2026-02-21T08:04:42.6518305Z Current runner version: '2.331.0'
2026-02-21T08:04:42.6523939Z Runner name: 'i-094f68f2a7449fe73-1003'
2026-02-21T08:04:42.6524875Z Runner group name: 'default'
2026-02-21T08:04:42.6525613Z Machine name: '5d0cc5d5082d'
2026-02-21T08:04:42.6528060Z ##[group]GITHUB_TOKEN Permissions
2026-02-21T08:04:42.6530121Z Contents: read
2026-02-21T08:04:42.6530703Z Metadata: read
2026-02-21T08:04:42.6531146Z ##[endgroup]
2026-02-21T08:04:42.6533086Z Secret source: Actions
2026-02-21T08:04:42.6533722Z Prepare workflow directory
2026-02-21T08:04:42.7054821Z Prepare all required actions
2026-02-21T08:04:42.7088868Z Getting action download info
2026-02-21T08:04:43.0298067Z Download action repository 'actions/checkout@v6' (SHA:de0fac2e4500dabe0009e67214ff5f5447ce83dd)
2026-02-21T08:04:43.3152669Z Download action repository 'actions/setup-python@v6' (SHA:a309ff8b426b58ec0e2a45f0f869d46889d02405)
2026-02-21T08:04:43.6412501Z Download action repository 'astral-sh/setup-uv@v7' (SHA:eac588ad8def6316056a12d4907a9d4d84ff7a3b)
2026-02-21T08:04:43.9955846Z Download action repository 'pytorch/test-infra@main' (SHA:bb8f04ff3961233c844fde6533c7c6c5f0857909)
2026-02-21T08:04:46.3639073Z Download action repository 'actions/upload-artifact@v6' (SHA:b7c566a772e6b6bfb58ed0dc250532a479d7789f)
2026-02-21T08:04:47.1243293Z Getting action download info
2026-02-21T08:04:47.2956437Z Uses: pytorch/helion/.github/workflows/benchmark.yml@refs/heads/main (874a7d0cadab18218a84ad3579d329dc95c51820)
2026-02-21T08:04:47.2960495Z ##[group] Inputs
2026-02-21T08:04:47.2960747Z   runner: linux.aws.h100
2026-02-21T08:04:47.2960955Z   python-version: 3.12
2026-02-21T08:04:47.2961187Z   image: nvidia/cuda:12.8.1-devel-ubuntu24.04
2026-02-21T08:04:47.2961433Z   runtime-version: cu128
2026-02-21T08:04:47.2961659Z   container-options: --gpus all
2026-02-21T08:04:47.2961857Z   alias: h100
2026-02-21T08:04:47.2962016Z   kernels: rms_norm
2026-02-21T08:04:47.2962183Z   env-vars: 
2026-02-21T08:04:47.2962345Z   custom-args: 
2026-02-21T08:04:47.2962888Z   run_h100: true
2026-02-21T08:04:47.2963071Z   run_b200: true
2026-02-21T08:04:47.2963237Z   run_mi325x: true
2026-02-21T08:04:47.2963415Z ##[endgroup]
2026-02-21T08:04:47.2963694Z Complete job name: run-h100 (rms_norm) / benchmark-cu128-rms_norm-py3.12-h100
2026-02-21T08:04:47.3339766Z ##[group]Checking docker version
2026-02-21T08:04:47.3351282Z ##[command]/usr/bin/docker version --format '{{.Server.APIVersion}}'
2026-02-21T08:04:47.3568650Z '1.53'
2026-02-21T08:04:47.3587982Z Docker daemon API version: '1.53'
2026-02-21T08:04:47.3588337Z ##[command]/usr/bin/docker version --format '{{.Client.APIVersion}}'
2026-02-21T08:04:47.3777278Z '1.52'
2026-02-21T08:04:47.3793251Z Docker client API version: '1.52'
2026-02-21T08:04:47.3800363Z ##[endgroup]
2026-02-21T08:04:47.3803543Z ##[group]Clean up resources from previous jobs
2026-02-21T08:04:47.3808675Z ##[command]/usr/bin/docker ps --all --quiet --no-trunc --filter "label=c955fb"
2026-02-21T08:04:47.3950601Z ##[command]/usr/bin/docker network prune --force --filter "label=c955fb"
2026-02-21T08:04:47.4080364Z ##[endgroup]
2026-02-21T08:04:47.4080618Z ##[group]Create local container network
2026-02-21T08:04:47.4089521Z ##[command]/usr/bin/docker network create --label c955fb github_network_701962a8430949c5aee3019fff0144bb
2026-02-21T08:04:47.4528865Z 6f67edc569ea2b1bebc9a87c5f747fdd06c65d8877faf673b823d110cc1b848e
2026-02-21T08:04:47.4551126Z ##[endgroup]
2026-02-21T08:04:47.4575459Z ##[group]Starting job container
2026-02-21T08:04:47.4595640Z ##[command]/usr/bin/docker pull nvidia/cuda:12.8.1-devel-ubuntu24.04
2026-02-21T08:04:47.7654955Z 12.8.1-devel-ubuntu24.04: Pulling from nvidia/cuda
2026-02-21T08:04:47.9340528Z 5a7813e071bf: Pulling fs layer
2026-02-21T08:04:47.9340807Z 398182656c47: Pulling fs layer
2026-02-21T08:04:47.9341037Z 3d6ab8c799cd: Pulling fs layer
2026-02-21T08:04:47.9341250Z 7209097bfb98: Pulling fs layer
2026-02-21T08:04:47.9341474Z abf026459f52: Pulling fs layer
2026-02-21T08:04:47.9341700Z 93e2721b7ddd: Pulling fs layer
2026-02-21T08:04:47.9342158Z cbb9175a9bc5: Pulling fs layer
2026-02-21T08:04:47.9342992Z 73389fbd088f: Pulling fs layer
2026-02-21T08:04:47.9343334Z 05ec76e31584: Pulling fs layer
2026-02-21T08:04:47.9343595Z a102f36d092c: Pulling fs layer
2026-02-21T08:04:47.9343872Z 545a3ada5b6b: Pulling fs layer
2026-02-21T08:04:48.0766985Z 398182656c47: Download complete
2026-02-21T08:04:48.0772009Z 73389fbd088f: Download complete
2026-02-21T08:04:48.1743799Z 3d6ab8c799cd: Download complete
2026-02-21T08:04:48.1745924Z a102f36d092c: Download complete
2026-02-21T08:04:48.1748420Z 7209097bfb98: Download complete
2026-02-21T08:04:48.1751255Z 93e2721b7ddd: Download complete
2026-02-21T08:04:48.1753488Z 545a3ada5b6b: Download complete
2026-02-21T08:04:48.2747774Z 5a7813e071bf: Download complete
2026-02-21T08:04:49.8748766Z 5a7813e071bf: Pull complete
2026-02-21T08:04:50.3745179Z 05ec76e31584: Download complete
2026-02-21T08:07:32.3744382Z cbb9175a9bc5: Download complete
2026-02-21T08:07:59.7749329Z abf026459f52: Download complete
2026-02-21T08:08:08.9757322Z a102f36d092c: Pull complete
2026-02-21T08:08:16.7763540Z 05ec76e31584: Pull complete
2026-02-21T08:08:16.8744218Z 398182656c47: Pull complete
2026-02-21T08:08:16.9751597Z 73389fbd088f: Pull complete
2026-02-21T08:10:26.3760608Z cbb9175a9bc5: Pull complete
2026-02-21T08:10:26.4750861Z 3d6ab8c799cd: Pull complete
2026-02-21T08:10:26.4752141Z 7209097bfb98: Pull complete
2026-02-21T08:10:26.4758717Z 545a3ada5b6b: Pull complete
2026-02-21T08:14:35.6754886Z abf026459f52: Pull complete
2026-02-21T08:14:35.6964424Z 93e2721b7ddd: Pull complete
2026-02-21T08:14:35.6965002Z Digest: sha256:520292dbb4f755fd360766059e62956e9379485d9e073bbd2f6e3c20c270ed66
2026-02-21T08:14:35.6965696Z Status: Downloaded newer image for nvidia/cuda:12.8.1-devel-ubuntu24.04
2026-02-21T08:14:35.6986544Z docker.io/nvidia/cuda:12.8.1-devel-ubuntu24.04
2026-02-21T08:14:35.7086926Z ##[command]/usr/bin/docker create --name 78ad9c03ab7a4aa6a9fe5c64b7806d5b_nvidiacuda1281develubuntu2404_5ba6b1 --label c955fb --workdir /__w/helion/helion --network github_network_701962a8430949c5aee3019fff0144bb --gpus all -e "HOME=/github/home" -e GITHUB_ACTIONS=true -e CI=true -v "/var/run/docker.sock":"/var/run/docker.sock" -v "/home/charlie/_work":"/__w" -v "/home/charlie/externals":"/__e":ro -v "/home/charlie/_work/_temp":"/__w/_temp" -v "/home/charlie/_work/_actions":"/__w/_actions" -v "/home/charlie/_work/_tool":"/__w/_tool" -v "/home/charlie/_work/_temp/_github_home":"/github/home" -v "/home/charlie/_work/_temp/_github_workflow":"/github/workflow" --entrypoint "tail" nvidia/cuda:12.8.1-devel-ubuntu24.04 "-f" "/dev/null"
2026-02-21T08:14:35.8083212Z c809f96c0a43d92850ecd59b0c419fc296be01d2ebbe773b8565a6dba17019d0
2026-02-21T08:14:35.8114858Z ##[command]/usr/bin/docker start c809f96c0a43d92850ecd59b0c419fc296be01d2ebbe773b8565a6dba17019d0
2026-02-21T08:14:36.2260991Z c809f96c0a43d92850ecd59b0c419fc296be01d2ebbe773b8565a6dba17019d0
2026-02-21T08:14:36.2287060Z ##[command]/usr/bin/docker ps --all --filter id=c809f96c0a43d92850ecd59b0c419fc296be01d2ebbe773b8565a6dba17019d0 --filter status=running --no-trunc --format "{{.ID}} {{.Status}}"
2026-02-21T08:14:36.2451477Z c809f96c0a43d92850ecd59b0c419fc296be01d2ebbe773b8565a6dba17019d0 Up Less than a second
2026-02-21T08:14:36.2471666Z ##[command]/usr/bin/docker inspect --format "{{range .Config.Env}}{{println .}}{{end}}" c809f96c0a43d92850ecd59b0c419fc296be01d2ebbe773b8565a6dba17019d0
2026-02-21T08:14:36.2580108Z HOME=/github/home
2026-02-21T08:14:36.2580408Z GITHUB_ACTIONS=true
2026-02-21T08:14:36.2580786Z CI=true
2026-02-21T08:14:36.2581189Z PATH=/usr/local/cuda/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin
2026-02-21T08:14:36.2581642Z NVARCH=x86_64
2026-02-21T08:14:36.2589803Z NVIDIA_REQUIRE_CUDA=cuda>=12.8 brand=unknown,driver>=470,driver<471 brand=grid,driver>=470,driver<471 brand=tesla,driver>=470,driver<471 brand=nvidia,driver>=470,driver<471 brand=quadro,driver>=470,driver<471 brand=quadrortx,driver>=470,driver<471 brand=nvidiartx,driver>=470,driver<471 brand=vapps,driver>=470,driver<471 brand=vpc,driver>=470,driver<471 brand=vcs,driver>=470,driver<471 brand=vws,driver>=470,driver<471 brand=cloudgaming,driver>=470,driver<471 brand=unknown,driver>=535,driver<536 brand=grid,driver>=535,driver<536 brand=tesla,driver>=535,driver<536 brand=nvidia,driver>=535,driver<536 brand=quadro,driver>=535,driver<536 brand=quadrortx,driver>=535,driver<536 brand=nvidiartx,driver>=535,driver<536 brand=vapps,driver>=535,driver<536 brand=vpc,driver>=535,driver<536 brand=vcs,driver>=535,driver<536 brand=vws,driver>=535,driver<536 brand=cloudgaming,driver>=535,driver<536 brand=unknown,driver>=550,driver<551 brand=grid,driver>=550,driver<551 brand=tesla,driver>=550,driver<551 brand=nvidia,driver>=550,driver<551 brand=quadro,driver>=550,driver<551 brand=quadrortx,driver>=550,driver<551 brand=nvidiartx,driver>=550,driver<551 brand=vapps,driver>=550,driver<551 brand=vpc,driver>=550,driver<551 brand=vcs,driver>=550,driver<551 brand=vws,driver>=550,driver<551 brand=cloudgaming,driver>=550,driver<551 brand=unknown,driver>=560,driver<561 brand=grid,driver>=560,driver<561 brand=tesla,driver>=560,driver<561 brand=nvidia,driver>=560,driver<561 brand=quadro,driver>=560,driver<561 brand=quadrortx,driver>=560,driver<561 brand=nvidiartx,driver>=560,driver<561 brand=vapps,driver>=560,driver<561 brand=vpc,driver>=560,driver<561 brand=vcs,driver>=560,driver<561 brand=vws,driver>=560,driver<561 brand=cloudgaming,driver>=560,driver<561 brand=unknown,driver>=565,driver<566 brand=grid,driver>=565,driver<566 brand=tesla,driver>=565,driver<566 brand=nvidia,driver>=565,driver<566 brand=quadro,driver>=565,driver<566 brand=quadrortx,driver>=565,driver<566 brand=nvidiartx,driver>=565,driver<566 brand=vapps,driver>=565,driver<566 brand=vpc,driver>=565,driver<566 brand=vcs,driver>=565,driver<566 brand=vws,driver>=565,driver<566 brand=cloudgaming,driver>=565,driver<566
2026-02-21T08:14:36.2597813Z NV_CUDA_CUDART_VERSION=12.8.90-1
2026-02-21T08:14:36.2598080Z CUDA_VERSION=12.8.1
2026-02-21T08:14:36.2598350Z LD_LIBRARY_PATH=/usr/local/cuda/lib64
2026-02-21T08:14:36.2598634Z NVIDIA_VISIBLE_DEVICES=all
2026-02-21T08:14:36.2598943Z NVIDIA_DRIVER_CAPABILITIES=compute,utility
2026-02-21T08:14:36.2599233Z NV_CUDA_LIB_VERSION=12.8.1-1
2026-02-21T08:14:36.2599494Z NV_NVTX_VERSION=12.8.90-1
2026-02-21T08:14:36.2599942Z NV_LIBNPP_VERSION=12.3.3.100-1
2026-02-21T08:14:36.2600257Z NV_LIBNPP_PACKAGE=libnpp-12-8=12.3.3.100-1
2026-02-21T08:14:36.2600564Z NV_LIBCUSPARSE_VERSION=12.5.8.93-1
2026-02-21T08:14:36.2600843Z NV_LIBCUBLAS_PACKAGE_NAME=libcublas-12-8
2026-02-21T08:14:36.2601142Z NV_LIBCUBLAS_VERSION=12.8.4.1-1
2026-02-21T08:14:36.2601402Z NV_LIBCUBLAS_PACKAGE=libcublas-12-8=12.8.4.1-1
2026-02-21T08:14:36.2601712Z NV_LIBNCCL_PACKAGE_NAME=libnccl2
2026-02-21T08:14:36.2601961Z NV_LIBNCCL_PACKAGE_VERSION=2.25.1-1
2026-02-21T08:14:36.2602254Z NCCL_VERSION=2.25.1-1
2026-02-21T08:14:36.2602498Z NV_LIBNCCL_PACKAGE=libnccl2=2.25.1-1+cuda12.8
2026-02-21T08:14:36.2602804Z NVIDIA_PRODUCT_NAME=CUDA
2026-02-21T08:14:36.2603062Z NV_CUDA_CUDART_DEV_VERSION=12.8.90-1
2026-02-21T08:14:36.2603337Z NV_NVML_DEV_VERSION=12.8.90-1
2026-02-21T08:14:36.2603634Z NV_LIBCUSPARSE_DEV_VERSION=12.5.8.93-1
2026-02-21T08:14:36.2604098Z NV_LIBNPP_DEV_VERSION=12.3.3.100-1
2026-02-21T08:14:36.2604449Z NV_LIBNPP_DEV_PACKAGE=libnpp-dev-12-8=12.3.3.100-1
2026-02-21T08:14:36.2604769Z NV_LIBCUBLAS_DEV_VERSION=12.8.4.1-1
2026-02-21T08:14:36.2605080Z NV_LIBCUBLAS_DEV_PACKAGE_NAME=libcublas-dev-12-8
2026-02-21T08:14:36.2605449Z NV_LIBCUBLAS_DEV_PACKAGE=libcublas-dev-12-8=12.8.4.1-1
2026-02-21T08:14:36.2605771Z NV_CUDA_NSIGHT_COMPUTE_VERSION=12.8.1-1
2026-02-21T08:14:36.2606147Z NV_CUDA_NSIGHT_COMPUTE_DEV_PACKAGE=cuda-nsight-compute-12-8=12.8.1-1
2026-02-21T08:14:36.2606539Z NV_NVPROF_VERSION=12.8.90-1
2026-02-21T08:14:36.2606828Z NV_NVPROF_DEV_PACKAGE=cuda-nvprof-12-8=12.8.90-1
2026-02-21T08:14:36.2607126Z NV_LIBNCCL_DEV_PACKAGE_NAME=libnccl-dev
2026-02-21T08:14:36.2607429Z NV_LIBNCCL_DEV_PACKAGE_VERSION=2.25.1-1
2026-02-21T08:14:36.2607745Z NV_LIBNCCL_DEV_PACKAGE=libnccl-dev=2.25.1-1+cuda12.8
2026-02-21T08:14:36.2608049Z LIBRARY_PATH=/usr/local/cuda/lib64/stubs
2026-02-21T08:14:36.2615004Z ##[endgroup]
2026-02-21T08:14:36.2623035Z ##[group]Waiting for all services to be ready
2026-02-21T08:14:36.2624774Z ##[endgroup]
2026-02-21T08:14:36.2855665Z ##[group]Run echo "Detected NVIDIA image"
2026-02-21T08:14:36.2856067Z echo "Detected NVIDIA image"
2026-02-21T08:14:36.2856441Z nvidia-smi || echo "nvidia-smi not found"
2026-02-21T08:14:36.2859362Z shell: bash -l {0}
2026-02-21T08:14:36.2859915Z env:
2026-02-21T08:14:36.2860168Z   HELION_AUTOTUNE_LOG_LEVEL: INFO
2026-02-21T08:14:36.2860430Z ##[endgroup]
2026-02-21T08:14:36.3418866Z Detected NVIDIA image
2026-02-21T08:14:36.3673309Z Sat Feb 21 08:14:36 2026       
2026-02-21T08:14:36.3673785Z +-----------------------------------------------------------------------------------------+
2026-02-21T08:14:36.3674519Z | NVIDIA-SMI 580.95.05              Driver Version: 580.95.05      CUDA Version: 13.0     |
2026-02-21T08:14:36.3675117Z +-----------------------------------------+------------------------+----------------------+
2026-02-21T08:14:36.3675747Z | GPU  Name                 Persistence-M | Bus-Id          Disp.A | Volatile Uncorr. ECC |
2026-02-21T08:14:36.3676578Z | Fan  Temp   Perf          Pwr:Usage/Cap |           Memory-Usage | GPU-Util  Compute M. |
2026-02-21T08:14:36.3677090Z |                                         |                        |               MIG M. |
2026-02-21T08:14:36.3677528Z |=========================================+========================+======================|
2026-02-21T08:14:36.4623639Z |   0  NVIDIA H100 80GB HBM3          On  |   00000000:75:00.0 Off |                    0 |
2026-02-21T08:14:36.4624570Z | N/A   28C    P0             68W /  500W |       0MiB /  81559MiB |      0%      Default |
2026-02-21T08:14:36.4625131Z |                                         |                        |             Disabled |
2026-02-21T08:14:36.4625713Z +-----------------------------------------+------------------------+----------------------+
2026-02-21T08:14:36.4653542Z 
2026-02-21T08:14:36.4654153Z +-----------------------------------------------------------------------------------------+
2026-02-21T08:14:36.4654710Z | Processes:                                                                              |
2026-02-21T08:14:36.4655269Z |  GPU   GI   CI              PID   Type   Process name                        GPU Memory |
2026-02-21T08:14:36.4655809Z |        ID   ID                                                               Usage      |
2026-02-21T08:14:36.4656274Z |=========================================================================================|
2026-02-21T08:14:36.4733236Z |  No running processes found                                                             |
2026-02-21T08:14:36.4733778Z +-----------------------------------------------------------------------------------------+
2026-02-21T08:14:36.5663716Z ##[group]Run set -x
2026-02-21T08:14:36.5664196Z set -x
2026-02-21T08:14:36.5664394Z apt-get update
2026-02-21T08:14:36.5664618Z apt-get install -y git
2026-02-21T08:14:36.5664941Z shell: bash -l {0}
2026-02-21T08:14:36.5665099Z env:
2026-02-21T08:14:36.5665264Z   HELION_AUTOTUNE_LOG_LEVEL: INFO
2026-02-21T08:14:36.5665469Z ##[endgroup]
2026-02-21T08:14:36.6626577Z + apt-get update
2026-02-21T08:14:36.7519647Z Get:1 http://security.ubuntu.com/ubuntu noble-security InRelease [126 kB]
2026-02-21T08:14:36.7522208Z Get:2 https://developer.download.nvidia.com/compute/cuda/repos/ubuntu2404/x86_64  InRelease [1581 B]
2026-02-21T08:14:36.9040082Z Get:3 https://developer.download.nvidia.com/compute/cuda/repos/ubuntu2404/x86_64  Packages [1218 kB]
2026-02-21T08:14:36.9148474Z Get:4 http://archive.ubuntu.com/ubuntu noble InRelease [256 kB]
2026-02-21T08:14:36.9713928Z Get:5 http://security.ubuntu.com/ubuntu noble-security/multiverse amd64 Packages [34.8 kB]
2026-02-21T08:14:36.9978132Z Get:6 http://security.ubuntu.com/ubuntu noble-security/main amd64 Packages [1857 kB]
2026-02-21T08:14:37.0908716Z Get:7 http://security.ubuntu.com/ubuntu noble-security/universe amd64 Packages [1207 kB]
2026-02-21T08:14:37.1069575Z Get:8 http://security.ubuntu.com/ubuntu noble-security/restricted amd64 Packages [3196 kB]
2026-02-21T08:14:37.5152251Z Get:9 http://archive.ubuntu.com/ubuntu noble-updates InRelease [126 kB]
2026-02-21T08:14:37.6679600Z Get:10 http://archive.ubuntu.com/ubuntu noble-backports InRelease [126 kB]
2026-02-21T08:14:37.8215588Z Get:11 http://archive.ubuntu.com/ubuntu noble/main amd64 Packages [1808 kB]
2026-02-21T08:14:38.1856843Z Get:12 http://archive.ubuntu.com/ubuntu noble/restricted amd64 Packages [117 kB]
2026-02-21T08:14:38.1928861Z Get:13 http://archive.ubuntu.com/ubuntu noble/universe amd64 Packages [19.3 MB]
2026-02-21T08:14:38.7162176Z Get:14 http://archive.ubuntu.com/ubuntu noble/multiverse amd64 Packages [331 kB]
2026-02-21T08:14:38.7177068Z Get:15 http://archive.ubuntu.com/ubuntu noble-updates/multiverse amd64 Packages [38.1 kB]
2026-02-21T08:14:38.7187757Z Get:16 http://archive.ubuntu.com/ubuntu noble-updates/restricted amd64 Packages [3381 kB]
2026-02-21T08:14:38.8022767Z Get:17 http://archive.ubuntu.com/ubuntu noble-updates/universe amd64 Packages [2016 kB]
2026-02-21T08:14:38.8446762Z Get:18 http://archive.ubuntu.com/ubuntu noble-updates/main amd64 Packages [2240 kB]
2026-02-21T08:14:38.9029864Z Get:19 http://archive.ubuntu.com/ubuntu noble-backports/universe amd64 Packages [34.6 kB]
2026-02-21T08:14:38.9033592Z Get:20 http://archive.ubuntu.com/ubuntu noble-backports/main amd64 Packages [49.5 kB]
2026-02-21T08:14:39.5242779Z Fetched 37.5 MB in 3s (13.3 MB/s)
2026-02-21T08:14:40.2703230Z Reading package lists...
2026-02-21T08:14:40.2863902Z W: https://developer.download.nvidia.com/compute/cuda/repos/ubuntu2404/x86_64/InRelease: Key is stored in legacy trusted.gpg keyring (/etc/apt/trusted.gpg), see the DEPRECATION section in apt-key(8) for details.
2026-02-21T08:14:40.2876191Z + apt-get install -y git
2026-02-21T08:14:41.0514536Z Reading package lists...
2026-02-21T08:14:41.2275399Z Building dependency tree...
2026-02-21T08:14:41.2276532Z Reading state information...
2026-02-21T08:14:41.3710278Z The following additional packages will be installed:
2026-02-21T08:14:41.3710949Z   git-man krb5-locales less libbrotli1 libbsd0 libcbor0.10 libcurl3t64-gnutls
2026-02-21T08:14:41.3711894Z   libedit2 liberror-perl libexpat1 libfido2-1 libgssapi-krb5-2 libk5crypto3
2026-02-21T08:14:41.3715336Z   libkeyutils1 libkrb5-3 libkrb5support0 libnghttp2-14 libpsl5t64 librtmp1
2026-02-21T08:14:41.3717536Z   libssh-4 libx11-6 libx11-data libxau6 libxcb1 libxdmcp6 libxext6 libxmuu1
2026-02-21T08:14:41.3719406Z   openssh-client publicsuffix xauth
2026-02-21T08:14:41.3727043Z Suggested packages:
2026-02-21T08:14:41.3727463Z   gettext-base git-daemon-run | git-daemon-sysvinit git-doc git-email git-gui
2026-02-21T08:14:41.3728508Z   gitk gitweb git-cvs git-mediawiki git-svn krb5-doc krb5-user keychain
2026-02-21T08:14:41.3728921Z   libpam-ssh monkeysphere ssh-askpass
2026-02-21T08:14:41.4347503Z The following NEW packages will be installed:
2026-02-21T08:14:41.4347982Z   git git-man krb5-locales less libbrotli1 libbsd0 libcbor0.10
2026-02-21T08:14:41.4348511Z   libcurl3t64-gnutls libedit2 liberror-perl libexpat1 libfido2-1
2026-02-21T08:14:41.4349710Z   libgssapi-krb5-2 libk5crypto3 libkeyutils1 libkrb5-3 libkrb5support0
2026-02-21T08:14:41.4352735Z   libnghttp2-14 libpsl5t64 librtmp1 libssh-4 libx11-6 libx11-data libxau6
2026-02-21T08:14:41.4356565Z   libxcb1 libxdmcp6 libxext6 libxmuu1 openssh-client publicsuffix xauth
2026-02-21T08:14:41.5019713Z 0 upgraded, 31 newly installed, 0 to remove and 92 not upgraded.
2026-02-21T08:14:41.5020076Z Need to get 8886 kB of archives.
2026-02-21T08:14:41.5020443Z After this operation, 38.0 MB of additional disk space will be used.
2026-02-21T08:14:41.5021118Z Get:1 http://archive.ubuntu.com/ubuntu noble-updates/main amd64 krb5-locales all 1.20.1-6ubuntu2.6 [14.8 kB]
2026-02-21T08:14:41.5443781Z Get:2 http://archive.ubuntu.com/ubuntu noble-updates/main amd64 less amd64 590-2ubuntu2.1 [142 kB]
2026-02-21T08:14:41.6022042Z Get:3 http://archive.ubuntu.com/ubuntu noble-updates/main amd64 libbsd0 amd64 0.12.1-1build1.1 [41.2 kB]
2026-02-21T08:14:41.6121774Z Get:4 http://archive.ubuntu.com/ubuntu noble-updates/main amd64 libexpat1 amd64 2.6.1-2ubuntu0.4 [88.2 kB]
2026-02-21T08:14:41.6331854Z Get:5 http://archive.ubuntu.com/ubuntu noble-updates/main amd64 libkrb5support0 amd64 1.20.1-6ubuntu2.6 [34.4 kB]
2026-02-21T08:14:41.6369141Z Get:6 http://archive.ubuntu.com/ubuntu noble-updates/main amd64 libk5crypto3 amd64 1.20.1-6ubuntu2.6 [82.0 kB]
2026-02-21T08:14:41.6432471Z Get:7 http://archive.ubuntu.com/ubuntu noble/main amd64 libkeyutils1 amd64 1.6.3-3build1 [9490 B]
2026-02-21T08:14:41.6441495Z Get:8 http://archive.ubuntu.com/ubuntu noble-updates/main amd64 libkrb5-3 amd64 1.20.1-6ubuntu2.6 [348 kB]
2026-02-21T08:14:41.6682352Z Get:9 http://archive.ubuntu.com/ubuntu noble-updates/main amd64 libgssapi-krb5-2 amd64 1.20.1-6ubuntu2.6 [143 kB]
2026-02-21T08:14:41.6737011Z Get:10 http://archive.ubuntu.com/ubuntu noble/main amd64 libcbor0.10 amd64 0.10.2-1.2ubuntu2 [25.8 kB]
2026-02-21T08:14:41.6747114Z Get:11 http://archive.ubuntu.com/ubuntu noble/main amd64 libedit2 amd64 3.1-20230828-1build1 [97.6 kB]
2026-02-21T08:14:41.6778316Z Get:12 http://archive.ubuntu.com/ubuntu noble/main amd64 libfido2-1 amd64 1.14.0-1build3 [83.5 kB]
2026-02-21T08:14:41.6807164Z Get:13 http://archive.ubuntu.com/ubuntu noble-updates/main amd64 libnghttp2-14 amd64 1.59.0-1ubuntu0.2 [74.3 kB]
2026-02-21T08:14:41.6823842Z Get:14 http://archive.ubuntu.com/ubuntu noble/main amd64 libpsl5t64 amd64 0.21.2-1.1build1 [57.1 kB]
2026-02-21T08:14:41.6840239Z Get:15 http://archive.ubuntu.com/ubuntu noble/main amd64 libxau6 amd64 1:1.0.9-1build6 [7160 B]
2026-02-21T08:14:41.6842675Z Get:16 http://archive.ubuntu.com/ubuntu noble/main amd64 libxdmcp6 amd64 1:1.1.3-0ubuntu6 [10.3 kB]
2026-02-21T08:14:41.6848818Z Get:17 http://archive.ubuntu.com/ubuntu noble/main amd64 libxcb1 amd64 1.15-1ubuntu2 [47.7 kB]
2026-02-21T08:14:41.6900516Z Get:18 http://archive.ubuntu.com/ubuntu noble/main amd64 libx11-data all 2:1.8.7-1build1 [115 kB]
2026-02-21T08:14:41.6951230Z Get:19 http://archive.ubuntu.com/ubuntu noble/main amd64 libx11-6 amd64 2:1.8.7-1build1 [650 kB]
2026-02-21T08:14:41.7059192Z Get:20 http://archive.ubuntu.com/ubuntu noble/main amd64 libxext6 amd64 2:1.3.4-1build2 [30.4 kB]
2026-02-21T08:14:41.7061949Z Get:21 http://archive.ubuntu.com/ubuntu noble/main amd64 libxmuu1 amd64 2:1.1.3-3build2 [8958 B]
2026-02-21T08:14:41.7064778Z Get:22 http://archive.ubuntu.com/ubuntu noble-updates/main amd64 openssh-client amd64 1:9.6p1-3ubuntu13.14 [906 kB]
2026-02-21T08:14:41.7178970Z Get:23 http://archive.ubuntu.com/ubuntu noble/main amd64 publicsuffix all 20231001.0357-0.1 [129 kB]
2026-02-21T08:14:41.7197026Z Get:24 http://archive.ubuntu.com/ubuntu noble/main amd64 xauth amd64 1:1.1.2-1build1 [25.6 kB]
2026-02-21T08:14:41.7200174Z Get:25 http://archive.ubuntu.com/ubuntu noble/main amd64 libbrotli1 amd64 1.1.0-2build2 [331 kB]
2026-02-21T08:14:41.7236602Z Get:26 http://archive.ubuntu.com/ubuntu noble/main amd64 librtmp1 amd64 2.4+20151223.gitfa8646d.1-2build7 [56.3 kB]
2026-02-21T08:14:41.7241931Z Get:27 http://archive.ubuntu.com/ubuntu noble-updates/main amd64 libssh-4 amd64 0.10.6-2ubuntu0.3 [190 kB]
2026-02-21T08:14:41.7262385Z Get:28 http://archive.ubuntu.com/ubuntu noble-updates/main amd64 libcurl3t64-gnutls amd64 8.5.0-2ubuntu10.6 [333 kB]
2026-02-21T08:14:41.7293245Z Get:29 http://archive.ubuntu.com/ubuntu noble/main amd64 liberror-perl all 0.17029-2 [25.6 kB]
2026-02-21T08:14:41.7296014Z Get:30 http://archive.ubuntu.com/ubuntu noble-updates/main amd64 git-man all 1:2.43.0-1ubuntu7.3 [1100 kB]
2026-02-21T08:14:41.7376262Z Get:31 http://archive.ubuntu.com/ubuntu noble-updates/main amd64 git amd64 1:2.43.0-1ubuntu7.3 [3680 kB]
2026-02-21T08:14:41.8858807Z debconf: delaying package configuration, since apt-utils is not installed
2026-02-21T08:14:41.9203687Z Fetched 8886 kB in 0s (28.8 MB/s)
2026-02-21T08:14:41.9600359Z Selecting previously unselected package krb5-locales.
2026-02-21T08:14:41.9638062Z (Reading database ... 
2026-02-21T08:14:41.9638519Z (Reading database ... 5%
2026-02-21T08:14:41.9638825Z (Reading database ... 10%
2026-02-21T08:14:41.9639147Z (Reading database ... 15%
2026-02-21T08:14:41.9639416Z (Reading database ... 20%
2026-02-21T08:14:41.9639726Z (Reading database ... 25%
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2026-02-21T08:14:41.9640249Z (Reading database ... 35%
2026-02-21T08:14:41.9640484Z (Reading database ... 40%
2026-02-21T08:14:41.9640772Z (Reading database ... 45%
2026-02-21T08:14:41.9641013Z (Reading database ... 50%
2026-02-21T08:14:41.9641274Z (Reading database ... 55%
2026-02-21T08:14:41.9641560Z (Reading database ... 60%
2026-02-21T08:14:41.9641784Z (Reading database ... 65%
2026-02-21T08:14:41.9663626Z (Reading database ... 70%
2026-02-21T08:14:41.9667899Z (Reading database ... 75%
2026-02-21T08:14:41.9672640Z (Reading database ... 80%
2026-02-21T08:14:41.9678574Z (Reading database ... 85%
2026-02-21T08:14:41.9685581Z (Reading database ... 90%
2026-02-21T08:14:41.9699806Z (Reading database ... 95%
2026-02-21T08:14:41.9700070Z (Reading database ... 100%
2026-02-21T08:14:41.9700475Z (Reading database ... 15165 files and directories currently installed.)
2026-02-21T08:14:41.9703660Z Preparing to unpack .../00-krb5-locales_1.20.1-6ubuntu2.6_all.deb ...
2026-02-21T08:14:41.9766668Z Unpacking krb5-locales (1.20.1-6ubuntu2.6) ...
2026-02-21T08:14:42.0440119Z Selecting previously unselected package less.
2026-02-21T08:14:42.0449366Z Preparing to unpack .../01-less_590-2ubuntu2.1_amd64.deb ...
2026-02-21T08:14:42.0518748Z Unpacking less (590-2ubuntu2.1) ...
2026-02-21T08:14:42.1221315Z Selecting previously unselected package libbsd0:amd64.
2026-02-21T08:14:42.1238684Z Preparing to unpack .../02-libbsd0_0.12.1-1build1.1_amd64.deb ...
2026-02-21T08:14:42.1427715Z Unpacking libbsd0:amd64 (0.12.1-1build1.1) ...
2026-02-21T08:14:42.2236142Z Selecting previously unselected package libexpat1:amd64.
2026-02-21T08:14:42.2249650Z Preparing to unpack .../03-libexpat1_2.6.1-2ubuntu0.4_amd64.deb ...
2026-02-21T08:14:42.2338605Z Unpacking libexpat1:amd64 (2.6.1-2ubuntu0.4) ...
2026-02-21T08:14:42.3014229Z Selecting previously unselected package libkrb5support0:amd64.
2026-02-21T08:14:42.3028615Z Preparing to unpack .../04-libkrb5support0_1.20.1-6ubuntu2.6_amd64.deb ...
2026-02-21T08:14:42.3111620Z Unpacking libkrb5support0:amd64 (1.20.1-6ubuntu2.6) ...
2026-02-21T08:14:42.3799737Z Selecting previously unselected package libk5crypto3:amd64.
2026-02-21T08:14:42.3812999Z Preparing to unpack .../05-libk5crypto3_1.20.1-6ubuntu2.6_amd64.deb ...
2026-02-21T08:14:42.3871377Z Unpacking libk5crypto3:amd64 (1.20.1-6ubuntu2.6) ...
2026-02-21T08:14:42.4645190Z Selecting previously unselected package libkeyutils1:amd64.
2026-02-21T08:14:42.4658786Z Preparing to unpack .../06-libkeyutils1_1.6.3-3build1_amd64.deb ...
2026-02-21T08:14:42.4741505Z Unpacking libkeyutils1:amd64 (1.6.3-3build1) ...
2026-02-21T08:14:42.5425098Z Selecting previously unselected package libkrb5-3:amd64.
2026-02-21T08:14:42.5438785Z Preparing to unpack .../07-libkrb5-3_1.20.1-6ubuntu2.6_amd64.deb ...
2026-02-21T08:14:42.5542175Z Unpacking libkrb5-3:amd64 (1.20.1-6ubuntu2.6) ...
2026-02-21T08:14:42.6436113Z Selecting previously unselected package libgssapi-krb5-2:amd64.
2026-02-21T08:14:42.6449811Z Preparing to unpack .../08-libgssapi-krb5-2_1.20.1-6ubuntu2.6_amd64.deb ...
2026-02-21T08:14:42.6546468Z Unpacking libgssapi-krb5-2:amd64 (1.20.1-6ubuntu2.6) ...
2026-02-21T08:14:42.7297256Z Selecting previously unselected package libcbor0.10:amd64.
2026-02-21T08:14:42.7307673Z Preparing to unpack .../09-libcbor0.10_0.10.2-1.2ubuntu2_amd64.deb ...
2026-02-21T08:14:42.7423333Z Unpacking libcbor0.10:amd64 (0.10.2-1.2ubuntu2) ...
2026-02-21T08:14:42.8144476Z Selecting previously unselected package libedit2:amd64.
2026-02-21T08:14:42.8159120Z Preparing to unpack .../10-libedit2_3.1-20230828-1build1_amd64.deb ...
2026-02-21T08:14:42.8253160Z Unpacking libedit2:amd64 (3.1-20230828-1build1) ...
2026-02-21T08:14:42.8993669Z Selecting previously unselected package libfido2-1:amd64.
2026-02-21T08:14:42.9008554Z Preparing to unpack .../11-libfido2-1_1.14.0-1build3_amd64.deb ...
2026-02-21T08:14:42.9087044Z Unpacking libfido2-1:amd64 (1.14.0-1build3) ...
2026-02-21T08:14:42.9821657Z Selecting previously unselected package libnghttp2-14:amd64.
2026-02-21T08:14:42.9832616Z Preparing to unpack .../12-libnghttp2-14_1.59.0-1ubuntu0.2_amd64.deb ...
2026-02-21T08:14:42.9910818Z Unpacking libnghttp2-14:amd64 (1.59.0-1ubuntu0.2) ...
2026-02-21T08:14:43.0746250Z Selecting previously unselected package libpsl5t64:amd64.
2026-02-21T08:14:43.0761361Z Preparing to unpack .../13-libpsl5t64_0.21.2-1.1build1_amd64.deb ...
2026-02-21T08:14:43.0847800Z Unpacking libpsl5t64:amd64 (0.21.2-1.1build1) ...
2026-02-21T08:14:43.1466352Z Selecting previously unselected package libxau6:amd64.
2026-02-21T08:14:43.1480958Z Preparing to unpack .../14-libxau6_1%3a1.0.9-1build6_amd64.deb ...
2026-02-21T08:14:43.1573399Z Unpacking libxau6:amd64 (1:1.0.9-1build6) ...
2026-02-21T08:14:43.2272806Z Selecting previously unselected package libxdmcp6:amd64.
2026-02-21T08:14:43.2285707Z Preparing to unpack .../15-libxdmcp6_1%3a1.1.3-0ubuntu6_amd64.deb ...
2026-02-21T08:14:43.2382409Z Unpacking libxdmcp6:amd64 (1:1.1.3-0ubuntu6) ...
2026-02-21T08:14:43.3097894Z Selecting previously unselected package libxcb1:amd64.
2026-02-21T08:14:43.3112999Z Preparing to unpack .../16-libxcb1_1.15-1ubuntu2_amd64.deb ...
2026-02-21T08:14:43.3207034Z Unpacking libxcb1:amd64 (1.15-1ubuntu2) ...
2026-02-21T08:14:43.3857657Z Selecting previously unselected package libx11-data.
2026-02-21T08:14:43.3871285Z Preparing to unpack .../17-libx11-data_2%3a1.8.7-1build1_all.deb ...
2026-02-21T08:14:43.3967806Z Unpacking libx11-data (2:1.8.7-1build1) ...
2026-02-21T08:14:43.5776988Z Selecting previously unselected package libx11-6:amd64.
2026-02-21T08:14:43.5793112Z Preparing to unpack .../18-libx11-6_2%3a1.8.7-1build1_amd64.deb ...
2026-02-21T08:14:43.5935687Z Unpacking libx11-6:amd64 (2:1.8.7-1build1) ...
2026-02-21T08:14:43.6796690Z Selecting previously unselected package libxext6:amd64.
2026-02-21T08:14:43.6810859Z Preparing to unpack .../19-libxext6_2%3a1.3.4-1build2_amd64.deb ...
2026-02-21T08:14:43.6881896Z Unpacking libxext6:amd64 (2:1.3.4-1build2) ...
2026-02-21T08:14:43.7629987Z Selecting previously unselected package libxmuu1:amd64.
2026-02-21T08:14:43.7645243Z Preparing to unpack .../20-libxmuu1_2%3a1.1.3-3build2_amd64.deb ...
2026-02-21T08:14:43.7766998Z Unpacking libxmuu1:amd64 (2:1.1.3-3build2) ...
2026-02-21T08:14:43.8617085Z Selecting previously unselected package openssh-client.
2026-02-21T08:14:43.8630354Z Preparing to unpack .../21-openssh-client_1%3a9.6p1-3ubuntu13.14_amd64.deb ...
2026-02-21T08:14:43.8820487Z Unpacking openssh-client (1:9.6p1-3ubuntu13.14) ...
2026-02-21T08:14:44.0031592Z Selecting previously unselected package publicsuffix.
2026-02-21T08:14:44.0047006Z Preparing to unpack .../22-publicsuffix_20231001.0357-0.1_all.deb ...
2026-02-21T08:14:44.0148723Z Unpacking publicsuffix (20231001.0357-0.1) ...
2026-02-21T08:14:44.0844455Z Selecting previously unselected package xauth.
2026-02-21T08:14:44.0857177Z Preparing to unpack .../23-xauth_1%3a1.1.2-1build1_amd64.deb ...
2026-02-21T08:14:44.0959376Z Unpacking xauth (1:1.1.2-1build1) ...
2026-02-21T08:14:44.1677291Z Selecting previously unselected package libbrotli1:amd64.
2026-02-21T08:14:44.1691276Z Preparing to unpack .../24-libbrotli1_1.1.0-2build2_amd64.deb ...
2026-02-21T08:14:44.1753575Z Unpacking libbrotli1:amd64 (1.1.0-2build2) ...
2026-02-21T08:14:44.2592216Z Selecting previously unselected package librtmp1:amd64.
2026-02-21T08:14:44.2605619Z Preparing to unpack .../25-librtmp1_2.4+20151223.gitfa8646d.1-2build7_amd64.deb ...
2026-02-21T08:14:44.2730867Z Unpacking librtmp1:amd64 (2.4+20151223.gitfa8646d.1-2build7) ...
2026-02-21T08:14:44.3507416Z Selecting previously unselected package libssh-4:amd64.
2026-02-21T08:14:44.3521654Z Preparing to unpack .../26-libssh-4_0.10.6-2ubuntu0.3_amd64.deb ...
2026-02-21T08:14:44.3637944Z Unpacking libssh-4:amd64 (0.10.6-2ubuntu0.3) ...
2026-02-21T08:14:44.4519356Z Selecting previously unselected package libcurl3t64-gnutls:amd64.
2026-02-21T08:14:44.4532803Z Preparing to unpack .../27-libcurl3t64-gnutls_8.5.0-2ubuntu10.6_amd64.deb ...
2026-02-21T08:14:44.4649660Z Unpacking libcurl3t64-gnutls:amd64 (8.5.0-2ubuntu10.6) ...
2026-02-21T08:14:44.5290424Z Selecting previously unselected package liberror-perl.
2026-02-21T08:14:44.5301355Z Preparing to unpack .../28-liberror-perl_0.17029-2_all.deb ...
2026-02-21T08:14:44.5411777Z Unpacking liberror-perl (0.17029-2) ...
2026-02-21T08:14:44.6101625Z Selecting previously unselected package git-man.
2026-02-21T08:14:44.6115906Z Preparing to unpack .../29-git-man_1%3a2.43.0-1ubuntu7.3_all.deb ...
2026-02-21T08:14:44.6210669Z Unpacking git-man (1:2.43.0-1ubuntu7.3) ...
2026-02-21T08:14:44.7116096Z Selecting previously unselected package git.
2026-02-21T08:14:44.7131271Z Preparing to unpack .../30-git_1%3a2.43.0-1ubuntu7.3_amd64.deb ...
2026-02-21T08:14:44.7292941Z Unpacking git (1:2.43.0-1ubuntu7.3) ...
2026-02-21T08:14:45.0312905Z Setting up libexpat1:amd64 (2.6.1-2ubuntu0.4) ...
2026-02-21T08:14:45.0567444Z Setting up libxau6:amd64 (1:1.0.9-1build6) ...
2026-02-21T08:14:45.0825495Z Setting up libkeyutils1:amd64 (1.6.3-3build1) ...
2026-02-21T08:14:45.1114183Z Setting up libcbor0.10:amd64 (0.10.2-1.2ubuntu2) ...
2026-02-21T08:14:45.1416297Z Setting up libbrotli1:amd64 (1.1.0-2build2) ...
2026-02-21T08:14:45.1775599Z Setting up libpsl5t64:amd64 (0.21.2-1.1build1) ...
2026-02-21T08:14:45.2055383Z Setting up libnghttp2-14:amd64 (1.59.0-1ubuntu0.2) ...
2026-02-21T08:14:45.2392456Z Setting up less (590-2ubuntu2.1) ...
2026-02-21T08:14:45.2920639Z Setting up krb5-locales (1.20.1-6ubuntu2.6) ...
2026-02-21T08:14:45.3179351Z Setting up libkrb5support0:amd64 (1.20.1-6ubuntu2.6) ...
2026-02-21T08:14:45.3429282Z Setting up liberror-perl (0.17029-2) ...
2026-02-21T08:14:45.3723920Z Setting up libx11-data (2:1.8.7-1build1) ...
2026-02-21T08:14:45.4079139Z Setting up librtmp1:amd64 (2.4+20151223.gitfa8646d.1-2build7) ...
2026-02-21T08:14:45.4344715Z Setting up libk5crypto3:amd64 (1.20.1-6ubuntu2.6) ...
2026-02-21T08:14:45.4660553Z Setting up git-man (1:2.43.0-1ubuntu7.3) ...
2026-02-21T08:14:45.5007587Z Setting up libkrb5-3:amd64 (1.20.1-6ubuntu2.6) ...
2026-02-21T08:14:45.5332844Z Setting up libfido2-1:amd64 (1.14.0-1build3) ...
2026-02-21T08:14:45.5684634Z Setting up libbsd0:amd64 (0.12.1-1build1.1) ...
2026-02-21T08:14:45.6037387Z Setting up publicsuffix (20231001.0357-0.1) ...
2026-02-21T08:14:45.6336872Z Setting up libxdmcp6:amd64 (1:1.1.3-0ubuntu6) ...
2026-02-21T08:14:45.6627520Z Setting up libxcb1:amd64 (1.15-1ubuntu2) ...
2026-02-21T08:14:45.6929340Z Setting up libedit2:amd64 (3.1-20230828-1build1) ...
2026-02-21T08:14:45.7203583Z Setting up libgssapi-krb5-2:amd64 (1.20.1-6ubuntu2.6) ...
2026-02-21T08:14:45.7518139Z Setting up libssh-4:amd64 (0.10.6-2ubuntu0.3) ...
2026-02-21T08:14:45.7826002Z Setting up libx11-6:amd64 (2:1.8.7-1build1) ...
2026-02-21T08:14:45.8126944Z Setting up libxmuu1:amd64 (2:1.1.3-3build2) ...
2026-02-21T08:14:45.8466784Z Setting up openssh-client (1:9.6p1-3ubuntu13.14) ...
2026-02-21T08:14:45.9913162Z Setting up libcurl3t64-gnutls:amd64 (8.5.0-2ubuntu10.6) ...
2026-02-21T08:14:46.0241300Z Setting up libxext6:amd64 (2:1.3.4-1build2) ...
2026-02-21T08:14:46.0574686Z Setting up git (1:2.43.0-1ubuntu7.3) ...
2026-02-21T08:14:46.1015409Z Setting up xauth (1:1.1.2-1build1) ...
2026-02-21T08:14:46.1285550Z Processing triggers for libc-bin (2.39-0ubuntu8.4) ...
2026-02-21T08:14:46.2338125Z ##[group]Run actions/checkout@v6
2026-02-21T08:14:46.2338397Z with:
2026-02-21T08:14:46.2338576Z   repository: pytorch/helion
2026-02-21T08:14:46.2338950Z   token: ***
2026-02-21T08:14:46.2339112Z   ssh-strict: true
2026-02-21T08:14:46.2339274Z   ssh-user: git
2026-02-21T08:14:46.2339448Z   persist-credentials: true
2026-02-21T08:14:46.2339650Z   clean: true
2026-02-21T08:14:46.2339830Z   sparse-checkout-cone-mode: true
2026-02-21T08:14:46.2340034Z   fetch-depth: 1
2026-02-21T08:14:46.2340454Z   fetch-tags: false
2026-02-21T08:14:46.2340623Z   show-progress: true
2026-02-21T08:14:46.2340804Z   lfs: false
2026-02-21T08:14:46.2340958Z   submodules: false
2026-02-21T08:14:46.2341129Z   set-safe-directory: true
2026-02-21T08:14:46.2341311Z env:
2026-02-21T08:14:46.2341459Z   HELION_AUTOTUNE_LOG_LEVEL: INFO
2026-02-21T08:14:46.2341656Z ##[endgroup]
2026-02-21T08:14:46.2383875Z ##[command]/usr/bin/docker exec  c809f96c0a43d92850ecd59b0c419fc296be01d2ebbe773b8565a6dba17019d0 sh -c "cat /etc/*release | grep ^ID"
2026-02-21T08:14:46.4529607Z Syncing repository: pytorch/helion
2026-02-21T08:14:46.4530863Z ##[group]Getting Git version info
2026-02-21T08:14:46.4531140Z Working directory is '/__w/helion/helion'
2026-02-21T08:14:46.4531537Z [command]/usr/bin/git version
2026-02-21T08:14:46.4531744Z git version 2.43.0
2026-02-21T08:14:46.4544967Z ##[endgroup]
2026-02-21T08:14:46.4557188Z Temporarily overriding HOME='/__w/_temp/9e74925c-0687-49f9-a7c7-b729654d67dc' before making global git config changes
2026-02-21T08:14:46.4557980Z Adding repository directory to the temporary git global config as a safe directory
2026-02-21T08:14:46.4561505Z [command]/usr/bin/git config --global --add safe.directory /__w/helion/helion
2026-02-21T08:14:46.4616090Z Deleting the contents of '/__w/helion/helion'
2026-02-21T08:14:46.4619113Z ##[group]Initializing the repository
2026-02-21T08:14:46.4622120Z [command]/usr/bin/git init /__w/helion/helion
2026-02-21T08:14:46.4676062Z hint: Using 'master' as the name for the initial branch. This default branch name
2026-02-21T08:14:46.4676698Z hint: is subject to change. To configure the initial branch name to use in all
2026-02-21T08:14:46.4677302Z hint: of your new repositories, which will suppress this warning, call:
2026-02-21T08:14:46.4677733Z hint: 
2026-02-21T08:14:46.4678071Z hint: 	git config --global init.defaultBranch <name>
2026-02-21T08:14:46.4678480Z hint: 
2026-02-21T08:14:46.4678779Z hint: Names commonly chosen instead of 'master' are 'main', 'trunk' and
2026-02-21T08:14:46.4679383Z hint: 'development'. The just-created branch can be renamed via this command:
2026-02-21T08:14:46.4679852Z hint: 
2026-02-21T08:14:46.4680140Z hint: 	git branch -m <name>
2026-02-21T08:14:46.4701276Z Initialized empty Git repository in /__w/helion/helion/.git/
2026-02-21T08:14:46.4710622Z [command]/usr/bin/git remote add origin https://github.com/pytorch/helion
2026-02-21T08:14:46.4818403Z ##[endgroup]
2026-02-21T08:14:46.4818918Z ##[group]Disabling automatic garbage collection
2026-02-21T08:14:46.4821226Z [command]/usr/bin/git config --local gc.auto 0
2026-02-21T08:14:46.4866172Z ##[endgroup]
2026-02-21T08:14:46.4866592Z ##[group]Setting up auth
2026-02-21T08:14:46.4867156Z Removing SSH command configuration
2026-02-21T08:14:46.4872097Z [command]/usr/bin/git config --local --name-only --get-regexp core\.sshCommand
2026-02-21T08:14:46.4912935Z [command]/usr/bin/git submodule foreach --recursive sh -c "git config --local --name-only --get-regexp 'core\.sshCommand' && git config --local --unset-all 'core.sshCommand' || :"
2026-02-21T08:14:46.5197611Z Removing HTTP extra header
2026-02-21T08:14:46.5200807Z [command]/usr/bin/git config --local --name-only --get-regexp http\.https\:\/\/github\.com\/\.extraheader
2026-02-21T08:14:46.5229922Z [command]/usr/bin/git submodule foreach --recursive sh -c "git config --local --name-only --get-regexp 'http\.https\:\/\/github\.com\/\.extraheader' && git config --local --unset-all 'http.https://github.com/.extraheader' || :"
2026-02-21T08:14:46.5502711Z Removing includeIf entries pointing to credentials config files
2026-02-21T08:14:46.5507227Z [command]/usr/bin/git config --local --name-only --get-regexp ^includeIf\.gitdir:
2026-02-21T08:14:46.5538436Z [command]/usr/bin/git submodule foreach --recursive git config --local --show-origin --name-only --get-regexp remote.origin.url
2026-02-21T08:14:46.5815402Z [command]/usr/bin/git config --file /__w/_temp/git-credentials-63bdcb20-59cc-4e34-83f8-190479374786.config http.https://github.com/.extraheader AUTHORIZATION: basic ***
2026-02-21T08:14:46.5868651Z [command]/usr/bin/git config --local includeIf.gitdir:/__w/helion/helion/.git.path /__w/_temp/git-credentials-63bdcb20-59cc-4e34-83f8-190479374786.config
2026-02-21T08:14:46.5899016Z [command]/usr/bin/git config --local includeIf.gitdir:/__w/helion/helion/.git/worktrees/*.path /__w/_temp/git-credentials-63bdcb20-59cc-4e34-83f8-190479374786.config
2026-02-21T08:14:46.5932774Z [command]/usr/bin/git config --local includeIf.gitdir:/github/workspace/.git.path /github/runner_temp/git-credentials-63bdcb20-59cc-4e34-83f8-190479374786.config
2026-02-21T08:14:46.5975816Z [command]/usr/bin/git config --local includeIf.gitdir:/github/workspace/.git/worktrees/*.path /github/runner_temp/git-credentials-63bdcb20-59cc-4e34-83f8-190479374786.config
2026-02-21T08:14:46.6003589Z ##[endgroup]
2026-02-21T08:14:46.6004165Z ##[group]Fetching the repository
2026-02-21T08:14:46.6011461Z [command]/usr/bin/git -c protocol.version=2 fetch --no-tags --prune --no-recurse-submodules --depth=1 origin +874a7d0cadab18218a84ad3579d329dc95c51820:refs/remotes/origin/main
2026-02-21T08:14:47.0780326Z From https://github.com/pytorch/helion
2026-02-21T08:14:47.0780907Z  * [new ref]         874a7d0cadab18218a84ad3579d329dc95c51820 -> origin/main
2026-02-21T08:14:47.0844736Z [command]/usr/bin/git branch --list --remote origin/main
2026-02-21T08:14:47.0888146Z   origin/main
2026-02-21T08:14:47.0894985Z [command]/usr/bin/git rev-parse refs/remotes/origin/main
2026-02-21T08:14:47.0920759Z 874a7d0cadab18218a84ad3579d329dc95c51820
2026-02-21T08:14:47.0924358Z ##[endgroup]
2026-02-21T08:14:47.0924784Z ##[group]Determining the checkout info
2026-02-21T08:14:47.0926138Z ##[endgroup]
2026-02-21T08:14:47.0931383Z [command]/usr/bin/git sparse-checkout disable
2026-02-21T08:14:47.0975184Z [command]/usr/bin/git config --local --unset-all extensions.worktreeConfig
2026-02-21T08:14:47.1002251Z ##[group]Checking out the ref
2026-02-21T08:14:47.1005738Z [command]/usr/bin/git checkout --progress --force -B main refs/remotes/origin/main
2026-02-21T08:14:47.1450800Z Switched to a new branch 'main'
2026-02-21T08:14:47.1451299Z branch 'main' set up to track 'origin/main'.
2026-02-21T08:14:47.1457208Z ##[endgroup]
2026-02-21T08:14:47.1495582Z [command]/usr/bin/git log -1 --format=%H
2026-02-21T08:14:47.1521842Z 874a7d0cadab18218a84ad3579d329dc95c51820
2026-02-21T08:14:47.1751967Z ##[group]Run actions/setup-python@v6
2026-02-21T08:14:47.1752242Z with:
2026-02-21T08:14:47.1752410Z   python-version: 3.12
2026-02-21T08:14:47.1752603Z   check-latest: false
2026-02-21T08:14:47.1752906Z   token: ***
2026-02-21T08:14:47.1753080Z   update-environment: true
2026-02-21T08:14:47.1753281Z   allow-prereleases: false
2026-02-21T08:14:47.1753482Z   freethreaded: false
2026-02-21T08:14:47.1753650Z env:
2026-02-21T08:14:47.1753812Z   HELION_AUTOTUNE_LOG_LEVEL: INFO
2026-02-21T08:14:47.1754519Z ##[endgroup]
2026-02-21T08:14:47.1774605Z ##[command]/usr/bin/docker exec  c809f96c0a43d92850ecd59b0c419fc296be01d2ebbe773b8565a6dba17019d0 sh -c "cat /etc/*release | grep ^ID"
2026-02-21T08:14:47.4150191Z ##[group]Installed versions
2026-02-21T08:14:47.4161804Z Version 3.12 was not found in the local cache
2026-02-21T08:14:47.8736022Z Version 3.12 is available for downloading
2026-02-21T08:14:47.8737266Z Download from "https://github.com/actions/python-versions/releases/download/3.12.12-18393146713/python-3.12.12-linux-24.04-x64.tar.gz"
2026-02-21T08:14:48.3714245Z Extract downloaded archive
2026-02-21T08:14:48.3842981Z [command]/usr/bin/tar xz --warning=no-unknown-keyword --overwrite -C /__w/_temp/ea56d795-4f1c-410d-9427-c8dfb45975fa -f /__w/_temp/5f41aae2-1bfd-4eda-9f8c-f15d360c727a
2026-02-21T08:14:50.2423927Z Execute installation script
2026-02-21T08:14:50.2538742Z Check if Python hostedtoolcache folder exist...
2026-02-21T08:14:50.2539124Z Creating Python hostedtoolcache folder...
2026-02-21T08:14:50.2551227Z Create Python 3.12.12 folder
2026-02-21T08:14:50.2561991Z Copy Python binaries to hostedtoolcache folder
2026-02-21T08:14:50.9690597Z Create additional symlinks (Required for the UsePythonVersion Azure Pipelines task and the setup-python GitHub Action)
2026-02-21T08:14:50.9729036Z Upgrading pip...
2026-02-21T08:14:52.9205656Z Looking in links: /tmp/tmpxn_mxffu
2026-02-21T08:14:52.9208337Z Requirement already satisfied: pip in /__w/_tool/Python/3.12.12/x64/lib/python3.12/site-packages (25.0.1)
2026-02-21T08:14:52.9264689Z ##[error]WARNING: Running pip as the 'root' user can result in broken permissions and conflicting behaviour with the system package manager, possibly rendering your system unusable. It is recommended to use a virtual environment instead: https://pip.pypa.io/warnings/venv. Use the --root-user-action option if you know what you are doing and want to suppress this warning.
2026-02-21T08:14:53.6832863Z ##[error]WARNING: The directory '/github/home/.cache/pip' or its parent directory is not owned or is not writable by the current user. The cache has been disabled. Check the permissions and owner of that directory. If executing pip with sudo, you should use sudo's -H flag.
2026-02-21T08:14:53.8725803Z Collecting pip
2026-02-21T08:14:53.9286107Z Downloading pip-26.0.1-py3-none-any.whl.metadata (4.7 kB)
2026-02-21T08:14:53.9422635Z Downloading pip-26.0.1-py3-none-any.whl (1.8 MB)
2026-02-21T08:14:53.9992547Z ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 1.8/1.8 MB 55.7 MB/s eta 0:00:00
2026-02-21T08:14:53.9993110Z 
2026-02-21T08:14:54.0113354Z Installing collected packages: pip
2026-02-21T08:14:54.0114973Z Attempting uninstall: pip
2026-02-21T08:14:54.0133580Z Found existing installation: pip 25.0.1
2026-02-21T08:14:54.0480432Z Uninstalling pip-25.0.1:
2026-02-21T08:14:54.0536631Z Successfully uninstalled pip-25.0.1
2026-02-21T08:14:54.9040556Z Successfully installed pip-26.0.1
2026-02-21T08:14:54.9523641Z Create complete file
2026-02-21T08:14:54.9566332Z Successfully set up CPython (3.12.12)
2026-02-21T08:14:54.9566907Z ##[endgroup]
2026-02-21T08:14:54.9832395Z ##[group]Run astral-sh/setup-uv@v7
2026-02-21T08:14:54.9832665Z with:
2026-02-21T08:14:54.9832848Z   activate-environment: false
2026-02-21T08:14:54.9833123Z   working-directory: /home/charlie/_work/helion/helion
2026-02-21T08:14:54.9833533Z   github-token: ***
2026-02-21T08:14:54.9833701Z   enable-cache: auto
2026-02-21T08:14:54.9834356Z   cache-dependency-glob: **/*requirements*.txt
**/*requirements*.in
**/*constraints*.txt
**/*constraints*.in
**/pyproject.toml
**/uv.lock
**/*.py.lock

2026-02-21T08:14:54.9834904Z   restore-cache: true
2026-02-21T08:14:54.9835077Z   save-cache: true
2026-02-21T08:14:54.9835248Z   prune-cache: true
2026-02-21T08:14:54.9835414Z   cache-python: false
2026-02-21T08:14:54.9835601Z   ignore-nothing-to-cache: false
2026-02-21T08:14:54.9835817Z   ignore-empty-workdir: false
2026-02-21T08:14:54.9836037Z   add-problem-matchers: true
2026-02-21T08:14:54.9836243Z   resolution-strategy: highest
2026-02-21T08:14:54.9836433Z env:
2026-02-21T08:14:54.9836615Z   HELION_AUTOTUNE_LOG_LEVEL: INFO
2026-02-21T08:14:54.9836853Z   pythonLocation: /__w/_tool/Python/3.12.12/x64
2026-02-21T08:14:54.9837181Z   PKG_CONFIG_PATH: /__w/_tool/Python/3.12.12/x64/lib/pkgconfig
2026-02-21T08:14:54.9837485Z   Python_ROOT_DIR: /__w/_tool/Python/3.12.12/x64
2026-02-21T08:14:54.9837746Z   Python2_ROOT_DIR: /__w/_tool/Python/3.12.12/x64
2026-02-21T08:14:54.9838009Z   Python3_ROOT_DIR: /__w/_tool/Python/3.12.12/x64
2026-02-21T08:14:54.9838318Z   LD_LIBRARY_PATH: /__w/_tool/Python/3.12.12/x64/lib:/usr/local/cuda/lib64
2026-02-21T08:14:54.9838619Z ##[endgroup]
2026-02-21T08:14:54.9844171Z ##[command]/usr/bin/docker exec  c809f96c0a43d92850ecd59b0c419fc296be01d2ebbe773b8565a6dba17019d0 sh -c "cat /etc/*release | grep ^ID"
2026-02-21T08:14:55.2531450Z (node:802) [DEP0040] DeprecationWarning: The `punycode` module is deprecated. Please use a userland alternative instead.
2026-02-21T08:14:55.2532132Z (Use `node --trace-deprecation ...` to show where the warning was created)
2026-02-21T08:14:55.2627770Z Trying to find version for uv in: /__w/helion/helion/uv.toml
2026-02-21T08:14:55.2628149Z Could not find file: /__w/helion/helion/uv.toml
2026-02-21T08:14:55.2629044Z Trying to find version for uv in: /__w/helion/helion/pyproject.toml
2026-02-21T08:14:55.2638545Z Could not determine uv version from uv.toml or pyproject.toml. Falling back to latest.
2026-02-21T08:14:55.2639797Z Getting latest version from GitHub API...
2026-02-21T08:14:55.4757048Z manifest-file not provided, reading from local file.
2026-02-21T08:14:55.4797191Z manifest-file does not contain version 0.10.4, arch x86_64, platform unknown-linux-gnu. Falling back to GitHub releases.
2026-02-21T08:14:55.4798276Z Downloading uv from "https://github.com/astral-sh/uv/releases/download/0.10.4/uv-x86_64-unknown-linux-gnu.tar.gz" ...
2026-02-21T08:14:55.8793400Z [command]/usr/bin/tar xz --warning=no-unknown-keyword --overwrite -C /__w/_temp/1a6bdaec-4aef-4914-bc8c-40fe287c9da0 -f /__w/_temp/f80b5611-e6b0-4bac-a924-3b95e81fb5c0
2026-02-21T08:14:56.3058533Z Added /github/home/.local/bin to the path
2026-02-21T08:14:56.3061866Z Added /__w/_tool/uv/0.10.4/x86_64 to the path
2026-02-21T08:14:56.3063499Z Set UV_PYTHON_INSTALL_DIR to /github/home/.local/share/uv/python
2026-02-21T08:14:56.3063936Z Added /github/home/.local/share/uv/python to the path
2026-02-21T08:14:56.3070564Z Successfully installed uv version 0.10.4
2026-02-21T08:14:56.4779223Z ##[group]Run uv venv --python 3.12
2026-02-21T08:14:56.4779537Z uv venv --python 3.12
2026-02-21T08:14:56.4779881Z shell: bash -l {0}
2026-02-21T08:14:56.4780046Z env:
2026-02-21T08:14:56.4780209Z   HELION_AUTOTUNE_LOG_LEVEL: INFO
2026-02-21T08:14:56.4780473Z   pythonLocation: /__w/_tool/Python/3.12.12/x64
2026-02-21T08:14:56.4780796Z   PKG_CONFIG_PATH: /__w/_tool/Python/3.12.12/x64/lib/pkgconfig
2026-02-21T08:14:56.4781112Z   Python_ROOT_DIR: /__w/_tool/Python/3.12.12/x64
2026-02-21T08:14:56.4781415Z   Python2_ROOT_DIR: /__w/_tool/Python/3.12.12/x64
2026-02-21T08:14:56.4781685Z   Python3_ROOT_DIR: /__w/_tool/Python/3.12.12/x64
2026-02-21T08:14:56.4782011Z   LD_LIBRARY_PATH: /__w/_tool/Python/3.12.12/x64/lib:/usr/local/cuda/lib64
2026-02-21T08:14:56.4782410Z   UV_PYTHON_INSTALL_DIR: /github/home/.local/share/uv/python
2026-02-21T08:14:56.4782700Z ##[endgroup]
2026-02-21T08:14:56.6259513Z Using CPython 3.12.12 interpreter at: /__w/_tool/Python/3.12.12/x64/bin/python3.12
2026-02-21T08:14:56.6260081Z Creating virtual environment at: .venv
2026-02-21T08:14:56.6265388Z Activate with: source .venv/bin/activate
2026-02-21T08:14:56.6352648Z ##[group]Run source .venv/bin/activate
2026-02-21T08:14:56.6352971Z source .venv/bin/activate
2026-02-21T08:14:56.6353388Z uv pip install -U "torch==2.9.*" --index-url https://download.pytorch.org/whl/cu128
2026-02-21T08:14:56.6354203Z shell: bash -l {0}
2026-02-21T08:14:56.6354373Z env:
2026-02-21T08:14:56.6354538Z   HELION_AUTOTUNE_LOG_LEVEL: INFO
2026-02-21T08:14:56.6354785Z   pythonLocation: /__w/_tool/Python/3.12.12/x64
2026-02-21T08:14:56.6355083Z   PKG_CONFIG_PATH: /__w/_tool/Python/3.12.12/x64/lib/pkgconfig
2026-02-21T08:14:56.6355388Z   Python_ROOT_DIR: /__w/_tool/Python/3.12.12/x64
2026-02-21T08:14:56.6355667Z   Python2_ROOT_DIR: /__w/_tool/Python/3.12.12/x64
2026-02-21T08:14:56.6355982Z   Python3_ROOT_DIR: /__w/_tool/Python/3.12.12/x64
2026-02-21T08:14:56.6356301Z   LD_LIBRARY_PATH: /__w/_tool/Python/3.12.12/x64/lib:/usr/local/cuda/lib64
2026-02-21T08:14:56.6356654Z   UV_PYTHON_INSTALL_DIR: /github/home/.local/share/uv/python
2026-02-21T08:14:56.6356943Z ##[endgroup]
2026-02-21T08:14:57.0894704Z Resolved 26 packages in 284ms
2026-02-21T08:14:57.0956695Z Downloading torch (859.1MiB)
2026-02-21T08:14:57.0981223Z Downloading triton (162.6MiB)
2026-02-21T08:14:57.1021882Z Downloading sympy (6.0MiB)
2026-02-21T08:14:57.1025349Z Downloading nvidia-cuda-nvrtc-cu12 (84.0MiB)
2026-02-21T08:14:57.1089838Z Downloading nvidia-nccl-cu12 (307.4MiB)
2026-02-21T08:14:57.1219594Z Downloading networkx (2.0MiB)
2026-02-21T08:14:57.1350186Z Downloading nvidia-cufft-cu12 (184.2MiB)
2026-02-21T08:14:57.1381223Z Downloading nvidia-nvshmem-cu12 (118.9MiB)
2026-02-21T08:14:57.1404802Z Downloading nvidia-cuda-cupti-cu12 (9.8MiB)
2026-02-21T08:14:57.1466504Z Downloading nvidia-cusparse-cu12 (274.9MiB)
2026-02-21T08:14:57.1611621Z Downloading nvidia-cublas-cu12 (566.8MiB)
2026-02-21T08:14:57.1674412Z Downloading nvidia-cufile-cu12 (1.1MiB)
2026-02-21T08:14:57.1788464Z Downloading nvidia-cusolver-cu12 (255.1MiB)
2026-02-21T08:14:57.1820870Z Downloading nvidia-cusparselt-cu12 (273.9MiB)
2026-02-21T08:14:57.1878564Z Downloading nvidia-nvjitlink-cu12 (37.4MiB)
2026-02-21T08:14:57.1909120Z Downloading nvidia-curand-cu12 (60.7MiB)
2026-02-21T08:14:57.2003298Z Downloading nvidia-cudnn-cu12 (674.0MiB)
2026-02-21T08:14:57.4624783Z  Downloaded nvidia-cufile-cu12
2026-02-21T08:14:57.6529650Z  Downloaded networkx
2026-02-21T08:14:58.5621675Z  Downloaded sympy
2026-02-21T08:14:59.1584944Z  Downloaded nvidia-cuda-cupti-cu12
2026-02-21T08:14:59.9733863Z  Downloaded triton
2026-02-21T08:15:01.7486624Z  Downloaded nvidia-cuda-nvrtc-cu12
2026-02-21T08:15:02.1317161Z  Downloaded nvidia-nvjitlink-cu12
2026-02-21T08:15:03.2492596Z  Downloaded nvidia-curand-cu12
2026-02-21T08:15:07.8169289Z  Downloaded nvidia-nvshmem-cu12
2026-02-21T08:15:14.3926479Z  Downloaded nvidia-nccl-cu12
2026-02-21T08:15:14.7563608Z  Downloaded nvidia-cufft-cu12
2026-02-21T08:15:15.3900586Z  Downloaded torch
2026-02-21T08:15:16.8431356Z  Downloaded nvidia-cusparse-cu12
2026-02-21T08:15:17.8403398Z  Downloaded nvidia-cusparselt-cu12
2026-02-21T08:15:18.5721897Z  Downloaded nvidia-cusolver-cu12
2026-02-21T08:15:20.8751278Z  Downloaded nvidia-cublas-cu12
2026-02-21T08:15:22.2012623Z  Downloaded nvidia-cudnn-cu12
2026-02-21T08:15:22.2076909Z Prepared 26 packages in 25.11s
2026-02-21T08:15:22.2131394Z warning: Failed to hardlink files; falling back to full copy. This may lead to degraded performance.
2026-02-21T08:15:22.2133563Z          If the cache and target directories are on different filesystems, hardlinking may not be supported.
2026-02-21T08:15:22.2137952Z          If this is intentional, set `export UV_LINK_MODE=copy` or use `--link-mode=copy` to suppress this warning.
2026-02-21T08:15:26.5279384Z Installed 26 packages in 4.31s
2026-02-21T08:15:26.5279723Z  + filelock==3.20.0
2026-02-21T08:15:26.5279946Z  + fsspec==2025.12.0
2026-02-21T08:15:26.5280167Z  + jinja2==3.1.6
2026-02-21T08:15:26.5281581Z  + markupsafe==3.0.2
2026-02-21T08:15:26.5281864Z  + mpmath==1.3.0
2026-02-21T08:15:26.5282100Z  + networkx==3.6.1
2026-02-21T08:15:26.5283048Z  + nvidia-cublas-cu12==12.8.4.1
2026-02-21T08:15:26.5283393Z  + nvidia-cuda-cupti-cu12==12.8.90
2026-02-21T08:15:26.5283690Z  + nvidia-cuda-nvrtc-cu12==12.8.93
2026-02-21T08:15:26.5284174Z  + nvidia-cuda-runtime-cu12==12.8.90
2026-02-21T08:15:26.5284483Z  + nvidia-cudnn-cu12==9.10.2.21
2026-02-21T08:15:26.5284738Z  + nvidia-cufft-cu12==11.3.3.83
2026-02-21T08:15:26.5284992Z  + nvidia-cufile-cu12==1.13.1.3
2026-02-21T08:15:26.5285246Z  + nvidia-curand-cu12==10.3.9.90
2026-02-21T08:15:26.5285515Z  + nvidia-cusolver-cu12==11.7.3.90
2026-02-21T08:15:26.5285798Z  + nvidia-cusparse-cu12==12.5.8.93
2026-02-21T08:15:26.5286076Z  + nvidia-cusparselt-cu12==0.7.1
2026-02-21T08:15:26.5286337Z  + nvidia-nccl-cu12==2.27.5
2026-02-21T08:15:26.5286578Z  + nvidia-nvjitlink-cu12==12.8.93
2026-02-21T08:15:26.5286839Z  + nvidia-nvshmem-cu12==3.3.20
2026-02-21T08:15:26.5287093Z  + nvidia-nvtx-cu12==12.8.90
2026-02-21T08:15:26.5287338Z  + setuptools==70.2.0
2026-02-21T08:15:26.5287545Z  + sympy==1.14.0
2026-02-21T08:15:26.5287752Z  + torch==2.9.1+cu128
2026-02-21T08:15:26.5287960Z  + triton==3.5.1
2026-02-21T08:15:26.5288191Z  + typing-extensions==4.15.0
2026-02-21T08:15:26.5426380Z ##[group]Run source .venv/bin/activate
2026-02-21T08:15:26.5426757Z source .venv/bin/activate
2026-02-21T08:15:26.5427096Z SETUPTOOLS_SCM_PRETEND_VERSION="0.0.0" uv pip install -e .'[dev]'
2026-02-21T08:15:26.5427475Z python -c "import helion; print(helion.__name__)"
2026-02-21T08:15:26.5427982Z shell: bash -l {0}
2026-02-21T08:15:26.5428151Z env:
2026-02-21T08:15:26.5428310Z   HELION_AUTOTUNE_LOG_LEVEL: INFO
2026-02-21T08:15:26.5428833Z   pythonLocation: /__w/_tool/Python/3.12.12/x64
2026-02-21T08:15:26.5429144Z   PKG_CONFIG_PATH: /__w/_tool/Python/3.12.12/x64/lib/pkgconfig
2026-02-21T08:15:26.5429456Z   Python_ROOT_DIR: /__w/_tool/Python/3.12.12/x64
2026-02-21T08:15:26.5429714Z   Python2_ROOT_DIR: /__w/_tool/Python/3.12.12/x64
2026-02-21T08:15:26.5429984Z   Python3_ROOT_DIR: /__w/_tool/Python/3.12.12/x64
2026-02-21T08:15:26.5430320Z   LD_LIBRARY_PATH: /__w/_tool/Python/3.12.12/x64/lib:/usr/local/cuda/lib64
2026-02-21T08:15:26.5430710Z   UV_PYTHON_INSTALL_DIR: /github/home/.local/share/uv/python
2026-02-21T08:15:26.5430979Z ##[endgroup]
2026-02-21T08:15:28.4730268Z Resolved 30 packages in 1.71s
2026-02-21T08:15:28.4740322Z    Building helion @ file:///__w/helion/helion
2026-02-21T08:15:28.4898326Z Downloading scikit-learn (8.5MiB)
2026-02-21T08:15:28.4911641Z Downloading scipy (33.4MiB)
2026-02-21T08:15:28.4913289Z Downloading pygments (1.2MiB)
2026-02-21T08:15:28.4935808Z Downloading numpy (15.8MiB)
2026-02-21T08:15:28.4937639Z Downloading virtualenv (5.6MiB)
2026-02-21T08:15:28.6480718Z  Downloaded pygments
2026-02-21T08:15:28.6607654Z       Built helion @ file:///__w/helion/helion
2026-02-21T08:15:28.6847847Z  Downloaded virtualenv
2026-02-21T08:15:29.0736645Z  Downloaded scikit-learn
2026-02-21T08:15:29.1237296Z  Downloaded numpy
2026-02-21T08:15:29.5285845Z  Downloaded scipy
2026-02-21T08:15:29.5306887Z Prepared 27 packages in 1.05s
2026-02-21T08:15:29.5314451Z Uninstalled 1 package in 0.68ms
2026-02-21T08:15:29.5320778Z warning: Failed to hardlink files; falling back to full copy. This may lead to degraded performance.
2026-02-21T08:15:29.5321670Z          If the cache and target directories are on different filesystems, hardlinking may not be supported.
2026-02-21T08:15:29.5322501Z          If this is intentional, set `export UV_LINK_MODE=copy` or use `--link-mode=copy` to suppress this warning.
2026-02-21T08:15:29.8676365Z Installed 29 packages in 335ms
2026-02-21T08:15:29.8676864Z  + cfgv==3.5.0
2026-02-21T08:15:29.8677192Z  + distlib==0.4.0
2026-02-21T08:15:29.8691518Z  + expecttest==0.3.0
2026-02-21T08:15:29.8691744Z  + filecheck==1.0.3
2026-02-21T08:15:29.8691948Z  - filelock==3.20.0
2026-02-21T08:15:29.8692136Z  + filelock==3.24.3
2026-02-21T08:15:29.8692353Z  + helion==0.0.0 (from file:///__w/helion/helion)
2026-02-21T08:15:29.8692644Z  + hypothesis==6.151.9
2026-02-21T08:15:29.8692833Z  + identify==2.6.16
2026-02-21T08:15:29.8693015Z  + iniconfig==2.3.0
2026-02-21T08:15:29.8693188Z  + joblib==1.5.3
2026-02-21T08:15:29.8693399Z  + markdown-it-py==4.0.0
2026-02-21T08:15:29.8693622Z  + mdurl==0.1.2
2026-02-21T08:15:29.8693794Z  + nodeenv==1.10.0
2026-02-21T08:15:29.8694162Z  + numpy==2.4.2
2026-02-21T08:15:29.8694349Z  + packaging==26.0
2026-02-21T08:15:29.8694539Z  + platformdirs==4.9.2
2026-02-21T08:15:29.8694773Z  + pluggy==1.6.0
2026-02-21T08:15:29.8694953Z  + pre-commit==4.5.1
2026-02-21T08:15:29.8695132Z  + psutil==7.2.2
2026-02-21T08:15:29.8695306Z  + pygments==2.19.2
2026-02-21T08:15:29.8695478Z  + pytest==9.0.2
2026-02-21T08:15:29.8695665Z  + pytest-timeout==2.4.0
2026-02-21T08:15:29.8695856Z  + pyyaml==6.0.3
2026-02-21T08:15:29.8696028Z  + rich==14.3.3
2026-02-21T08:15:29.8696265Z  + scikit-learn==1.8.0
2026-02-21T08:15:29.8696447Z  + scipy==1.17.0
2026-02-21T08:15:29.8696629Z  + sortedcontainers==2.4.0
2026-02-21T08:15:29.8696835Z  + threadpoolctl==3.6.0
2026-02-21T08:15:29.8697033Z  + virtualenv==20.38.0
2026-02-21T08:15:45.1510416Z helion
2026-02-21T08:15:46.0655803Z ##[group]Run set -x
2026-02-21T08:15:46.0656080Z set -x
2026-02-21T08:15:46.0656288Z source .venv/bin/activate
2026-02-21T08:15:46.0656571Z uv pip install pip
2026-02-21T08:15:46.0656859Z uv pip install quack-kernels --no-deps
2026-02-21T08:15:46.0657226Z mkdir -p benchmarks/ && pushd benchmarks/
2026-02-21T08:15:46.0657673Z git clone https://github.com/pytorch-labs/tritonbench/
2026-02-21T08:15:46.0658052Z pushd tritonbench/
2026-02-21T08:15:46.0658336Z git submodule update --init --recursive
2026-02-21T08:15:46.0658990Z uv pip install -r requirements.txt
2026-02-21T08:15:46.0659275Z python install.py --liger
2026-02-21T08:15:46.0659543Z uv pip install -e . --no-deps
2026-02-21T08:15:46.0659794Z popd
2026-02-21T08:15:46.0659960Z popd
2026-02-21T08:15:46.0660256Z shell: bash -l {0}
2026-02-21T08:15:46.0660443Z env:
2026-02-21T08:15:46.0660623Z   HELION_AUTOTUNE_LOG_LEVEL: INFO
2026-02-21T08:15:46.0660920Z   pythonLocation: /__w/_tool/Python/3.12.12/x64
2026-02-21T08:15:46.0661311Z   PKG_CONFIG_PATH: /__w/_tool/Python/3.12.12/x64/lib/pkgconfig
2026-02-21T08:15:46.0661692Z   Python_ROOT_DIR: /__w/_tool/Python/3.12.12/x64
2026-02-21T08:15:46.0662029Z   Python2_ROOT_DIR: /__w/_tool/Python/3.12.12/x64
2026-02-21T08:15:46.0662362Z   Python3_ROOT_DIR: /__w/_tool/Python/3.12.12/x64
2026-02-21T08:15:46.0662782Z   LD_LIBRARY_PATH: /__w/_tool/Python/3.12.12/x64/lib:/usr/local/cuda/lib64
2026-02-21T08:15:46.0663256Z   UV_PYTHON_INSTALL_DIR: /github/home/.local/share/uv/python
2026-02-21T08:15:46.0663628Z ##[endgroup]
2026-02-21T08:15:46.1446529Z + source .venv/bin/activate
2026-02-21T08:15:46.1446890Z ++ '[' -z '' ']'
2026-02-21T08:15:46.1447082Z ++ '[' -n x ']'
2026-02-21T08:15:46.1447272Z ++ SCRIPT_PATH=.venv/bin/activate
2026-02-21T08:15:46.1447641Z ++ '[' .venv/bin/activate = /__w/_temp/71eba1ad-0365-44db-8db7-b5331fcc70a4.sh ']'
2026-02-21T08:15:46.1448051Z ++ deactivate nondestructive
2026-02-21T08:15:46.1448282Z ++ unset -f pydoc
2026-02-21T08:15:46.1448465Z ++ '[' -z '' ']'
2026-02-21T08:15:46.1448633Z ++ '[' -z '' ']'
2026-02-21T08:15:46.1448793Z ++ hash -r
2026-02-21T08:15:46.1448953Z ++ '[' -z '' ']'
2026-02-21T08:15:46.1449130Z ++ unset VIRTUAL_ENV
2026-02-21T08:15:46.1449320Z ++ unset VIRTUAL_ENV_PROMPT
2026-02-21T08:15:46.1449566Z ++ '[' '!' nondestructive = nondestructive ']'
2026-02-21T08:15:46.1449839Z ++ VIRTUAL_ENV=/__w/helion/helion/.venv
2026-02-21T08:15:46.1452561Z ++ '[' linux-gnu = cygwin ']'
2026-02-21T08:15:46.1452795Z ++ '[' linux-gnu = msys ']'
2026-02-21T08:15:46.1454538Z ++ export VIRTUAL_ENV
2026-02-21T08:15:46.1454997Z ++ '[' -z '' ']'
2026-02-21T08:15:46.1455222Z ++ unset SCRIPT_PATH
2026-02-21T08:15:46.1456165Z ++ _OLD_VIRTUAL_PATH=/github/home/.local/share/uv/python:/__w/_tool/uv/0.10.4/x86_64:/github/home/.local/bin:/__w/_tool/Python/3.12.12/x64/bin:/__w/_tool/Python/3.12.12/x64:/usr/local/cuda/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin
2026-02-21T08:15:46.1457863Z ++ PATH=/__w/helion/helion/.venv/bin:/github/home/.local/share/uv/python:/__w/_tool/uv/0.10.4/x86_64:/github/home/.local/bin:/__w/_tool/Python/3.12.12/x64/bin:/__w/_tool/Python/3.12.12/x64:/usr/local/cuda/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin
2026-02-21T08:15:46.1458833Z ++ export PATH
2026-02-21T08:15:46.1459024Z ++ '[' xhelion '!=' x ']'
2026-02-21T08:15:46.1459234Z ++ VIRTUAL_ENV_PROMPT=helion
2026-02-21T08:15:46.1459464Z ++ export VIRTUAL_ENV_PROMPT
2026-02-21T08:15:46.1459681Z ++ '[' -z '' ']'
2026-02-21T08:15:46.1459869Z ++ '[' -z '' ']'
2026-02-21T08:15:46.1460046Z ++ _OLD_VIRTUAL_PS1=
2026-02-21T08:15:46.1460230Z ++ PS1='(helion) '
2026-02-21T08:15:46.1460410Z ++ export PS1
2026-02-21T08:15:46.1460580Z ++ alias pydoc
2026-02-21T08:15:46.1460761Z ++ true
2026-02-21T08:15:46.1460913Z ++ hash -r
2026-02-21T08:15:46.1461088Z + uv pip install pip
2026-02-21T08:15:46.2163655Z Resolved 1 package in 60ms
2026-02-21T08:15:46.2256981Z Downloading pip (1.7MiB)
2026-02-21T08:15:46.2893920Z  Downloaded pip
2026-02-21T08:15:46.3023734Z Prepared 1 package in 85ms
2026-02-21T08:15:46.3054239Z warning: Failed to hardlink files; falling back to full copy. This may lead to degraded performance.
2026-02-21T08:15:46.3054954Z          If the cache and target directories are on different filesystems, hardlinking may not be supported.
2026-02-21T08:15:46.3055682Z          If this is intentional, set `export UV_LINK_MODE=copy` or use `--link-mode=copy` to suppress this warning.
2026-02-21T08:15:46.3918656Z Installed 1 package in 89ms
2026-02-21T08:15:46.3919479Z  + pip==26.0.1
2026-02-21T08:15:46.3966023Z + uv pip install quack-kernels --no-deps
2026-02-21T08:15:46.4452620Z Resolved 1 package in 39ms
2026-02-21T08:15:46.5027649Z Prepared 1 package in 57ms
2026-02-21T08:15:46.5056977Z warning: Failed to hardlink files; falling back to full copy. This may lead to degraded performance.
2026-02-21T08:15:46.5057702Z          If the cache and target directories are on different filesystems, hardlinking may not be supported.
2026-02-21T08:15:46.5058393Z          If this is intentional, set `export UV_LINK_MODE=copy` or use `--link-mode=copy` to suppress this warning.
2026-02-21T08:15:46.5290610Z Installed 1 package in 26ms
2026-02-21T08:15:46.5290968Z  + quack-kernels==0.2.10
2026-02-21T08:15:46.5335715Z + mkdir -p benchmarks/
2026-02-21T08:15:46.5348995Z + pushd benchmarks/
2026-02-21T08:15:46.5349314Z + git clone https://github.com/pytorch-labs/tritonbench/
2026-02-21T08:15:46.5349732Z /__w/helion/helion/benchmarks /__w/helion/helion
2026-02-21T08:15:46.5363804Z Cloning into 'tritonbench'...
2026-02-21T08:15:48.7495315Z + pushd tritonbench/
2026-02-21T08:15:48.7495622Z + git submodule update --init --recursive
2026-02-21T08:15:48.7496128Z /__w/helion/helion/benchmarks/tritonbench /__w/helion/helion/benchmarks /__w/helion/helion
2026-02-21T08:15:48.8060527Z Submodule 'submodules/ThunderKittens' (https://github.com/HazyResearch/ThunderKittens.git) registered for path 'submodules/ThunderKittens'
2026-02-21T08:15:48.8909361Z Submodule 'submodules/aiter' (https://github.com/ROCm/aiter.git) registered for path 'submodules/aiter'
2026-02-21T08:15:48.9342765Z Submodule 'submodules/cutlass' (https://github.com/NVIDIA/cutlass.git) registered for path 'submodules/cutlass'
2026-02-21T08:15:48.9906579Z Submodule 'submodules/flash-attention' (https://github.com/Dao-AILab/flash-attention.git) registered for path 'submodules/flash-attention'
2026-02-21T08:15:49.0149228Z Submodule 'submodules/generative-recommenders' (https://github.com/facebookresearch/generative-recommenders.git) registered for path 'submodules/generative-recommenders'
2026-02-21T08:15:49.1205629Z Submodule 'submodules/xformers' (https://github.com/facebookresearch/xformers.git) registered for path 'submodules/xformers'
2026-02-21T08:15:49.1240533Z Cloning into '/__w/helion/helion/benchmarks/tritonbench/submodules/ThunderKittens'...
2026-02-21T08:15:54.2139324Z Cloning into '/__w/helion/helion/benchmarks/tritonbench/submodules/aiter'...
2026-02-21T08:16:25.7350600Z Cloning into '/__w/helion/helion/benchmarks/tritonbench/submodules/cutlass'...
2026-02-21T08:16:32.7160145Z Cloning into '/__w/helion/helion/benchmarks/tritonbench/submodules/flash-attention'...
2026-02-21T08:16:35.1447672Z Cloning into '/__w/helion/helion/benchmarks/tritonbench/submodules/generative-recommenders'...
2026-02-21T08:16:36.8608182Z Cloning into '/__w/helion/helion/benchmarks/tritonbench/submodules/xformers'...
2026-02-21T08:16:43.0455088Z Submodule path 'submodules/ThunderKittens': checked out '25f7568450b412a1984a4f619fb28373df06fa1b'
2026-02-21T08:16:44.0107297Z Submodule path 'submodules/aiter': checked out '1f5b378dcc9d9b0bcd9456c8c767b7424a5e8190'
2026-02-21T08:16:44.0621429Z Submodule '3rdparty/composable_kernel' (https://github.com/ROCm/composable_kernel.git) registered for path 'submodules/aiter/3rdparty/composable_kernel'
2026-02-21T08:16:44.0653597Z Cloning into '/__w/helion/helion/benchmarks/tritonbench/submodules/aiter/3rdparty/composable_kernel'...
2026-02-21T08:16:53.6559260Z Submodule path 'submodules/aiter/3rdparty/composable_kernel': checked out 'e31a7a4f29b371c32ea9daf9211b6ae1fed2fa40'
2026-02-21T08:16:55.1776750Z Submodule path 'submodules/cutlass': checked out 'ad7b2f5e84fcfa124cb02b91d5bd26d238c0459e'
2026-02-21T08:16:55.7351344Z Submodule path 'submodules/flash-attention': checked out '43375aab2893018dfb7950db1cfa623c14946ad6'
2026-02-21T08:16:55.8647691Z Submodule 'csrc/composable_kernel' (https://github.com/ROCm/composable_kernel.git) registered for path 'submodules/flash-attention/csrc/composable_kernel'
2026-02-21T08:16:55.9892975Z Submodule 'csrc/cutlass' (https://github.com/NVIDIA/cutlass.git) registered for path 'submodules/flash-attention/csrc/cutlass'
2026-02-21T08:16:55.9933139Z Cloning into '/__w/helion/helion/benchmarks/tritonbench/submodules/flash-attention/csrc/composable_kernel'...
2026-02-21T08:17:05.6255407Z Cloning into '/__w/helion/helion/benchmarks/tritonbench/submodules/flash-attention/csrc/cutlass'...
2026-02-21T08:17:13.8647719Z Submodule path 'submodules/flash-attention/csrc/composable_kernel': checked out 'e8709c24f403173ad21a2da907d1347957e324fb'
2026-02-21T08:17:14.5847848Z Submodule path 'submodules/flash-attention/csrc/cutlass': checked out 'b1d6e2c9b334dfa811e4183dfbd02419249e4b52'
2026-02-21T08:17:14.6567045Z Submodule path 'submodules/generative-recommenders': checked out '88512dbd71b053226bc4ef8ec1630e3db53e55e5'
2026-02-21T08:17:14.7410553Z Submodule 'generative_recommenders/ops/cpp/cutlass' (https://github.com/NVIDIA/cutlass.git) registered for path 'submodules/generative-recommenders/generative_recommenders/ops/cpp/cutlass'
2026-02-21T08:17:14.7441723Z Cloning into '/__w/helion/helion/benchmarks/tritonbench/submodules/generative-recommenders/generative_recommenders/ops/cpp/cutlass'...
2026-02-21T08:17:21.8712205Z Submodule path 'submodules/generative-recommenders/generative_recommenders/ops/cpp/cutlass': checked out 'dc4817921edda44a549197ff3a9dcf5df0636e7b'
2026-02-21T08:17:22.0114576Z Submodule path 'submodules/xformers': checked out '8fc8ec5a4d6498ff81c0c418b89bbaf133ae3a44'
2026-02-21T08:17:22.1392153Z Submodule 'third_party/composable_kernel_tiled' (https://github.com/ROCm/composable_kernel.git) registered for path 'submodules/xformers/third_party/composable_kernel_tiled'
2026-02-21T08:17:22.2305632Z Submodule 'third_party/cutlass' (https://github.com/NVIDIA/cutlass.git) registered for path 'submodules/xformers/third_party/cutlass'
2026-02-21T08:17:22.3341170Z Submodule 'third_party/flash-attention' (https://github.com/Dao-AILab/flash-attention.git) registered for path 'submodules/xformers/third_party/flash-attention'
2026-02-21T08:17:22.3376168Z Cloning into '/__w/helion/helion/benchmarks/tritonbench/submodules/xformers/third_party/composable_kernel_tiled'...
2026-02-21T08:17:28.5376903Z Cloning into '/__w/helion/helion/benchmarks/tritonbench/submodules/xformers/third_party/cutlass'...
2026-02-21T08:17:36.7043171Z Cloning into '/__w/helion/helion/benchmarks/tritonbench/submodules/xformers/third_party/flash-attention'...
2026-02-21T08:17:38.1380807Z Submodule path 'submodules/xformers/third_party/composable_kernel_tiled': checked out '4f54fa30583704f34da2ac50372d524cae6bad7d'
2026-02-21T08:17:38.9424535Z Submodule path 'submodules/xformers/third_party/cutlass': checked out 'e9627ce55b42fd2599f58cd4396da9380954def0'
2026-02-21T08:17:39.0529444Z Submodule path 'submodules/xformers/third_party/flash-attention': checked out '979702c87a8713a8e0a5e9fee122b90d2ef13be5'
2026-02-21T08:17:39.1046026Z Submodule 'csrc/composable_kernel' (https://github.com/ROCm/composable_kernel.git) registered for path 'submodules/xformers/third_party/flash-attention/csrc/composable_kernel'
2026-02-21T08:17:39.1395859Z Submodule 'csrc/cutlass' (https://github.com/NVIDIA/cutlass.git) registered for path 'submodules/xformers/third_party/flash-attention/csrc/cutlass'
2026-02-21T08:17:39.1429003Z Cloning into '/__w/helion/helion/benchmarks/tritonbench/submodules/xformers/third_party/flash-attention/csrc/composable_kernel'...
2026-02-21T08:17:44.1281475Z Cloning into '/__w/helion/helion/benchmarks/tritonbench/submodules/xformers/third_party/flash-attention/csrc/cutlass'...
2026-02-21T08:17:50.6682646Z Submodule path 'submodules/xformers/third_party/flash-attention/csrc/composable_kernel': checked out '888317e698e9803c62bd38568abc9e05d7709f33'
2026-02-21T08:17:51.4639282Z Submodule path 'submodules/xformers/third_party/flash-attention/csrc/cutlass': checked out 'c506e16788cb08416a4a57e11a9067beeee29420'
2026-02-21T08:17:51.4688100Z + uv pip install -r requirements.txt
2026-02-21T08:17:51.4771473Z Using Python 3.12.12 environment at: /__w/helion/helion/.venv
2026-02-21T08:17:52.4943390Z Resolved 30 packages in 1.01s
2026-02-21T08:17:52.5178984Z Downloading hf-xet (3.2MiB)
2026-02-21T08:17:52.5180844Z Downloading tokenizers (3.0MiB)
2026-02-21T08:17:52.5181963Z Downloading fonttools (4.7MiB)
2026-02-21T08:17:52.5184729Z Downloading pillow (6.7MiB)
2026-02-21T08:17:52.5187250Z Downloading matplotlib (8.3MiB)
2026-02-21T08:17:52.5188710Z Downloading kiwisolver (1.4MiB)
2026-02-21T08:17:52.5190130Z Downloading transformers (10.3MiB)
2026-02-21T08:17:52.6385245Z  Downloaded kiwisolver
2026-02-21T08:17:52.6957688Z  Downloaded tokenizers
2026-02-21T08:17:52.7089398Z  Downloaded hf-xet
2026-02-21T08:17:52.7893145Z  Downloaded pillow
2026-02-21T08:17:52.8019668Z  Downloaded fonttools
2026-02-21T08:17:52.8301240Z  Downloaded matplotlib
2026-02-21T08:17:53.0032192Z  Downloaded transformers
2026-02-21T08:17:53.0164554Z Prepared 23 packages in 521ms
2026-02-21T08:17:53.0204221Z warning: Failed to hardlink files; falling back to full copy. This may lead to degraded performance.
2026-02-21T08:17:53.0214905Z          If the cache and target directories are on different filesystems, hardlinking may not be supported.
2026-02-21T08:17:53.0215659Z          If this is intentional, set `export UV_LINK_MODE=copy` or use `--link-mode=copy` to suppress this warning.
2026-02-21T08:17:53.7908481Z Installed 23 packages in 774ms
2026-02-21T08:17:53.7908810Z  + certifi==2026.1.4
2026-02-21T08:17:53.7909156Z  + charset-normalizer==3.4.4
2026-02-21T08:17:53.7909426Z  + contourpy==1.3.3
2026-02-21T08:17:53.7909628Z  + cycler==0.12.1
2026-02-21T08:17:53.7911767Z  + fonttools==4.61.1
2026-02-21T08:17:53.7911980Z  + hf-xet==1.2.0
2026-02-21T08:17:53.7912163Z  + huggingface-hub==0.36.2
2026-02-21T08:17:53.7912376Z  + idna==3.11
2026-02-21T08:17:53.7912541Z  + kiwisolver==1.4.9
2026-02-21T08:17:53.7912730Z  + matplotlib==3.10.8
2026-02-21T08:17:53.7912921Z  + nvidia-ml-py==13.590.48
2026-02-21T08:17:53.7913128Z  + pillow==12.1.1
2026-02-21T08:17:53.7913317Z  + pyparsing==3.3.2
2026-02-21T08:17:53.7913514Z  + python-dateutil==2.9.0.post0
2026-02-21T08:17:53.7913733Z  + regex==2026.2.19
2026-02-21T08:17:53.7913916Z  + requests==2.32.5
2026-02-21T08:17:53.7914610Z  + safetensors==0.7.0
2026-02-21T08:17:53.7914798Z  + six==1.17.0
2026-02-21T08:17:53.7914968Z  + tabulate==0.9.0
2026-02-21T08:17:53.7915139Z  + tokenizers==0.21.4
2026-02-21T08:17:53.7915327Z  + tqdm==4.67.3
2026-02-21T08:17:53.7915506Z  + transformers==4.53.0
2026-02-21T08:17:53.7915698Z  + urllib3==2.6.3
2026-02-21T08:17:53.8025920Z + python install.py --liger
2026-02-21T08:17:59.2555733Z Using Python 3.12.12 environment at: /__w/helion/helion/.venv
2026-02-21T08:17:59.3920199Z Audited 6 packages in 137ms
2026-02-21T08:18:00.5903759Z INFO:__main__:[tritonbench] installing liger-kernels...
2026-02-21T08:18:00.5976654Z Using Python 3.12.12 environment at: /__w/helion/helion/.venv
2026-02-21T08:18:00.7185913Z Resolved 1 package in 119ms
2026-02-21T08:18:00.9659856Z Prepared 1 package in 247ms
2026-02-21T08:18:00.9691488Z warning: Failed to hardlink files; falling back to full copy. This may lead to degraded performance.
2026-02-21T08:18:00.9692185Z          If the cache and target directories are on different filesystems, hardlinking may not be supported.
2026-02-21T08:18:00.9692888Z          If this is intentional, set `export UV_LINK_MODE=copy` or use `--link-mode=copy` to suppress this warning.
2026-02-21T08:18:01.0162062Z Installed 1 package in 49ms
2026-02-21T08:18:01.0162670Z  + liger-kernel-nightly==0.7.0.dev20260219183429
2026-02-21T08:18:01.0205942Z INFO:__main__:[tritonbench] installation complete!
2026-02-21T08:18:01.3663903Z + uv pip install -e . --no-deps
2026-02-21T08:18:01.4495357Z Using Python 3.12.12 environment at: /__w/helion/helion/.venv
2026-02-21T08:18:01.4527506Z Resolved 1 package in 1ms
2026-02-21T08:18:01.4912194Z    Building tritonbench @ file:///__w/helion/helion/benchmarks/tritonbench
2026-02-21T08:18:03.5558872Z       Built tritonbench @ file:///__w/helion/helion/benchmarks/tritonbench
2026-02-21T08:18:03.6861975Z Prepared 1 package in 2.23s
2026-02-21T08:18:03.6867436Z warning: Failed to hardlink files; falling back to full copy. This may lead to degraded performance.
2026-02-21T08:18:03.6868184Z          If the cache and target directories are on different filesystems, hardlinking may not be supported.
2026-02-21T08:18:03.6868940Z          If this is intentional, set `export UV_LINK_MODE=copy` or use `--link-mode=copy` to suppress this warning.
2026-02-21T08:18:03.7472495Z Installed 1 package in 60ms
2026-02-21T08:18:03.7472954Z  + tritonbench==0.0.1 (from file:///__w/helion/helion/benchmarks/tritonbench)
2026-02-21T08:18:03.7630148Z + popd
2026-02-21T08:18:03.7630344Z + popd
2026-02-21T08:18:03.7630591Z /__w/helion/helion/benchmarks /__w/helion/helion
2026-02-21T08:18:03.7630905Z /__w/helion/helion
2026-02-21T08:18:03.7711681Z ##[group]Run rm -rf /tmp/torchinductor_*/ || true
2026-02-21T08:18:03.7712316Z rm -rf /tmp/torchinductor_*/ || true
2026-02-21T08:18:03.7712760Z 
2026-02-21T08:18:03.7713031Z source .venv/bin/activate
2026-02-21T08:18:03.7713381Z 
2026-02-21T08:18:03.7713701Z TEST_REPORTS_DIR=$(pwd)/test/test-reports
2026-02-21T08:18:03.7714347Z mkdir -p "$TEST_REPORTS_DIR"
2026-02-21T08:18:03.7714768Z echo "$TEST_REPORTS_DIR"
2026-02-21T08:18:03.7715128Z 
2026-02-21T08:18:03.7715402Z KERNEL_LIST="rms_norm"
2026-02-21T08:18:03.7715810Z for kernel in ${KERNEL_LIST//,/ }; do
2026-02-21T08:18:03.7716301Z   echo "=========================================="
2026-02-21T08:18:03.7716827Z   echo "Running benchmark for kernel: $kernel"
2026-02-21T08:18:03.7717324Z   echo "=========================================="
2026-02-21T08:18:03.7717736Z 
2026-02-21T08:18:03.7718175Z   # Get available implementations and baseline for this kernel
2026-02-21T08:18:03.7719226Z   KERNEL_INFO=$(python benchmarks/run.py --list-impls-for-benchmark-ci --op $kernel | grep "^$kernel:")
2026-02-21T08:18:03.7720213Z   IMPLS=$(echo "$KERNEL_INFO" | sed -n 's/.*impls=\([^ ]*\).*/\1/p')
2026-02-21T08:18:03.7720971Z   BASELINE=$(echo "$KERNEL_INFO" | sed -n 's/.*baseline=\([^ ]*\).*/\1/p')
2026-02-21T08:18:03.7721537Z 
2026-02-21T08:18:03.7721808Z   if [[ -z "$IMPLS" ]]; then
2026-02-21T08:18:03.7722403Z     echo "Warning: No implementations found for kernel $kernel, skipping..."
2026-02-21T08:18:03.7723037Z     continue
2026-02-21T08:18:03.7723333Z   fi
2026-02-21T08:18:03.7723641Z   if [[ -z "$BASELINE" ]]; then
2026-02-21T08:18:03.7724355Z     echo "Warning: No baseline found for kernel $kernel, skipping..."
2026-02-21T08:18:03.7724917Z     continue
2026-02-21T08:18:03.7725212Z   fi
2026-02-21T08:18:03.7725504Z   echo "Using baseline: $BASELINE"
2026-02-21T08:18:03.7726024Z   echo "Available implementations for $kernel: $IMPLS"
2026-02-21T08:18:03.7726528Z 
2026-02-21T08:18:03.7726873Z   # Do autotuning but do not record the results
2026-02-21T08:18:03.7727364Z    python benchmarks/run.py \
2026-02-21T08:18:03.7727782Z       --op $kernel \
2026-02-21T08:18:03.7728169Z       --metrics speedup,accuracy \
2026-02-21T08:18:03.7728640Z       --latency-measure-mode triton_do_bench \
2026-02-21T08:18:03.7729093Z       --cudagraph \
2026-02-21T08:18:03.7729430Z       --only $IMPLS \
2026-02-21T08:18:03.7729849Z       --only-match-mode prefix-with-baseline \
2026-02-21T08:18:03.7730373Z       --baseline $BASELINE \
2026-02-21T08:18:03.7730766Z       --atol 1e-2 \
2026-02-21T08:18:03.7731115Z       --rtol 1e-2 \
2026-02-21T08:18:03.7731525Z       --input-sample-mode equally-spaced-k \
2026-02-21T08:18:03.7731998Z       --keep-going \
2026-02-21T08:18:03.7732674Z       
2026-02-21T08:18:03.7732937Z 
2026-02-21T08:18:03.7733178Z   # Relax the GPU
2026-02-21T08:18:03.7733500Z   sleep 2m
2026-02-21T08:18:03.7733770Z 
2026-02-21T08:18:03.7734242Z   # Run again with cache and record results
2026-02-21T08:18:03.7734944Z    HELION_PRINT_OUTPUT_CODE=1 HELION_ASSERT_CACHE_HIT=1 python benchmarks/run.py \
2026-02-21T08:18:03.7735613Z       --op $kernel \
2026-02-21T08:18:03.7736010Z       --metrics speedup,accuracy \
2026-02-21T08:18:03.7736503Z       --latency-measure-mode triton_do_bench \
2026-02-21T08:18:03.7736962Z       --cudagraph \
2026-02-21T08:18:03.7737339Z       --only $IMPLS \
2026-02-21T08:18:03.7738112Z       --only-match-mode prefix-with-baseline \
2026-02-21T08:18:03.7738640Z       --baseline $BASELINE \
2026-02-21T08:18:03.7739031Z       --atol 1e-2 \
2026-02-21T08:18:03.7739390Z       --rtol 1e-2 \
2026-02-21T08:18:03.7739800Z       --input-sample-mode equally-spaced-k \
2026-02-21T08:18:03.7740359Z       --output "$TEST_REPORTS_DIR/helionbench.json" \
2026-02-21T08:18:03.7740859Z       --append-to-output \
2026-02-21T08:18:03.7741229Z       --keep-going \
2026-02-21T08:18:03.7741551Z       
2026-02-21T08:18:03.7741798Z 
2026-02-21T08:18:03.7742153Z   echo "✅ Completed benchmark for kernel: $kernel"
2026-02-21T08:18:03.7742620Z done
2026-02-21T08:18:03.7742889Z 
2026-02-21T08:18:03.7743251Z if [[ ! -s "$TEST_REPORTS_DIR/helionbench.json" ]]; then
2026-02-21T08:18:03.7743850Z   echo "❌ helionbench.json is missing or empty"
2026-02-21T08:18:03.7744520Z   exit 1
2026-02-21T08:18:03.7744793Z fi
2026-02-21T08:18:03.7745114Z cat "$TEST_REPORTS_DIR/helionbench.json"
2026-02-21T08:18:03.7745688Z shell: bash -l {0}
2026-02-21T08:18:03.7745968Z env:
2026-02-21T08:18:03.7746222Z   HELION_AUTOTUNE_LOG_LEVEL: INFO
2026-02-21T08:18:03.7746638Z   pythonLocation: /__w/_tool/Python/3.12.12/x64
2026-02-21T08:18:03.7747182Z   PKG_CONFIG_PATH: /__w/_tool/Python/3.12.12/x64/lib/pkgconfig
2026-02-21T08:18:03.7747734Z   Python_ROOT_DIR: /__w/_tool/Python/3.12.12/x64
2026-02-21T08:18:03.7748228Z   Python2_ROOT_DIR: /__w/_tool/Python/3.12.12/x64
2026-02-21T08:18:03.7748709Z   Python3_ROOT_DIR: /__w/_tool/Python/3.12.12/x64
2026-02-21T08:18:03.7749292Z   LD_LIBRARY_PATH: /__w/_tool/Python/3.12.12/x64/lib:/usr/local/cuda/lib64
2026-02-21T08:18:03.7749937Z   UV_PYTHON_INSTALL_DIR: /github/home/.local/share/uv/python
2026-02-21T08:18:03.7750422Z ##[endgroup]
2026-02-21T08:18:03.8537417Z /__w/helion/helion/test/test-reports
2026-02-21T08:18:03.8537809Z ==========================================
2026-02-21T08:18:03.8538096Z Running benchmark for kernel: rms_norm
2026-02-21T08:18:03.8538368Z ==========================================
2026-02-21T08:18:10.3698530Z Using baseline: llama_rms
2026-02-21T08:18:10.3699092Z Available implementations for rms_norm: helion_rms_norm_tritonbench,liger_rms,torch_compile_rms
2026-02-21T08:18:17.3350295Z Using num_inputs=20 for rms_norm
2026-02-21T08:18:18.2429448Z Running rms_norm benchmark with Helion implementation...
2026-02-21T08:18:18.2429796Z 
2026-02-21T08:18:18.4880325Z Warning: Requested 20 inputs but only 6 available. Using all available inputs.
2026-02-21T08:18:18.4881041Z Equally-spaced-k mode: Selected 6 equally spaced inputs (total available: 6)
2026-02-21T08:18:18.4881668Z WARNING:tritonbench.utils.triton_op:Input IDs to run: [0, 1, 2, 3, 4, 5]
2026-02-21T08:18:18.4889231Z 
2026-02-21T08:18:18.4900533Z   0%|          | 0/6 [00:00<?, ?it/s]WARNING:tritonbench.utils.triton_op:Running input ID 0:
2026-02-21T08:18:18.4900932Z (M, H)
2026-02-21T08:18:18.4901146Z ------------
2026-02-21T08:18:18.4901332Z (2048, 1024)
2026-02-21T08:18:18.4933560Z INFO:tritonbench.utils.triton_op:Took 2.98ms to get benchmark function for llama_rms
2026-02-21T08:18:20.1494639Z INFO:tritonbench.utils.triton_op:Took 0.29ms to get benchmark function for liger_rms
2026-02-21T08:18:22.3098722Z INFO:tritonbench.utils.triton_op:Took 173.07ms to get benchmark function for torch_compile_rms
2026-02-21T08:18:24.9743707Z WARNING:__main__:Input tensor metadata:
2026-02-21T08:18:24.9744196Z { 'args': ( 1024,
2026-02-21T08:18:24.9744423Z             { 'device': 'cuda:0',
2026-02-21T08:18:24.9744691Z               'dtype': 'torch.float32',
2026-02-21T08:18:24.9744951Z               'shape': (2048, 1024),
2026-02-21T08:18:24.9745199Z               'stride': (1024, 1)},
2026-02-21T08:18:24.9745439Z             { 'device': 'cuda:0',
2026-02-21T08:18:24.9745680Z               'dtype': 'torch.float32',
2026-02-21T08:18:24.9745927Z               'shape': (1024,),
2026-02-21T08:18:24.9746593Z               'stride': (1,)}),
2026-02-21T08:18:24.9746823Z   'kwargs': {}}
2026-02-21T08:18:24.9747260Z INFO:tritonbench.utils.triton_op:Took 0.61ms to get benchmark function for helion_rms_norm_tritonbench
2026-02-21T08:18:25.1885088Z [0s] Autotune random seed: 2135372290
2026-02-21T08:18:25.9067803Z [0s] Starting LFBOPatternSearch with initial_population=FROM_RANDOM, copies=5, max_generations=20, similarity_penalty=1.0
2026-02-21T08:19:29.6318704Z [63s] Timeout after 60s compiling Config(block_sizes=[512], indexing=['pointer', 'tensor_descriptor', 'tensor_descriptor', 'tensor_descriptor', 'tensor_descriptor', 'tensor_descriptor', 'pointer', 'pointer'], load_eviction_policies=['first', 'last', 'last', '', ''], maxnreg=32, num_sm_multiplier=2, num_stages=1, num_warps=2, pid_type='persistent_interleaved', range_flattens=[None], range_multi_buffers=[False], range_num_stages=[4], range_unroll_factors=[0], range_warp_specializes=[], reduction_loops=[128])
2026-02-21T08:19:30.5968713Z [64s] Timeout after 60s compiling Config(block_sizes=[256], indexing=['tensor_descriptor', 'tensor_descriptor', 'pointer', 'pointer', 'pointer', 'tensor_descriptor', 'pointer', 'tensor_descriptor'], load_eviction_policies=['last', '', '', 'last', 'first'], maxnreg=64, num_sm_multiplier=8, num_stages=1, num_warps=1, pid_type='persistent_blocked', range_flattens=[True], range_multi_buffers=[False], range_num_stages=[2], range_unroll_factors=[2], range_warp_specializes=[], reduction_loops=[128])
2026-02-21T08:19:30.5994566Z Initial population precompiling 100% ━━━━━━━━━━━━━━━━━━━━━ 100/100 1.1 configs/s
2026-02-21T08:19:36.9388090Z Initial population exploring neighbors 100% ━━━━━━━━━━━━━ 100/100 15.9 configs/s
2026-02-21T08:19:36.9400993Z [71s] Adaptive compile timeout: 30s (90% percentile=3.0s, bounds=[30.0s, 60s])
2026-02-21T08:19:38.0907866Z Verifying initial results 100% ━━━━━━━━━━━━━━━━━━━━━━━ 1000/1000 885.9 configs/s
2026-02-21T08:19:38.1813825Z [72s] Initial random population of 100, 5 starting points: 
2026-02-21T08:19:38.1814409Z error=3
2026-02-21T08:19:38.1814604Z timeout=2
2026-02-21T08:19:38.1814776Z ok=95
2026-02-21T08:19:38.1814943Z min=0.0105
2026-02-21T08:19:38.1815112Z mid=0.0371
2026-02-21T08:19:38.1815320Z max=3.8122
2026-02-21T08:19:38.1815508Z best={'block_sizes': [1],
2026-02-21T08:19:38.1815951Z  'indexing': ['pointer', 'pointer', 'pointer', 'pointer', 'tensor_descriptor', 'tensor_descriptor',
2026-02-21T08:19:38.1816460Z               'tensor_descriptor', 'pointer'],
2026-02-21T08:19:38.1816826Z  'load_eviction_policies': ['first', '', 'last', '', ''],
2026-02-21T08:19:38.1817142Z  'num_stages': 4,
2026-02-21T08:19:38.1817350Z  'num_warps': 4,
2026-02-21T08:19:38.1817558Z  'pid_type': 'flat',
2026-02-21T08:19:38.1817793Z  'range_flattens': [None],
2026-02-21T08:19:38.1818039Z  'range_multi_buffers': [None],
2026-02-21T08:19:38.1818282Z  'range_num_stages': [0],
2026-02-21T08:19:38.1818523Z  'range_unroll_factors': [0],
2026-02-21T08:19:38.1818763Z  'range_warp_specializes': [],
2026-02-21T08:19:38.1819035Z  'reduction_loops': [None]}
2026-02-21T08:19:38.1833223Z [72s] Fitting surrogate: 100 points, 100 targets
2026-02-21T08:19:39.0395850Z [73s] Generation 1 starting: 54 neighbors, 5 active search path(s)
2026-02-21T08:19:43.3903338Z Generation 1: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━ 58/58 24.7 configs/s
2026-02-21T08:19:46.9958160Z Generation 1: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━ 58/58 16.3 configs/s
2026-02-21T08:19:53.0918409Z Generation 1: verifying top configs 100% ━━━━━━━━━━━━━━ 1000/1000 174.4         
2026-02-21T08:19:53.0918946Z                                                                   configs/s     
2026-02-21T08:19:53.6197175Z [87s] Generation 1 complete: 
2026-02-21T08:19:53.6197499Z error=1
2026-02-21T08:19:53.6197688Z ok=59
2026-02-21T08:19:53.6197864Z min=0.0102
2026-02-21T08:19:53.6198059Z mid=0.0115
2026-02-21T08:19:53.6198229Z max=0.0297
2026-02-21T08:19:53.6198405Z best={'block_sizes': [1],
2026-02-21T08:19:53.6199480Z  'indexing': ['pointer', 'pointer', 'pointer', 'pointer', 'pointer', 'tensor_descriptor',
2026-02-21T08:19:53.6199987Z               'tensor_descriptor', 'pointer'],
2026-02-21T08:19:53.6200355Z  'load_eviction_policies': ['first', '', 'last', '', ''],
2026-02-21T08:19:53.6200685Z  'num_stages': 4,
2026-02-21T08:19:53.6200883Z  'num_warps': 2,
2026-02-21T08:19:53.6201075Z  'pid_type': 'flat',
2026-02-21T08:19:53.6201289Z  'range_flattens': [None],
2026-02-21T08:19:53.6201541Z  'range_multi_buffers': [None],
2026-02-21T08:19:53.6201789Z  'range_num_stages': [0],
2026-02-21T08:19:53.6202026Z  'range_unroll_factors': [0],
2026-02-21T08:19:53.6202265Z  'range_warp_specializes': [],
2026-02-21T08:19:53.6202507Z  'reduction_loops': [None]}
2026-02-21T08:19:53.6213418Z [87s] Fitting surrogate: 160 points, 160 targets
2026-02-21T08:19:54.3826689Z [88s] Generation 2 starting: 46 neighbors, 5 active search path(s)
2026-02-21T08:19:57.6622151Z Generation 2: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━ 49/49 37.7 configs/s
2026-02-21T08:20:00.9773008Z Generation 2: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━ 49/49 14.9 configs/s
2026-02-21T08:20:05.8252230Z Generation 2: verifying top configs 100% ━━━━━━━━━━━━━━ 1000/1000 210.4         
2026-02-21T08:20:05.8254797Z                                                                   configs/s     
2026-02-21T08:20:06.2556130Z [100s] Generation 2 complete: 
2026-02-21T08:20:06.2556585Z ok=52
2026-02-21T08:20:06.2556873Z min=0.0103
2026-02-21T08:20:06.2557155Z mid=0.0109
2026-02-21T08:20:06.2557410Z max=0.0755
2026-02-21T08:20:06.2557706Z best={'block_sizes': [1],
2026-02-21T08:20:06.2558435Z  'indexing': ['pointer', 'tensor_descriptor', 'pointer', 'pointer', 'pointer', 'pointer', 'pointer',
2026-02-21T08:20:06.2559256Z               'pointer'],
2026-02-21T08:20:06.2559720Z  'load_eviction_policies': ['', 'last', '', '', ''],
2026-02-21T08:20:06.2560200Z  'num_stages': 1,
2026-02-21T08:20:06.2560513Z  'num_warps': 4,
2026-02-21T08:20:06.2560835Z  'pid_type': 'flat',
2026-02-21T08:20:06.2561178Z  'range_flattens': [None],
2026-02-21T08:20:06.2561584Z  'range_multi_buffers': [None],
2026-02-21T08:20:06.2561976Z  'range_num_stages': [0],
2026-02-21T08:20:06.2562337Z  'range_unroll_factors': [0],
2026-02-21T08:20:06.2562794Z  'range_warp_specializes': [],
2026-02-21T08:20:06.2563233Z  'reduction_loops': [None]}
2026-02-21T08:20:06.2578169Z [100s] Fitting surrogate: 212 points, 212 targets
2026-02-21T08:20:07.3847014Z [101s] Generation 3 starting: 53 neighbors, 5 active search path(s)
2026-02-21T08:20:10.8054976Z Generation 3: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━ 54/54 27.4 configs/s
2026-02-21T08:20:14.7436291Z Generation 3: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━ 54/54 13.8 configs/s
2026-02-21T08:20:20.3040109Z Generation 3: verifying top configs 100% ━━━━━━━━━━━━━━ 1000/1000 183.4         
2026-02-21T08:20:20.3040619Z                                                                   configs/s     
2026-02-21T08:20:20.8027660Z [114s] Generation 3 complete: 
2026-02-21T08:20:20.8027945Z ok=58
2026-02-21T08:20:20.8028185Z min=0.0101
2026-02-21T08:20:20.8028383Z mid=0.0107
2026-02-21T08:20:20.8028590Z max=0.1556
2026-02-21T08:20:20.8028800Z best={'block_sizes': [1],
2026-02-21T08:20:20.8029680Z  'indexing': ['pointer', 'tensor_descriptor', 'pointer', 'pointer', 'pointer', 'pointer', 'pointer',
2026-02-21T08:20:20.8030259Z               'pointer'],
2026-02-21T08:20:20.8030561Z  'load_eviction_policies': ['', 'last', '', '', ''],
2026-02-21T08:20:20.8030921Z  'num_stages': 1,
2026-02-21T08:20:20.8031143Z  'num_warps': 4,
2026-02-21T08:20:20.8031371Z  'pid_type': 'flat',
2026-02-21T08:20:20.8031608Z  'range_flattens': [None],
2026-02-21T08:20:20.8031891Z  'range_multi_buffers': [None],
2026-02-21T08:20:20.8032165Z  'range_num_stages': [0],
2026-02-21T08:20:20.8032430Z  'range_unroll_factors': [0],
2026-02-21T08:20:20.8032717Z  'range_warp_specializes': [],
2026-02-21T08:20:20.8032996Z  'reduction_loops': [None]}
2026-02-21T08:20:20.8049527Z [114s] Fitting surrogate: 270 points, 270 targets
2026-02-21T08:20:21.5165028Z [115s] Generation 4 starting: 39 neighbors, 5 active search path(s)
2026-02-21T08:20:24.9709566Z Generation 4: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━ 41/41 28.6 configs/s
2026-02-21T08:20:27.5487429Z Generation 4: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━ 41/41 16.2 configs/s
2026-02-21T08:20:32.1541532Z Generation 4: verifying top configs 100% ━━━━━━━━━━━━━━ 1000/1000 234.3         
2026-02-21T08:20:32.1542037Z                                                                   configs/s     
2026-02-21T08:20:32.5451452Z [126s] Generation 4 complete: 
2026-02-21T08:20:32.5451747Z ok=44
2026-02-21T08:20:32.5451917Z min=0.0099
2026-02-21T08:20:32.5452096Z mid=0.0106
2026-02-21T08:20:32.5452258Z max=0.0201
2026-02-21T08:20:32.5452443Z best={'block_sizes': [1],
2026-02-21T08:20:32.5452886Z  'indexing': ['tensor_descriptor', 'pointer', 'tensor_descriptor', 'tensor_descriptor', 'pointer',
2026-02-21T08:20:32.5453417Z               'pointer', 'pointer', 'tensor_descriptor'],
2026-02-21T08:20:32.5453836Z  'load_eviction_policies': ['last', '', 'first', 'last', ''],
2026-02-21T08:20:32.5454341Z  'num_stages': 4,
2026-02-21T08:20:32.5454532Z  'num_warps': 4,
2026-02-21T08:20:32.5454717Z  'pid_type': 'flat',
2026-02-21T08:20:32.5454935Z  'range_flattens': [None],
2026-02-21T08:20:32.5455155Z  'range_multi_buffers': [None],
2026-02-21T08:20:32.5455391Z  'range_num_stages': [0],
2026-02-21T08:20:32.5455610Z  'range_unroll_factors': [0],
2026-02-21T08:20:32.5455848Z  'range_warp_specializes': [],
2026-02-21T08:20:32.5456080Z  'reduction_loops': [None]}
2026-02-21T08:20:32.5469643Z [126s] Fitting surrogate: 314 points, 314 targets
2026-02-21T08:20:33.1463215Z [127s] Generation 5 starting: 34 neighbors, 4 active search path(s)
2026-02-21T08:20:35.1325794Z Generation 5: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━ 36/36 62.8 configs/s
2026-02-21T08:20:37.9160637Z Generation 5: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━ 36/36 13.1 configs/s
2026-02-21T08:20:41.6997192Z Generation 5: verifying top configs 100% ━━━━━━━━━━━━━━ 1000/1000 269.4         
2026-02-21T08:20:41.6997758Z                                                                   configs/s     
2026-02-21T08:20:42.0338140Z [136s] Generation 5 complete: 
2026-02-21T08:20:42.0338485Z ok=38
2026-02-21T08:20:42.0338662Z min=0.0100
2026-02-21T08:20:42.0338842Z mid=0.0104
2026-02-21T08:20:42.0339005Z max=0.0228
2026-02-21T08:20:42.0339195Z best={'block_sizes': [1],
2026-02-21T08:20:42.0339646Z  'indexing': ['tensor_descriptor', 'pointer', 'pointer', 'tensor_descriptor', 'pointer', 'pointer',
2026-02-21T08:20:42.0340168Z               'pointer', 'tensor_descriptor'],
2026-02-21T08:20:42.0340536Z  'load_eviction_policies': ['last', '', 'first', 'last', ''],
2026-02-21T08:20:42.0340870Z  'num_stages': 4,
2026-02-21T08:20:42.0341063Z  'num_warps': 4,
2026-02-21T08:20:42.0341251Z  'pid_type': 'flat',
2026-02-21T08:20:42.0341464Z  'range_flattens': [None],
2026-02-21T08:20:42.0341697Z  'range_multi_buffers': [None],
2026-02-21T08:20:42.0341937Z  'range_num_stages': [0],
2026-02-21T08:20:42.0342176Z  'range_unroll_factors': [0],
2026-02-21T08:20:42.0342423Z  'range_warp_specializes': [],
2026-02-21T08:20:42.0342660Z  'reduction_loops': [None]}
2026-02-21T08:20:42.0446391Z [136s] Fitting surrogate: 352 points, 352 targets
2026-02-21T08:20:42.6753791Z [136s] Generation 6 starting: 39 neighbors, 4 active search path(s)
2026-02-21T08:20:45.9473269Z Generation 6: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━ 40/40 32.5 configs/s
2026-02-21T08:20:49.2272481Z Generation 6: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━ 40/40 12.3 configs/s
2026-02-21T08:20:53.5205753Z Generation 6: verifying top configs 100% ━━━━━━━━━━━━━━ 1000/1000 237.6         
2026-02-21T08:20:53.5206308Z                                                                   configs/s     
2026-02-21T08:20:53.9040005Z [147s] Generation 6 complete: 
2026-02-21T08:20:53.9040320Z ok=43
2026-02-21T08:20:53.9040525Z min=0.0100
2026-02-21T08:20:53.9040718Z mid=0.0103
2026-02-21T08:20:53.9040890Z max=0.0176
2026-02-21T08:20:53.9041716Z best={'block_sizes': [1],
2026-02-21T08:20:53.9042193Z  'indexing': ['pointer', 'pointer', 'pointer', 'pointer', 'tensor_descriptor', 'pointer',
2026-02-21T08:20:53.9042695Z               'tensor_descriptor', 'pointer'],
2026-02-21T08:20:53.9043065Z  'load_eviction_policies': ['last', '', 'last', '', 'first'],
2026-02-21T08:20:53.9043400Z  'num_stages': 3,
2026-02-21T08:20:53.9043594Z  'num_warps': 4,
2026-02-21T08:20:53.9043806Z  'pid_type': 'flat',
2026-02-21T08:20:53.9044245Z  'range_flattens': [None],
2026-02-21T08:20:53.9044501Z  'range_multi_buffers': [None],
2026-02-21T08:20:53.9044752Z  'range_num_stages': [0],
2026-02-21T08:20:53.9044989Z  'range_unroll_factors': [0],
2026-02-21T08:20:53.9045233Z  'range_warp_specializes': [],
2026-02-21T08:20:53.9045509Z  'reduction_loops': [None]}
2026-02-21T08:20:53.9060594Z [147s] Fitting surrogate: 395 points, 395 targets
2026-02-21T08:20:54.4307321Z [148s] Generation 7 starting: 28 neighbors, 3 active search path(s)
2026-02-21T08:20:56.7138590Z Generation 7: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━ 28/28 30.9 configs/s
2026-02-21T08:20:58.5825304Z Generation 7: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━ 28/28 15.3 configs/s
2026-02-21T08:21:01.7038862Z Generation 7: verifying top configs 100% ━━━━━━━━━━━━━━ 1000/1000 326.9         
2026-02-21T08:21:01.7039333Z                                                                   configs/s     
2026-02-21T08:21:01.9796313Z [156s] Generation 7 complete: 
2026-02-21T08:21:01.9796756Z ok=31
2026-02-21T08:21:01.9797029Z min=0.0099
2026-02-21T08:21:01.9797311Z mid=0.0102
2026-02-21T08:21:01.9797577Z max=0.0148
2026-02-21T08:21:01.9797854Z best={'block_sizes': [1],
2026-02-21T08:21:01.9798556Z  'indexing': ['tensor_descriptor', 'pointer', 'pointer', 'tensor_descriptor', 'pointer', 'pointer',
2026-02-21T08:21:01.9799315Z               'pointer', 'pointer'],
2026-02-21T08:21:01.9799838Z  'load_eviction_policies': ['last', '', 'first', 'first', ''],
2026-02-21T08:21:01.9800342Z  'num_stages': 5,
2026-02-21T08:21:01.9800665Z  'num_warps': 4,
2026-02-21T08:21:01.9800964Z  'pid_type': 'flat',
2026-02-21T08:21:01.9801335Z  'range_flattens': [None],
2026-02-21T08:21:01.9801715Z  'range_multi_buffers': [None],
2026-02-21T08:21:01.9821504Z  'range_num_stages': [0],
2026-02-21T08:21:01.9821746Z  'range_unroll_factors': [0],
2026-02-21T08:21:01.9821988Z  'range_warp_specializes': [],
2026-02-21T08:21:01.9822234Z  'reduction_loops': [None]}
2026-02-21T08:21:01.9822509Z [156s] Fitting surrogate: 426 points, 426 targets
2026-02-21T08:21:02.3802688Z [156s] Generation 8 starting: 20 neighbors, 2 active search path(s)
2026-02-21T08:21:05.1098507Z Generation 8: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━ 20/20 12.1 configs/s
2026-02-21T08:21:06.5177533Z Generation 8: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━ 20/20 14.6 configs/s
2026-02-21T08:21:08.8959328Z Generation 8: verifying top configs 100% ━━━━━━━━━━━━━━ 1000/1000 495.7         
2026-02-21T08:21:08.8960261Z                                                                   configs/s     
2026-02-21T08:21:09.0791928Z [163s] Generation 8 complete: 
2026-02-21T08:21:09.0792226Z ok=22
2026-02-21T08:21:09.0792404Z min=0.0099
2026-02-21T08:21:09.0792626Z mid=0.0101
2026-02-21T08:21:09.0792792Z max=0.0189
2026-02-21T08:21:09.0792992Z best={'block_sizes': [1],
2026-02-21T08:21:09.0793472Z  'indexing': ['tensor_descriptor', 'pointer', 'pointer', 'pointer', 'tensor_descriptor', 'pointer',
2026-02-21T08:21:09.0794362Z               'pointer', 'pointer'],
2026-02-21T08:21:09.0794734Z  'load_eviction_policies': ['last', '', 'last', '', 'first'],
2026-02-21T08:21:09.0795075Z  'num_stages': 3,
2026-02-21T08:21:09.0795278Z  'num_warps': 4,
2026-02-21T08:21:09.0795478Z  'pid_type': 'flat',
2026-02-21T08:21:09.0795702Z  'range_flattens': [None],
2026-02-21T08:21:09.0795953Z  'range_multi_buffers': [None],
2026-02-21T08:21:09.0796234Z  'range_num_stages': [0],
2026-02-21T08:21:09.0796471Z  'range_unroll_factors': [0],
2026-02-21T08:21:09.0796699Z  'range_warp_specializes': [],
2026-02-21T08:21:09.0796940Z  'reduction_loops': [None]}
2026-02-21T08:21:09.0812200Z [163s] Fitting surrogate: 448 points, 448 targets
2026-02-21T08:21:09.4747795Z [163s] Generation 9 starting: 19 neighbors, 2 active search path(s)
2026-02-21T08:21:12.0675343Z Generation 9: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━ 19/19 12.7 configs/s
2026-02-21T08:21:13.3012819Z Generation 9: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━ 19/19 15.9 configs/s
2026-02-21T08:21:15.2163024Z Generation 9: verifying top configs 100% ━━━━━━━━━━━━━━ 1000/1000 533.3         
2026-02-21T08:21:15.2163566Z                                                                   configs/s     
2026-02-21T08:21:15.3807658Z [169s] Generation 9 complete: 
2026-02-21T08:21:15.3807947Z ok=21
2026-02-21T08:21:15.3808119Z min=0.0099
2026-02-21T08:21:15.3808304Z mid=0.0102
2026-02-21T08:21:15.3808475Z max=0.0182
2026-02-21T08:21:15.3808675Z best={'block_sizes': [1],
2026-02-21T08:21:15.3809183Z  'indexing': ['tensor_descriptor', 'pointer', 'pointer', 'pointer', 'tensor_descriptor', 'pointer',
2026-02-21T08:21:15.3809693Z               'pointer', 'pointer'],
2026-02-21T08:21:15.3810132Z  'load_eviction_policies': ['last', '', 'first', '', 'first'],
2026-02-21T08:21:15.3810489Z  'num_stages': 3,
2026-02-21T08:21:15.3810700Z  'num_warps': 4,
2026-02-21T08:21:15.3810889Z  'pid_type': 'flat',
2026-02-21T08:21:15.3811109Z  'range_flattens': [None],
2026-02-21T08:21:15.3811341Z  'range_multi_buffers': [None],
2026-02-21T08:21:15.3811587Z  'range_num_stages': [0],
2026-02-21T08:21:15.3811822Z  'range_unroll_factors': [0],
2026-02-21T08:21:15.3812075Z  'range_warp_specializes': [],
2026-02-21T08:21:15.3812324Z  'reduction_loops': [None]}
2026-02-21T08:21:15.3829635Z [169s] Fitting surrogate: 469 points, 469 targets
2026-02-21T08:21:15.8169071Z [169s] Generation 10 starting: 21 neighbors, 2 active search path(s)
2026-02-21T08:21:18.2009046Z Generation 10: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━ 21/21 14.9 configs/s
2026-02-21T08:21:19.5003318Z Generation 10: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━ 21/21 16.7 configs/s
2026-02-21T08:21:21.7975293Z Generation 10: verifying top configs 100% ━━━━━━━━━━━━━ 1000/1000 444.1         
2026-02-21T08:21:21.7976400Z                                                                   configs/s     
2026-02-21T08:21:22.0018284Z [176s] Generation 10 complete: 
2026-02-21T08:21:22.0018651Z ok=23
2026-02-21T08:21:22.0018876Z min=0.0100
2026-02-21T08:21:22.0020417Z mid=0.0101
2026-02-21T08:21:22.0020689Z max=0.0147
2026-02-21T08:21:22.0020936Z best={'block_sizes': [1],
2026-02-21T08:21:22.0021542Z  'indexing': ['tensor_descriptor', 'pointer', 'pointer', 'pointer', 'tensor_descriptor', 'pointer',
2026-02-21T08:21:22.0022216Z               'pointer', 'pointer'],
2026-02-21T08:21:22.0022668Z  'load_eviction_policies': ['last', '', 'first', '', 'first'],
2026-02-21T08:21:22.0023123Z  'num_stages': 4,
2026-02-21T08:21:22.0023372Z  'num_warps': 4,
2026-02-21T08:21:22.0023640Z  'pid_type': 'flat',
2026-02-21T08:21:22.0023916Z  'range_flattens': [None],
2026-02-21T08:21:22.2091850Z  'range_multi_buffers': [None],
2026-02-21T08:21:22.2092245Z  'range_num_stages': [0],
2026-02-21T08:21:22.2092498Z  'range_unroll_factors': [0],
2026-02-21T08:21:22.2092784Z  'range_warp_specializes': [],
2026-02-21T08:21:22.2093041Z  'reduction_loops': [None]}
2026-02-21T08:21:22.2093331Z [176s] Fitting surrogate: 492 points, 492 targets
2026-02-21T08:21:22.4067625Z [176s] Generation 11 starting: 19 neighbors, 2 active search path(s)
2026-02-21T08:21:23.9352721Z Generation 11: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━ 19/19 48.6 configs/s
2026-02-21T08:21:25.1636104Z Generation 11: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━ 19/19 16.0 configs/s
2026-02-21T08:21:27.3198991Z Generation 11: verifying top configs 100% ━━━━━━━━━━━━━ 1000/1000 473.4         
2026-02-21T08:21:27.3199508Z                                                                   configs/s     
2026-02-21T08:21:27.5122083Z [181s] Generation 11 complete: 
2026-02-21T08:21:27.5122366Z ok=21
2026-02-21T08:21:27.5122592Z min=0.0100
2026-02-21T08:21:27.5122769Z mid=0.0100
2026-02-21T08:21:27.5122939Z max=0.0113
2026-02-21T08:21:27.5123121Z best={'block_sizes': [1],
2026-02-21T08:21:27.5123600Z  'indexing': ['tensor_descriptor', 'pointer', 'pointer', 'pointer', 'tensor_descriptor', 'pointer',
2026-02-21T08:21:27.5124425Z               'pointer', 'pointer'],
2026-02-21T08:21:27.5124787Z  'load_eviction_policies': ['last', '', 'first', 'last', 'first'],
2026-02-21T08:21:27.5125135Z  'num_stages': 4,
2026-02-21T08:21:27.5125341Z  'num_warps': 4,
2026-02-21T08:21:27.5125548Z  'pid_type': 'flat',
2026-02-21T08:21:27.5125757Z  'range_flattens': [None],
2026-02-21T08:21:27.5126003Z  'range_multi_buffers': [None],
2026-02-21T08:21:27.5126249Z  'range_num_stages': [0],
2026-02-21T08:21:27.5126480Z  'range_unroll_factors': [0],
2026-02-21T08:21:27.5126741Z  'range_warp_specializes': [],
2026-02-21T08:21:27.5126994Z  'reduction_loops': [None]}
2026-02-21T08:21:27.5147383Z [181s] Fitting surrogate: 513 points, 513 targets
2026-02-21T08:21:27.9394924Z [182s] Generation 12 starting: 21 neighbors, 2 active search path(s)
2026-02-21T08:21:29.6263810Z Generation 12: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━ 21/21 53.4 configs/s
2026-02-21T08:21:30.9453313Z Generation 12: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━ 21/21 16.4 configs/s
2026-02-21T08:21:33.6442878Z Generation 12: verifying top configs 100% ━━━━━━━━━━━━━ 1000/1000 419.5         
2026-02-21T08:21:33.6443404Z                                                                   configs/s     
2026-02-21T08:21:33.8563421Z [187s] Generation 12 complete: 
2026-02-21T08:21:33.8563860Z ok=23
2026-02-21T08:21:33.8564380Z min=0.0100
2026-02-21T08:21:33.8564663Z mid=0.0104
2026-02-21T08:21:33.8564941Z max=0.0154
2026-02-21T08:21:33.8565247Z best={'block_sizes': [1],
2026-02-21T08:21:33.8565989Z  'indexing': ['tensor_descriptor', 'pointer', 'pointer', 'pointer', 'tensor_descriptor', 'pointer',
2026-02-21T08:21:33.8566782Z               'pointer', 'pointer'],
2026-02-21T08:21:33.8567434Z  'load_eviction_policies': ['last', '', 'first', 'last', 'first'],
2026-02-21T08:21:33.8567982Z  'num_stages': 5,
2026-02-21T08:21:33.8568292Z  'num_warps': 4,
2026-02-21T08:21:33.8569144Z  'pid_type': 'flat',
2026-02-21T08:21:33.8569484Z  'range_flattens': [None],
2026-02-21T08:21:33.8569859Z  'range_multi_buffers': [None],
2026-02-21T08:21:33.8570378Z  'range_num_stages': [0],
2026-02-21T08:21:33.8570749Z  'range_unroll_factors': [0],
2026-02-21T08:21:33.8571129Z  'range_warp_specializes': [],
2026-02-21T08:21:33.8571514Z  'reduction_loops': [None]}
2026-02-21T08:21:33.8585811Z [187s] Fitting surrogate: 536 points, 536 targets
2026-02-21T08:21:34.2585713Z [188s] Generation 13 starting: 18 neighbors, 2 active search path(s)
2026-02-21T08:21:36.3539190Z Generation 13: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━ 18/18 5.8 configs/s
2026-02-21T08:21:37.4842952Z Generation 13: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━ 18/18 16.5 configs/s
2026-02-21T08:21:39.5068335Z Generation 13: verifying top configs 100% ━━━━━━━━━━━━━ 1000/1000 541.8         
2026-02-21T08:21:39.5068917Z                                                                   configs/s     
2026-02-21T08:21:39.5325575Z [193s] Generation 13 complete: 
2026-02-21T08:21:39.5325853Z ok=20
2026-02-21T08:21:39.5326032Z min=0.0100
2026-02-21T08:21:39.5326218Z mid=0.0103
2026-02-21T08:21:39.5326380Z max=0.0161
2026-02-21T08:21:39.5326568Z best={'block_sizes': [1],
2026-02-21T08:21:39.5327026Z  'indexing': ['tensor_descriptor', 'tensor_descriptor', 'tensor_descriptor', 'tensor_descriptor',
2026-02-21T08:21:39.5327702Z               'tensor_descriptor', 'tensor_descriptor', 'pointer', 'tensor_descriptor'],
2026-02-21T08:21:39.5328152Z  'load_eviction_policies': ['last', '', 'last', 'first', ''],
2026-02-21T08:21:39.5328460Z  'num_stages': 5,
2026-02-21T08:21:39.5328636Z  'num_warps': 4,
2026-02-21T08:21:39.5328809Z  'pid_type': 'flat',
2026-02-21T08:21:39.5329000Z  'range_flattens': [None],
2026-02-21T08:21:39.5329206Z  'range_multi_buffers': [None],
2026-02-21T08:21:39.5329437Z  'range_num_stages': [0],
2026-02-21T08:21:39.5329641Z  'range_unroll_factors': [0],
2026-02-21T08:21:39.5329866Z  'range_warp_specializes': [],
2026-02-21T08:21:39.5330173Z  'reduction_loops': [None]}
2026-02-21T08:21:39.5348645Z [193s] Fitting surrogate: 556 points, 556 targets
2026-02-21T08:21:39.9634882Z [194s] Generation 14 starting: 20 neighbors, 2 active search path(s)
2026-02-21T08:21:42.9206466Z Generation 14: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━ 20/20 7.6 configs/s
2026-02-21T08:21:44.1840965Z Generation 14: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━ 20/20 16.4 configs/s
2026-02-21T08:21:46.3906921Z Generation 14: verifying top configs 100% ━━━━━━━━━━━━━ 1000/1000 462.7         
2026-02-21T08:21:46.3907429Z                                                                   configs/s     
2026-02-21T08:21:46.5841137Z [200s] Generation 14 complete: 
2026-02-21T08:21:46.5841378Z ok=22
2026-02-21T08:21:46.5841530Z min=0.0100
2026-02-21T08:21:46.5841689Z mid=0.0102
2026-02-21T08:21:46.5841857Z max=0.0188
2026-02-21T08:21:46.5842036Z best={'block_sizes': [1],
2026-02-21T08:21:46.5842520Z  'indexing': ['tensor_descriptor', 'tensor_descriptor', 'pointer', 'tensor_descriptor',
2026-02-21T08:21:46.5843509Z               'tensor_descriptor', 'pointer', 'pointer', 'pointer'],
2026-02-21T08:21:46.5844552Z  'load_eviction_policies': ['last', '', 'first', 'last', 'first'],
2026-02-21T08:21:46.5845150Z  'num_stages': 5,
2026-02-21T08:21:46.5845483Z  'num_warps': 4,
2026-02-21T08:21:46.5845794Z  'pid_type': 'flat',
2026-02-21T08:21:46.5846133Z  'range_flattens': [None],
2026-02-21T08:21:46.5846496Z  'range_multi_buffers': [None],
2026-02-21T08:21:46.5846886Z  'range_num_stages': [0],
2026-02-21T08:21:46.5847253Z  'range_unroll_factors': [0],
2026-02-21T08:21:46.5847684Z  'range_warp_specializes': [],
2026-02-21T08:21:46.5848118Z  'reduction_loops': [None]}
2026-02-21T08:21:46.5868735Z [200s] Fitting surrogate: 578 points, 578 targets
2026-02-21T08:21:47.0012019Z [201s] Generation 15 starting: 20 neighbors, 2 active search path(s)
2026-02-21T08:21:49.7215952Z Generation 15: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━ 20/20 16.7 configs/s
2026-02-21T08:21:51.0239629Z Generation 15: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━ 20/20 15.8 configs/s
2026-02-21T08:21:53.2071340Z Generation 15: verifying top configs 100% ━━━━━━━━━━━━━ 1000/1000 466.5         
2026-02-21T08:21:53.2071826Z                                                                   configs/s     
2026-02-21T08:21:53.3907728Z [207s] Generation 15 complete: 
2026-02-21T08:21:53.3908249Z ok=22
2026-02-21T08:21:53.3908542Z min=0.0103
2026-02-21T08:21:53.3908825Z mid=0.0107
2026-02-21T08:21:53.3909110Z max=0.0262
2026-02-21T08:21:53.3909425Z best={'block_sizes': [1],
2026-02-21T08:21:53.3910110Z  'indexing': ['tensor_descriptor', 'tensor_descriptor', 'tensor_descriptor', 'pointer',
2026-02-21T08:21:53.3911113Z               'tensor_descriptor', 'tensor_descriptor', 'pointer', 'tensor_descriptor'],
2026-02-21T08:21:53.5348376Z  'load_eviction_policies': ['last', '', 'last', 'first', ''],
2026-02-21T08:21:53.5348892Z  'num_stages': 6,
2026-02-21T08:21:53.5349114Z  'num_warps': 4,
2026-02-21T08:21:53.5349368Z  'pid_type': 'flat',
2026-02-21T08:21:53.5349608Z  'range_flattens': [None],
2026-02-21T08:21:53.5349863Z  'range_multi_buffers': [None],
2026-02-21T08:21:53.5350111Z  'range_num_stages': [0],
2026-02-21T08:21:53.5350346Z  'range_unroll_factors': [0],
2026-02-21T08:21:53.5350600Z  'range_warp_specializes': [],
2026-02-21T08:21:53.5350842Z  'reduction_loops': [None]}
2026-02-21T08:21:53.5351135Z [207s] Fitting surrogate: 600 points, 600 targets
2026-02-21T08:21:53.8053680Z [207s] Generation 16 starting: 20 neighbors, 2 active search path(s)
2026-02-21T08:21:56.3559299Z Generation 16: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━ 22/22 18.7 configs/s
2026-02-21T08:21:58.2491823Z Generation 16: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━ 22/22 11.7 configs/s
2026-02-21T08:22:00.2839499Z Generation 16: verifying top configs 100% ━━━━━━━━━━━━━ 1000/1000 501.6         
2026-02-21T08:22:00.2840046Z                                                                   configs/s     
2026-02-21T08:22:00.4575113Z [214s] Generation 16 complete: 
2026-02-21T08:22:00.4575421Z ok=23
2026-02-21T08:22:00.4575614Z min=0.0100
2026-02-21T08:22:00.4575803Z mid=0.0107
2026-02-21T08:22:00.4575997Z max=0.0192
2026-02-21T08:22:00.4576212Z best={'block_sizes': [1],
2026-02-21T08:22:00.4576678Z  'indexing': ['tensor_descriptor', 'tensor_descriptor', 'tensor_descriptor', 'pointer',
2026-02-21T08:22:00.4577344Z               'tensor_descriptor', 'tensor_descriptor', 'pointer', 'tensor_descriptor'],
2026-02-21T08:22:00.4577911Z  'load_eviction_policies': ['last', '', 'last', 'first', ''],
2026-02-21T08:22:00.4578278Z  'num_stages': 6,
2026-02-21T08:22:00.4578494Z  'num_warps': 4,
2026-02-21T08:22:00.4578709Z  'pid_type': 'flat',
2026-02-21T08:22:00.4578947Z  'range_flattens': [None],
2026-02-21T08:22:00.4579206Z  'range_multi_buffers': [None],
2026-02-21T08:22:00.4579482Z  'range_num_stages': [0],
2026-02-21T08:22:00.4579736Z  'range_unroll_factors': [0],
2026-02-21T08:22:00.4580006Z  'range_warp_specializes': [],
2026-02-21T08:22:00.4583120Z  'reduction_loops': [None]}
2026-02-21T08:22:00.4602763Z [214s] Fitting surrogate: 623 points, 623 targets
2026-02-21T08:22:00.8695396Z [214s] Generation 17 starting: 18 neighbors, 2 active search path(s)
2026-02-21T08:22:03.1113118Z Generation 17: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━ 19/19 19.6 configs/s
2026-02-21T08:22:04.5090833Z Generation 17: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━ 19/19 13.9 configs/s
2026-02-21T08:22:06.5983321Z Generation 17: verifying top configs 100% ━━━━━━━━━━━━━ 1000/1000 488.5         
2026-02-21T08:22:06.5985411Z                                                                   configs/s     
2026-02-21T08:22:06.7815959Z [220s] Generation 17 complete: 
2026-02-21T08:22:06.7816293Z ok=21
2026-02-21T08:22:06.7816521Z min=0.0098
2026-02-21T08:22:06.7816701Z mid=0.0101
2026-02-21T08:22:06.7817445Z max=0.0455
2026-02-21T08:22:06.7817660Z best={'block_sizes': [1],
2026-02-21T08:22:06.7818075Z  'indexing': ['tensor_descriptor', 'pointer', 'pointer', 'pointer', 'tensor_descriptor',
2026-02-21T08:22:06.7818603Z               'tensor_descriptor', 'pointer', 'tensor_descriptor'],
2026-02-21T08:22:06.7819038Z  'load_eviction_policies': ['last', '', 'last', 'first', ''],
2026-02-21T08:22:06.7819365Z  'num_stages': 6,
2026-02-21T08:22:06.7819556Z  'num_warps': 4,
2026-02-21T08:22:06.7819748Z  'pid_type': 'flat',
2026-02-21T08:22:06.7819958Z  'range_flattens': [None],
2026-02-21T08:22:06.7820184Z  'range_multi_buffers': [None],
2026-02-21T08:22:06.7820438Z  'range_num_stages': [0],
2026-02-21T08:22:06.7820659Z  'range_unroll_factors': [0],
2026-02-21T08:22:06.7820903Z  'range_warp_specializes': [],
2026-02-21T08:22:06.7821143Z  'reduction_loops': [None]}
2026-02-21T08:22:06.7845358Z [220s] Fitting surrogate: 644 points, 644 targets
2026-02-21T08:22:07.1888371Z [221s] Generation 18 starting: 19 neighbors, 2 active search path(s)
2026-02-21T08:22:10.2641708Z Generation 18: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━ 20/20 11.4 configs/s
2026-02-21T08:22:11.5111282Z Generation 18: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━ 20/20 16.6 configs/s
2026-02-21T08:22:13.5870117Z Generation 18: verifying top configs 100% ━━━━━━━━━━━━━ 1000/1000 491.8         
2026-02-21T08:22:13.5870618Z                                                                   configs/s     
2026-02-21T08:22:13.7695998Z [227s] Generation 18 complete: 
2026-02-21T08:22:13.7696349Z ok=21
2026-02-21T08:22:13.7696530Z min=0.0098
2026-02-21T08:22:13.7696718Z mid=0.0105
2026-02-21T08:22:13.7696894Z max=0.0147
2026-02-21T08:22:13.7697084Z best={'block_sizes': [1],
2026-02-21T08:22:13.7697511Z  'indexing': ['tensor_descriptor', 'tensor_descriptor', 'pointer', 'tensor_descriptor',
2026-02-21T08:22:13.7698059Z               'tensor_descriptor', 'pointer', 'pointer', 'pointer'],
2026-02-21T08:22:13.7698545Z  'load_eviction_policies': ['last', '', 'last', 'last', 'first'],
2026-02-21T08:22:13.7698890Z  'num_stages': 3,
2026-02-21T08:22:13.7699092Z  'num_warps': 4,
2026-02-21T08:22:13.7699285Z  'pid_type': 'flat',
2026-02-21T08:22:13.7699525Z  'range_flattens': [None],
2026-02-21T08:22:13.7699755Z  'range_multi_buffers': [None],
2026-02-21T08:22:13.7700012Z  'range_num_stages': [0],
2026-02-21T08:22:13.7700254Z  'range_unroll_factors': [0],
2026-02-21T08:22:13.7700520Z  'range_warp_specializes': [],
2026-02-21T08:22:13.7700768Z  'reduction_loops': [None]}
2026-02-21T08:22:13.7725357Z [227s] Fitting surrogate: 665 points, 665 targets
2026-02-21T08:22:14.1844694Z [228s] Generation 19 starting: 20 neighbors, 2 active search path(s)
2026-02-21T08:22:16.6518372Z Generation 19: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━ 20/20 15.2 configs/s
2026-02-21T08:22:18.2533514Z Generation 19: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━ 20/20 13.9 configs/s
2026-02-21T08:22:20.5266383Z Generation 19: verifying top configs 100% ━━━━━━━━━━━━━ 1000/1000 510.4         
2026-02-21T08:22:20.5267048Z                                                                   configs/s     
2026-02-21T08:22:20.6999294Z [234s] Generation 19 complete: 
2026-02-21T08:22:20.7000110Z ok=22
2026-02-21T08:22:20.7000302Z min=0.0099
2026-02-21T08:22:20.7000475Z mid=0.0107
2026-02-21T08:22:20.7000651Z max=0.0196
2026-02-21T08:22:20.7000838Z best={'block_sizes': [1],
2026-02-21T08:22:20.7001253Z  'indexing': ['tensor_descriptor', 'tensor_descriptor', 'pointer', 'tensor_descriptor',
2026-02-21T08:22:20.7001820Z               'tensor_descriptor', 'pointer', 'tensor_descriptor', 'pointer'],
2026-02-21T08:22:20.7002292Z  'load_eviction_policies': ['last', '', 'last', 'last', 'first'],
2026-02-21T08:22:20.7002643Z  'num_stages': 3,
2026-02-21T08:22:20.7002841Z  'num_warps': 4,
2026-02-21T08:22:20.7003045Z  'pid_type': 'flat',
2026-02-21T08:22:20.7003255Z  'range_flattens': [None],
2026-02-21T08:22:20.7003501Z  'range_multi_buffers': [None],
2026-02-21T08:22:20.7003761Z  'range_num_stages': [0],
2026-02-21T08:22:20.7004722Z  'range_unroll_factors': [0],
2026-02-21T08:22:20.7005014Z  'range_warp_specializes': [],
2026-02-21T08:22:20.7005264Z  'reduction_loops': [None]}
2026-02-21T08:22:20.7026221Z [234s] Fitting surrogate: 687 points, 687 targets
2026-02-21T08:22:21.1313812Z [235s] Generation 20 starting: 19 neighbors, 2 active search path(s)
2026-02-21T08:22:22.6643339Z Generation 20: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━ 19/19 33.7 configs/s
2026-02-21T08:22:23.8314250Z Generation 20: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━ 19/19 16.9 configs/s
2026-02-21T08:22:26.0359820Z Generation 20: verifying top configs 100% ━━━━━━━━━━━━━ 1000/1000 462.6         
2026-02-21T08:22:26.0360589Z                                                                   configs/s     
2026-02-21T08:22:26.2315883Z [240s] Generation 20 complete: 
2026-02-21T08:22:26.2316325Z ok=21
2026-02-21T08:22:26.2316615Z min=0.0100
2026-02-21T08:22:26.2316897Z mid=0.0101
2026-02-21T08:22:26.2317177Z max=0.0159
2026-02-21T08:22:26.2317534Z best={'block_sizes': [1],
2026-02-21T08:22:26.2318215Z  'indexing': ['tensor_descriptor', 'tensor_descriptor', 'pointer', 'tensor_descriptor',
2026-02-21T08:22:26.2319115Z               'tensor_descriptor', 'pointer', 'tensor_descriptor', 'pointer'],
2026-02-21T08:22:26.2319914Z  'load_eviction_policies': ['last', '', 'last', 'last', 'first'],
2026-02-21T08:22:26.2320529Z  'num_stages': 2,
2026-02-21T08:22:26.2320717Z  'num_warps': 4,
2026-02-21T08:22:26.2320894Z  'pid_type': 'flat',
2026-02-21T08:22:26.2321083Z  'range_flattens': [None],
2026-02-21T08:22:26.2321295Z  'range_multi_buffers': [None],
2026-02-21T08:22:26.2321513Z  'range_num_stages': [0],
2026-02-21T08:22:26.2321716Z  'range_unroll_factors': [0],
2026-02-21T08:22:26.2321938Z  'range_warp_specializes': [],
2026-02-21T08:22:26.2322153Z  'reduction_loops': [None]}
2026-02-21T08:22:26.2348640Z [240s] Fitting surrogate: 708 points, 708 targets
2026-02-21T08:22:26.4805142Z [240s] Autotuning complete in 240.6s after searching 662 configs.
2026-02-21T08:22:26.4805594Z One can hardcode the best config and skip autotuning with:
2026-02-21T08:22:26.4807389Z     @helion.kernel(config=helion.Config(block_sizes=[1], indexing=['tensor_descriptor', 'tensor_descriptor', 'pointer', 'tensor_descriptor', 'tensor_descriptor', 'pointer', 'tensor_descriptor', 'pointer'], load_eviction_policies=['last', '', 'last', 'last', 'first'], num_stages=2, num_warps=4, pid_type='flat', range_flattens=[None], range_multi_buffers=[None], range_num_stages=[0], range_unroll_factors=[0], range_warp_specializes=[], reduction_loops=[None]), static_shapes=True)
2026-02-21T08:22:26.4809077Z 
2026-02-21T08:22:26.4809451Z [240s] Code of selected kernel: /tmp/torchinductor_root/qb/cqbojdeehazo755tphzw4w2lmdzzjuweix3bhtfq26hbjoo7bv22.py
2026-02-21T08:22:27.4220207Z WARNING:tritonbench.utils.triton_op:Completed input ID 0:
2026-02-21T08:22:27.4220880Z (M, H)
2026-02-21T08:22:27.4221222Z ------------
2026-02-21T08:22:27.4221492Z (2048, 1024)
2026-02-21T08:22:27.4221612Z 
2026-02-21T08:22:27.4233762Z  17%|█▋        | 1/6 [04:08<20:44, 248.93s/it]WARNING:tritonbench.utils.triton_op:Running input ID 1:
2026-02-21T08:22:27.4234520Z (M, H)
2026-02-21T08:22:27.4234683Z ------------
2026-02-21T08:22:27.4235212Z (2048, 2048)
2026-02-21T08:22:27.4239568Z INFO:tritonbench.utils.triton_op:Took 0.31ms to get benchmark function for llama_rms
2026-02-21T08:22:29.0040779Z INFO:tritonbench.utils.triton_op:Took 0.43ms to get benchmark function for liger_rms
2026-02-21T08:22:31.2780396Z INFO:tritonbench.utils.triton_op:Took 3.56ms to get benchmark function for torch_compile_rms
2026-02-21T08:22:35.5077924Z WARNING:__main__:Input tensor metadata:
2026-02-21T08:22:35.5078495Z { 'args': ( 2048,
2026-02-21T08:22:35.5078859Z             { 'device': 'cuda:0',
2026-02-21T08:22:35.5079302Z               'dtype': 'torch.float32',
2026-02-21T08:22:35.5079748Z               'shape': (2048, 2048),
2026-02-21T08:22:35.5080165Z               'stride': (2048, 1)},
2026-02-21T08:22:35.5080579Z             { 'device': 'cuda:0',
2026-02-21T08:22:35.5081669Z               'dtype': 'torch.float32',
2026-02-21T08:22:35.5082147Z               'shape': (2048,),
2026-02-21T08:22:35.5082521Z               'stride': (1,)}),
2026-02-21T08:22:35.5082926Z   'kwargs': {}}
2026-02-21T08:22:35.5095711Z INFO:tritonbench.utils.triton_op:Took 2.30ms to get benchmark function for helion_rms_norm_tritonbench
2026-02-21T08:22:35.6329565Z [0s] Autotune random seed: 2135372290
2026-02-21T08:22:35.7465591Z [0s] Starting LFBOPatternSearch with initial_population=FROM_RANDOM, copies=5, max_generations=20, similarity_penalty=1.0
2026-02-21T08:23:10.7077696Z [34s] Timeout after 30s compiling Config(block_sizes=[512], indexing=['pointer', 'tensor_descriptor', 'tensor_descriptor', 'tensor_descriptor', 'tensor_descriptor', 'tensor_descriptor', 'pointer', 'pointer'], load_eviction_policies=['first', 'last', 'last', '', ''], maxnreg=32, num_sm_multiplier=2, num_stages=1, num_warps=2, pid_type='persistent_interleaved', range_flattens=[None], range_multi_buffers=[False], range_num_stages=[4], range_unroll_factors=[0], range_warp_specializes=[], reduction_loops=[128])
2026-02-21T08:23:11.7824689Z [36s] Timeout after 30s compiling Config(block_sizes=[512], indexing=['pointer', 'pointer', 'tensor_descriptor', 'tensor_descriptor', 'pointer', 'tensor_descriptor', 'tensor_descriptor', 'tensor_descriptor'], load_eviction_policies=['first', '', '', 'last', 'last'], maxnreg=128, num_sm_multiplier=8, num_stages=8, num_warps=2, pid_type='persistent_interleaved', range_flattens=[None], range_multi_buffers=[True], range_num_stages=[4], range_unroll_factors=[4], range_warp_specializes=[], reduction_loops=[128])
2026-02-21T08:23:11.7843766Z Initial population precompiling 100% ━━━━━━━━━━━━━━━━━━━━━ 100/100 1.8 configs/s
2026-02-21T08:23:20.4426721Z Initial population exploring neighbors 100% ━━━━━━━━━━━━━ 100/100 11.6 configs/s
2026-02-21T08:23:20.4439332Z [44s] Adaptive compile timeout: 30s (90% percentile=3.1s, bounds=[30.0s, 30s])
2026-02-21T08:23:22.0723247Z Verifying initial results 100% ━━━━━━━━━━━━━━━━━━━━━━━ 1000/1000 625.7 configs/s
2026-02-21T08:23:22.2000232Z [46s] Initial random population of 100, 5 starting points: 
2026-02-21T08:23:22.2003191Z error=6
2026-02-21T08:23:22.2004626Z timeout=2
2026-02-21T08:23:22.2006509Z ok=92
2026-02-21T08:23:22.2006774Z min=0.0159
2026-02-21T08:23:22.2006963Z mid=0.0666
2026-02-21T08:23:22.2007134Z max=1.4814
2026-02-21T08:23:22.2007332Z best={'block_sizes': [1],
2026-02-21T08:23:22.2007805Z  'indexing': ['pointer', 'pointer', 'pointer', 'pointer', 'pointer', 'pointer', 'pointer',
2026-02-21T08:23:22.2008268Z               'pointer'],
2026-02-21T08:23:22.2008539Z  'load_eviction_policies': ['', '', '', '', ''],
2026-02-21T08:23:22.2008883Z  'num_stages': 1,
2026-02-21T08:23:22.2009100Z  'num_warps': 4,
2026-02-21T08:23:22.2009305Z  'pid_type': 'flat',
2026-02-21T08:23:22.2009515Z  'range_flattens': [None],
2026-02-21T08:23:22.2009725Z  'range_multi_buffers': [None],
2026-02-21T08:23:22.2010048Z  'range_num_stages': [0],
2026-02-21T08:23:22.2010302Z  'range_unroll_factors': [0],
2026-02-21T08:23:22.2010538Z  'range_warp_specializes': [],
2026-02-21T08:23:22.2010757Z  'reduction_loops': [None]}
2026-02-21T08:23:22.2019250Z [46s] Fitting surrogate: 100 points, 100 targets
2026-02-21T08:23:23.3000494Z [47s] Generation 1 starting: 69 neighbors, 5 active search path(s)
2026-02-21T08:23:32.2885540Z Generation 1: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━ 74/74 18.6 configs/s
2026-02-21T08:23:37.4798227Z Generation 1: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━ 74/74 14.3 configs/s
2026-02-21T08:23:45.3541774Z Generation 1: verifying top configs 100% ━━━━━━━━━━━━━━ 1000/1000 134.9         
2026-02-21T08:23:45.3542265Z                                                                   configs/s     
2026-02-21T08:23:45.9901966Z [70s] Generation 1 complete: 
2026-02-21T08:23:45.9902233Z ok=75
2026-02-21T08:23:45.9902399Z min=0.0153
2026-02-21T08:23:45.9902588Z mid=0.0174
2026-02-21T08:23:45.9902752Z max=0.0284
2026-02-21T08:23:45.9902934Z best={'block_sizes': [1],
2026-02-21T08:23:45.9903936Z  'indexing': ['pointer', 'pointer', 'pointer', 'pointer', 'tensor_descriptor', 'tensor_descriptor',
2026-02-21T08:23:45.9904801Z               'pointer', 'pointer'],
2026-02-21T08:23:45.9905135Z  'load_eviction_policies': ['first', '', 'last', '', ''],
2026-02-21T08:23:45.9905445Z  'num_stages': 4,
2026-02-21T08:23:45.9905647Z  'num_warps': 8,
2026-02-21T08:23:45.9905835Z  'pid_type': 'flat',
2026-02-21T08:23:45.9906046Z  'range_flattens': [None],
2026-02-21T08:23:45.9906270Z  'range_multi_buffers': [None],
2026-02-21T08:23:45.9906509Z  'range_num_stages': [0],
2026-02-21T08:23:45.9906732Z  'range_unroll_factors': [0],
2026-02-21T08:23:45.9906966Z  'range_warp_specializes': [],
2026-02-21T08:23:45.9907201Z  'reduction_loops': [None]}
2026-02-21T08:23:45.9925144Z [70s] Fitting surrogate: 175 points, 175 targets
2026-02-21T08:23:46.8143907Z [71s] Generation 2 starting: 49 neighbors, 5 active search path(s)
2026-02-21T08:23:52.6640542Z Generation 2: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━ 50/50 13.7 configs/s
2026-02-21T08:23:56.3671277Z Generation 2: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━ 50/50 13.6 configs/s
2026-02-21T08:24:02.1949576Z Generation 2: verifying top configs 100% ━━━━━━━━━━━━━━ 1000/1000 184.0         
2026-02-21T08:24:02.1950050Z                                                                   configs/s     
2026-02-21T08:24:02.7171111Z [86s] Generation 2 complete: 
2026-02-21T08:24:02.7171557Z ok=54
2026-02-21T08:24:02.7171843Z min=0.0154
2026-02-21T08:24:02.7172126Z mid=0.0159
2026-02-21T08:24:02.7172384Z max=0.0229
2026-02-21T08:24:02.7172682Z best={'block_sizes': [2],
2026-02-21T08:24:02.7173397Z  'indexing': ['pointer', 'pointer', 'pointer', 'pointer', 'pointer', 'tensor_descriptor', 'pointer',
2026-02-21T08:24:02.7174679Z               'tensor_descriptor'],
2026-02-21T08:24:02.7175174Z  'load_eviction_policies': ['', '', '', 'first', ''],
2026-02-21T08:24:02.7175683Z  'num_stages': 3,
2026-02-21T08:24:02.7176016Z  'num_warps': 4,
2026-02-21T08:24:02.7176369Z  'pid_type': 'flat',
2026-02-21T08:24:02.7176727Z  'range_flattens': [None],
2026-02-21T08:24:02.7177218Z  'range_multi_buffers': [None],
2026-02-21T08:24:02.7177631Z  'range_num_stages': [0],
2026-02-21T08:24:02.7177865Z  'range_unroll_factors': [0],
2026-02-21T08:24:02.7178127Z  'range_warp_specializes': [],
2026-02-21T08:24:02.7178376Z  'reduction_loops': [None]}
2026-02-21T08:24:02.7188730Z [86s] Fitting surrogate: 229 points, 229 targets
2026-02-21T08:24:03.5477225Z [87s] Generation 3 starting: 53 neighbors, 5 active search path(s)
2026-02-21T08:24:09.2436349Z Generation 3: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━ 53/53 16.5 configs/s
2026-02-21T08:24:12.7225024Z Generation 3: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━ 53/53 15.4 configs/s
2026-02-21T08:24:19.0575223Z Generation 3: verifying top configs 100% ━━━━━━━━━━━━━━ 1000/1000 168.8         
2026-02-21T08:24:19.0575736Z                                                                   configs/s     
2026-02-21T08:24:19.6196977Z [103s] Generation 3 complete: 
2026-02-21T08:24:19.6197236Z ok=58
2026-02-21T08:24:19.6197408Z min=0.0151
2026-02-21T08:24:19.6197578Z mid=0.0156
2026-02-21T08:24:19.6198065Z max=0.0186
2026-02-21T08:24:19.6198258Z best={'block_sizes': [2],
2026-02-21T08:24:19.6198715Z  'indexing': ['pointer', 'pointer', 'pointer', 'pointer', 'pointer', 'tensor_descriptor', 'pointer',
2026-02-21T08:24:19.6199325Z               'tensor_descriptor'],
2026-02-21T08:24:19.6199709Z  'load_eviction_policies': ['', '', '', 'first', 'first'],
2026-02-21T08:24:19.6200063Z  'num_stages': 3,
2026-02-21T08:24:19.6200262Z  'num_warps': 4,
2026-02-21T08:24:19.6200460Z  'pid_type': 'flat',
2026-02-21T08:24:19.6200685Z  'range_flattens': [None],
2026-02-21T08:24:19.6200917Z  'range_multi_buffers': [None],
2026-02-21T08:24:19.6201177Z  'range_num_stages': [0],
2026-02-21T08:24:19.6201403Z  'range_unroll_factors': [0],
2026-02-21T08:24:19.6201658Z  'range_warp_specializes': [],
2026-02-21T08:24:19.6201903Z  'reduction_loops': [None]}
2026-02-21T08:24:19.6216829Z [103s] Fitting surrogate: 287 points, 287 targets
2026-02-21T08:24:20.3920490Z [104s] Generation 4 starting: 48 neighbors, 5 active search path(s)
2026-02-21T08:24:27.2384976Z Generation 4: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 48/48 5.7 configs/s
2026-02-21T08:24:30.8419543Z Generation 4: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━ 48/48 13.4 configs/s
2026-02-21T08:24:36.4214896Z Generation 4: verifying top configs 100% ━━━━━━━━━━━━━━ 1000/1000 182.7         
2026-02-21T08:24:36.4215469Z                                                                   configs/s     
2026-02-21T08:24:36.9131228Z [121s] Generation 4 complete: 
2026-02-21T08:24:36.9131543Z ok=53
2026-02-21T08:24:36.9131735Z min=0.0156
2026-02-21T08:24:36.9131913Z mid=0.0162
2026-02-21T08:24:36.9132107Z max=0.0239
2026-02-21T08:24:36.9132299Z best={'block_sizes': [1],
2026-02-21T08:24:36.9132790Z  'indexing': ['pointer', 'tensor_descriptor', 'tensor_descriptor', 'pointer', 'tensor_descriptor',
2026-02-21T08:24:36.9133432Z               'tensor_descriptor', 'tensor_descriptor', 'pointer'],
2026-02-21T08:24:36.9133887Z  'load_eviction_policies': ['first', 'last', '', 'first', 'last'],
2026-02-21T08:24:36.9134762Z  'num_stages': 4,
2026-02-21T08:24:36.9134975Z  'num_warps': 16,
2026-02-21T08:24:36.9135187Z  'pid_type': 'flat',
2026-02-21T08:24:36.9135405Z  'range_flattens': [None],
2026-02-21T08:24:36.9135657Z  'range_multi_buffers': [None],
2026-02-21T08:24:36.9135909Z  'range_num_stages': [0],
2026-02-21T08:24:36.9136156Z  'range_unroll_factors': [0],
2026-02-21T08:24:36.9136423Z  'range_warp_specializes': [],
2026-02-21T08:24:36.9136689Z  'reduction_loops': [None]}
2026-02-21T08:24:36.9154661Z [121s] Fitting surrogate: 340 points, 340 targets
2026-02-21T08:24:37.7872336Z [122s] Generation 5 starting: 54 neighbors, 5 active search path(s)
2026-02-21T08:24:42.5640291Z Generation 5: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━ 59/59 49.2 configs/s
2026-02-21T08:24:46.8538948Z Generation 5: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━ 59/59 13.9 configs/s
2026-02-21T08:24:53.4979340Z Generation 5: verifying top configs 100% ━━━━━━━━━━━━━━ 1000/1000 160.7         
2026-02-21T08:24:53.6153616Z                                                                   configs/s     
2026-02-21T08:24:54.0358174Z [138s] Generation 5 complete: 
2026-02-21T08:24:54.0358453Z ok=60
2026-02-21T08:24:54.0358631Z min=0.0156
2026-02-21T08:24:54.0358836Z mid=0.0170
2026-02-21T08:24:54.0359006Z max=0.0747
2026-02-21T08:24:54.0359202Z best={'block_sizes': [4],
2026-02-21T08:24:54.0359674Z  'indexing': ['pointer', 'pointer', 'pointer', 'tensor_descriptor', 'pointer', 'tensor_descriptor',
2026-02-21T08:24:54.0360185Z               'pointer', 'pointer'],
2026-02-21T08:24:54.0360510Z  'load_eviction_policies': ['', '', '', '', 'last'],
2026-02-21T08:24:54.0360808Z  'num_stages': 1,
2026-02-21T08:24:54.0361010Z  'num_warps': 8,
2026-02-21T08:24:54.0361206Z  'pid_type': 'flat',
2026-02-21T08:24:54.0361429Z  'range_flattens': [None],
2026-02-21T08:24:54.1224802Z  'range_multi_buffers': [None],
2026-02-21T08:24:54.1225093Z  'range_num_stages': [0],
2026-02-21T08:24:54.1225330Z  'range_unroll_factors': [0],
2026-02-21T08:24:54.1225604Z  'range_warp_specializes': [],
2026-02-21T08:24:54.1225848Z  'reduction_loops': [None]}
2026-02-21T08:24:54.1226115Z [138s] Fitting surrogate: 400 points, 400 targets
2026-02-21T08:24:54.8881021Z [139s] Generation 6 starting: 51 neighbors, 4 active search path(s)
2026-02-21T08:25:00.1783382Z Generation 6: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━ 54/54 18.7 configs/s
2026-02-21T08:25:04.0711711Z Generation 6: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━ 54/54 14.0 configs/s
2026-02-21T08:25:09.8326734Z Generation 6: verifying top configs 100% ━━━━━━━━━━━━━━ 1000/1000 176.9         
2026-02-21T08:25:09.8327259Z                                                                   configs/s     
2026-02-21T08:25:10.3305945Z [154s] Generation 6 complete: 
2026-02-21T08:25:10.3306249Z ok=56
2026-02-21T08:25:10.3306446Z min=0.0156
2026-02-21T08:25:10.3306661Z mid=0.0164
2026-02-21T08:25:10.3306835Z max=0.1544
2026-02-21T08:25:10.3307029Z best={'block_sizes': [4],
2026-02-21T08:25:10.3307484Z  'indexing': ['pointer', 'pointer', 'pointer', 'tensor_descriptor', 'pointer', 'tensor_descriptor',
2026-02-21T08:25:10.3308028Z               'pointer', 'pointer'],
2026-02-21T08:25:10.3308341Z  'load_eviction_policies': ['', '', '', '', 'last'],
2026-02-21T08:25:10.3308638Z  'num_stages': 1,
2026-02-21T08:25:10.3308848Z  'num_warps': 8,
2026-02-21T08:25:10.3309052Z  'pid_type': 'flat',
2026-02-21T08:25:10.3309276Z  'range_flattens': [None],
2026-02-21T08:25:10.3309519Z  'range_multi_buffers': [None],
2026-02-21T08:25:10.3309764Z  'range_num_stages': [0],
2026-02-21T08:25:10.3309989Z  'range_unroll_factors': [0],
2026-02-21T08:25:10.3310237Z  'range_warp_specializes': [],
2026-02-21T08:25:10.3310475Z  'reduction_loops': [None]}
2026-02-21T08:25:10.3332788Z [154s] Fitting surrogate: 456 points, 456 targets
2026-02-21T08:25:10.9592624Z [155s] Generation 7 starting: 36 neighbors, 4 active search path(s)
2026-02-21T08:25:17.5626687Z Generation 7: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 40/40 6.8 configs/s
2026-02-21T08:25:20.0980065Z Generation 7: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━ 40/40 16.0 configs/s
2026-02-21T08:25:24.4569610Z Generation 7: verifying top configs 100% ━━━━━━━━━━━━━━ 1000/1000 233.8         
2026-02-21T08:25:24.4570202Z                                                                   configs/s     
2026-02-21T08:25:24.8303625Z [169s] Generation 7 complete: 
2026-02-21T08:25:24.8303883Z ok=41
2026-02-21T08:25:24.8304448Z min=0.0154
2026-02-21T08:25:24.8304667Z mid=0.0166
2026-02-21T08:25:24.8304868Z max=0.0951
2026-02-21T08:25:24.8305092Z best={'block_sizes': [8],
2026-02-21T08:25:24.8305586Z  'indexing': ['pointer', 'pointer', 'pointer', 'pointer', 'tensor_descriptor', 'tensor_descriptor',
2026-02-21T08:25:24.8306088Z               'pointer', 'pointer'],
2026-02-21T08:25:24.8306438Z  'load_eviction_policies': ['first', '', '', '', ''],
2026-02-21T08:25:24.8306740Z  'num_stages': 4,
2026-02-21T08:25:24.8306947Z  'num_warps': 16,
2026-02-21T08:25:24.8307151Z  'pid_type': 'flat',
2026-02-21T08:25:24.9379365Z  'range_flattens': [None],
2026-02-21T08:25:24.9379598Z  'range_multi_buffers': [None],
2026-02-21T08:25:24.9379855Z  'range_num_stages': [0],
2026-02-21T08:25:24.9380081Z  'range_unroll_factors': [0],
2026-02-21T08:25:24.9380317Z  'range_warp_specializes': [],
2026-02-21T08:25:24.9380553Z  'reduction_loops': [None]}
2026-02-21T08:25:24.9380810Z [169s] Fitting surrogate: 497 points, 497 targets
2026-02-21T08:25:25.5161564Z [169s] Generation 8 starting: 40 neighbors, 4 active search path(s)
2026-02-21T08:25:29.8197736Z Generation 8: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━ 43/43 24.2 configs/s
2026-02-21T08:25:32.4745208Z Generation 8: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━ 43/43 16.5 configs/s
2026-02-21T08:25:36.9735784Z Generation 8: verifying top configs 100% ━━━━━━━━━━━━━━ 1000/1000 226.6         
2026-02-21T08:25:36.9749636Z                                                                   configs/s     
2026-02-21T08:25:37.3611085Z [181s] Generation 8 complete: 
2026-02-21T08:25:37.3611398Z ok=44
2026-02-21T08:25:37.3611596Z min=0.0155
2026-02-21T08:25:37.3611784Z mid=0.0170
2026-02-21T08:25:37.3611967Z max=0.0284
2026-02-21T08:25:37.3612154Z best={'block_sizes': [8],
2026-02-21T08:25:37.3612610Z  'indexing': ['pointer', 'pointer', 'pointer', 'pointer', 'pointer', 'tensor_descriptor', 'pointer',
2026-02-21T08:25:37.3613122Z               'tensor_descriptor'],
2026-02-21T08:25:37.3613465Z  'load_eviction_policies': ['first', '', '', 'first', 'first'],
2026-02-21T08:25:37.3613814Z  'num_stages': 3,
2026-02-21T08:25:37.3614338Z  'num_warps': 4,
2026-02-21T08:25:37.3614561Z  'pid_type': 'flat',
2026-02-21T08:25:37.3614779Z  'range_flattens': [None],
2026-02-21T08:25:37.3615021Z  'range_multi_buffers': [None],
2026-02-21T08:25:37.3615281Z  'range_num_stages': [0],
2026-02-21T08:25:37.3615517Z  'range_unroll_factors': [0],
2026-02-21T08:25:37.3615777Z  'range_warp_specializes': [],
2026-02-21T08:25:37.3616019Z  'reduction_loops': [None]}
2026-02-21T08:25:37.3640641Z [181s] Fitting surrogate: 541 points, 541 targets
2026-02-21T08:25:38.3634799Z [182s] Generation 9 starting: 39 neighbors, 4 active search path(s)
2026-02-21T08:25:44.1547832Z Generation 9: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 41/41 7.2 configs/s
2026-02-21T08:25:47.4064706Z Generation 9: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━ 41/41 12.7 configs/s
2026-02-21T08:25:51.5542912Z Generation 9: verifying top configs 100% ━━━━━━━━━━━━━━ 1000/1000 245.7         
2026-02-21T08:25:51.5543414Z                                                                   configs/s     
2026-02-21T08:25:51.8997368Z [196s] Generation 9 complete: 
2026-02-21T08:25:51.8997671Z ok=43
2026-02-21T08:25:51.8997864Z min=0.0157
2026-02-21T08:25:51.8998046Z mid=0.0165
2026-02-21T08:25:51.8998243Z max=0.1599
2026-02-21T08:25:51.8998441Z best={'block_sizes': [8],
2026-02-21T08:25:51.8998953Z  'indexing': ['pointer', 'pointer', 'pointer', 'pointer', 'tensor_descriptor', 'tensor_descriptor',
2026-02-21T08:25:51.8999455Z               'pointer', 'pointer'],
2026-02-21T08:25:51.8999784Z  'load_eviction_policies': ['first', '', '', '', ''],
2026-02-21T08:25:51.9000097Z  'num_stages': 4,
2026-02-21T08:25:51.9000294Z  'num_warps': 16,
2026-02-21T08:25:51.9000495Z  'pid_type': 'flat',
2026-02-21T08:25:51.9000705Z  'range_flattens': [None],
2026-02-21T08:25:51.9000947Z  'range_multi_buffers': [None],
2026-02-21T08:25:51.9001196Z  'range_num_stages': [0],
2026-02-21T08:25:51.9001429Z  'range_unroll_factors': [0],
2026-02-21T08:25:51.9001690Z  'range_warp_specializes': [],
2026-02-21T08:25:51.9001936Z  'reduction_loops': [None]}
2026-02-21T08:25:51.9030615Z [196s] Fitting surrogate: 584 points, 584 targets
2026-02-21T08:25:52.3887787Z [196s] Generation 10 starting: 25 neighbors, 3 active search path(s)
2026-02-21T08:25:55.3221667Z Generation 10: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━ 27/27 15.9 configs/s
2026-02-21T08:25:57.0146150Z Generation 10: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━ 27/27 16.4 configs/s
2026-02-21T08:25:59.7369516Z Generation 10: verifying top configs 100% ━━━━━━━━━━━━━ 1000/1000 374.6         
2026-02-21T08:25:59.8456212Z                                                                   configs/s     
2026-02-21T08:25:59.9682830Z [204s] Generation 10 complete: 
2026-02-21T08:25:59.9683102Z ok=29
2026-02-21T08:25:59.9683275Z min=0.0156
2026-02-21T08:25:59.9683458Z mid=0.0166
2026-02-21T08:25:59.9683621Z max=0.0344
2026-02-21T08:25:59.9683807Z best={'block_sizes': [8],
2026-02-21T08:25:59.9684592Z  'indexing': ['pointer', 'pointer', 'pointer', 'pointer', 'pointer', 'tensor_descriptor', 'pointer',
2026-02-21T08:25:59.9685086Z               'tensor_descriptor'],
2026-02-21T08:25:59.9685433Z  'load_eviction_policies': ['first', '', '', 'first', ''],
2026-02-21T08:25:59.9685764Z  'num_stages': 3,
2026-02-21T08:25:59.9685984Z  'num_warps': 16,
2026-02-21T08:25:59.9686522Z  'pid_type': 'flat',
2026-02-21T08:25:59.9686780Z  'range_flattens': [None],
2026-02-21T08:25:59.9687014Z  'range_multi_buffers': [None],
2026-02-21T08:25:59.9687263Z  'range_num_stages': [0],
2026-02-21T08:25:59.9687511Z  'range_unroll_factors': [0],
2026-02-21T08:25:59.9687752Z  'range_warp_specializes': [],
2026-02-21T08:25:59.9688005Z  'reduction_loops': [None]}
2026-02-21T08:25:59.9713401Z [204s] Fitting surrogate: 613 points, 613 targets
2026-02-21T08:26:00.2609953Z [204s] Generation 11 starting: 11 neighbors, 1 active search path(s)
2026-02-21T08:26:02.8670156Z Generation 11: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━ 11/11 6.3 configs/s
2026-02-21T08:26:03.6601437Z Generation 11: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━ 11/11 14.5 configs/s
2026-02-21T08:26:04.9744471Z Generation 11: verifying top configs 100% ━━━━━━━━━━━━━ 1000/1000 777.3         
2026-02-21T08:26:04.9744982Z                                                                   configs/s     
2026-02-21T08:26:05.0845309Z [209s] Generation 11 complete: 
2026-02-21T08:26:05.0845609Z ok=12
2026-02-21T08:26:05.0845795Z min=0.0157
2026-02-21T08:26:05.0845974Z mid=0.0159
2026-02-21T08:26:05.0846153Z max=0.0204
2026-02-21T08:26:05.0846359Z best={'block_sizes': [4],
2026-02-21T08:26:05.0846810Z  'indexing': ['pointer', 'pointer', 'pointer', 'pointer', 'pointer', 'tensor_descriptor', 'pointer',
2026-02-21T08:26:05.0847295Z               'tensor_descriptor'],
2026-02-21T08:26:05.0847632Z  'load_eviction_policies': ['first', '', '', 'first', ''],
2026-02-21T08:26:05.0847979Z  'num_stages': 3,
2026-02-21T08:26:05.0848183Z  'num_warps': 8,
2026-02-21T08:26:05.0848402Z  'pid_type': 'flat',
2026-02-21T08:26:05.0848626Z  'range_flattens': [None],
2026-02-21T08:26:05.0848866Z  'range_multi_buffers': [None],
2026-02-21T08:26:05.0849108Z  'range_num_stages': [0],
2026-02-21T08:26:05.0849351Z  'range_unroll_factors': [0],
2026-02-21T08:26:05.0849600Z  'range_warp_specializes': [],
2026-02-21T08:26:05.0849852Z  'reduction_loops': [None]}
2026-02-21T08:26:05.0873926Z [209s] Fitting surrogate: 625 points, 625 targets
2026-02-21T08:26:05.3661900Z [209s] Generation 12 starting: 10 neighbors, 1 active search path(s)
2026-02-21T08:26:07.2194701Z Generation 12: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━ 11/11 11.0 configs/s
2026-02-21T08:26:07.8966220Z Generation 12: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━ 11/11 17.4 configs/s
2026-02-21T08:26:09.4884397Z Generation 12: verifying top configs 100% ━━━━━━━━━━━━━ 1000/1000 807.7         
2026-02-21T08:26:09.4884916Z                                                                   configs/s     
2026-02-21T08:26:09.5982022Z [213s] Generation 12 complete: 
2026-02-21T08:26:09.5982297Z ok=12
2026-02-21T08:26:09.5982466Z min=0.0153
2026-02-21T08:26:09.5982647Z mid=0.0163
2026-02-21T08:26:09.5982810Z max=0.0211
2026-02-21T08:26:09.5982991Z best={'block_sizes': [8],
2026-02-21T08:26:09.5983428Z  'indexing': ['pointer', 'pointer', 'pointer', 'pointer', 'pointer', 'tensor_descriptor', 'pointer',
2026-02-21T08:26:09.5983944Z               'tensor_descriptor'],
2026-02-21T08:26:09.5984530Z  'load_eviction_policies': ['first', '', '', 'first', ''],
2026-02-21T08:26:09.5984845Z  'num_stages': 4,
2026-02-21T08:26:09.5985348Z  'num_warps': 16,
2026-02-21T08:26:09.5985540Z  'pid_type': 'flat',
2026-02-21T08:26:09.5985752Z  'range_flattens': [None],
2026-02-21T08:26:09.5985978Z  'range_multi_buffers': [None],
2026-02-21T08:26:09.5986212Z  'range_num_stages': [0],
2026-02-21T08:26:09.5986416Z  'range_unroll_factors': [0],
2026-02-21T08:26:09.5986641Z  'range_warp_specializes': [],
2026-02-21T08:26:09.5986857Z  'reduction_loops': [None]}
2026-02-21T08:26:09.6006855Z [213s] Fitting surrogate: 637 points, 637 targets
2026-02-21T08:26:09.8680535Z [214s] Generation 13 starting: 9 neighbors, 1 active search path(s)
2026-02-21T08:26:12.0612489Z Generation 13: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 9/9 6.4 configs/s
2026-02-21T08:26:12.7583502Z Generation 13: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━━ 9/9 13.5 configs/s
2026-02-21T08:26:13.7728811Z Generation 13: verifying top configs 100% ━━━━━━━━━━━━━ 1000/1000 1006.0        
2026-02-21T08:26:13.7729286Z                                                                   configs/s     
2026-02-21T08:26:13.8548326Z [218s] Generation 13 complete: 
2026-02-21T08:26:13.8548576Z ok=10
2026-02-21T08:26:13.8548749Z min=0.0155
2026-02-21T08:26:13.8548922Z mid=0.0159
2026-02-21T08:26:13.8549097Z max=0.1004
2026-02-21T08:26:13.8549277Z best={'block_sizes': [8],
2026-02-21T08:26:13.8549693Z  'indexing': ['pointer', 'pointer', 'pointer', 'pointer', 'pointer', 'tensor_descriptor', 'pointer',
2026-02-21T08:26:13.8550154Z               'tensor_descriptor'],
2026-02-21T08:26:13.8550446Z  'load_eviction_policies': ['first', '', '', 'first', ''],
2026-02-21T08:26:13.8550743Z  'num_stages': 5,
2026-02-21T08:26:13.8550932Z  'num_warps': 16,
2026-02-21T08:26:13.8551113Z  'pid_type': 'flat',
2026-02-21T08:26:13.8551303Z  'range_flattens': [None],
2026-02-21T08:26:13.8551522Z  'range_multi_buffers': [None],
2026-02-21T08:26:13.8551749Z  'range_num_stages': [0],
2026-02-21T08:26:13.8551966Z  'range_unroll_factors': [0],
2026-02-21T08:26:13.8552189Z  'range_warp_specializes': [],
2026-02-21T08:26:13.8552429Z  'reduction_loops': [None]}
2026-02-21T08:26:13.8578675Z [218s] Fitting surrogate: 647 points, 647 targets
2026-02-21T08:26:14.1360694Z [218s] Generation 14 starting: 10 neighbors, 1 active search path(s)
2026-02-21T08:26:15.9960939Z Generation 14: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━ 10/10 8.9 configs/s
2026-02-21T08:26:16.8961585Z Generation 14: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━ 10/10 11.3 configs/s
2026-02-21T08:26:18.1104200Z Generation 14: verifying top configs 100% ━━━━━━━━━━━━━ 1000/1000 840.7         
2026-02-21T08:26:18.1104711Z                                                                   configs/s     
2026-02-21T08:26:18.2102858Z [222s] Generation 14 complete: 
2026-02-21T08:26:18.2103128Z ok=11
2026-02-21T08:26:18.2103295Z min=0.0154
2026-02-21T08:26:18.2103463Z mid=0.0156
2026-02-21T08:26:18.2103649Z max=0.0192
2026-02-21T08:26:18.2103831Z best={'block_sizes': [16],
2026-02-21T08:26:18.2104536Z  'indexing': ['pointer', 'tensor_descriptor', 'pointer', 'pointer', 'pointer', 'tensor_descriptor',
2026-02-21T08:26:18.4127910Z               'pointer', 'tensor_descriptor'],
2026-02-21T08:26:18.4128280Z  'load_eviction_policies': ['first', '', '', 'first', ''],
2026-02-21T08:26:18.4128606Z  'num_stages': 4,
2026-02-21T08:26:18.4128816Z  'num_warps': 16,
2026-02-21T08:26:18.4129016Z  'pid_type': 'flat',
2026-02-21T08:26:18.4129244Z  'range_flattens': [None],
2026-02-21T08:26:18.4129478Z  'range_multi_buffers': [None],
2026-02-21T08:26:18.4129728Z  'range_num_stages': [0],
2026-02-21T08:26:18.4130053Z  'range_unroll_factors': [0],
2026-02-21T08:26:18.4130314Z  'range_warp_specializes': [],
2026-02-21T08:26:18.4130556Z  'reduction_loops': [None]}
2026-02-21T08:26:18.4130840Z [222s] Fitting surrogate: 658 points, 658 targets
2026-02-21T08:26:18.5009488Z [222s] Generation 15 starting: 11 neighbors, 1 active search path(s)
2026-02-21T08:26:21.3916161Z Generation 15: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━ 11/11 5.6 configs/s
2026-02-21T08:26:22.0840186Z Generation 15: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━ 11/11 16.9 configs/s
2026-02-21T08:26:23.2846462Z Generation 15: verifying top configs 100% ━━━━━━━━━━━━━ 1000/1000 850.6         
2026-02-21T08:26:23.2846984Z                                                                   configs/s     
2026-02-21T08:26:23.3849533Z [227s] Generation 15 complete: 
2026-02-21T08:26:23.3849792Z ok=12
2026-02-21T08:26:23.3850046Z min=0.0154
2026-02-21T08:26:23.3850233Z mid=0.0167
2026-02-21T08:26:23.3850413Z max=0.0649
2026-02-21T08:26:23.3850593Z best={'block_sizes': [16],
2026-02-21T08:26:23.3851049Z  'indexing': ['pointer', 'tensor_descriptor', 'pointer', 'pointer', 'pointer', 'tensor_descriptor',
2026-02-21T08:26:23.3851565Z               'pointer', 'tensor_descriptor'],
2026-02-21T08:26:23.3851964Z  'load_eviction_policies': ['first', '', '', 'first', ''],
2026-02-21T08:26:23.3852301Z  'num_stages': 5,
2026-02-21T08:26:23.3852497Z  'num_warps': 16,
2026-02-21T08:26:23.3852707Z  'pid_type': 'flat',
2026-02-21T08:26:23.3852946Z  'range_flattens': [None],
2026-02-21T08:26:23.3853198Z  'range_multi_buffers': [None],
2026-02-21T08:26:23.3853447Z  'range_num_stages': [0],
2026-02-21T08:26:23.3853669Z  'range_unroll_factors': [0],
2026-02-21T08:26:23.3853915Z  'range_warp_specializes': [],
2026-02-21T08:26:23.3854472Z  'reduction_loops': [None]}
2026-02-21T08:26:23.3880309Z [227s] Fitting surrogate: 670 points, 670 targets
2026-02-21T08:26:23.6574347Z [227s] Generation 16 starting: 9 neighbors, 1 active search path(s)
2026-02-21T08:26:26.4873072Z Generation 16: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 9/9 4.5 configs/s
2026-02-21T08:26:27.2617843Z Generation 16: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━━ 9/9 11.9 configs/s
2026-02-21T08:26:28.3677743Z Generation 16: verifying top configs 100% ━━━━━━━━━━━━━ 1000/1000 922.5         
2026-02-21T08:26:28.3678315Z                                                                   configs/s     
2026-02-21T08:26:28.4596295Z [232s] Generation 16 complete: 
2026-02-21T08:26:28.4596606Z ok=10
2026-02-21T08:26:28.4596801Z min=0.0156
2026-02-21T08:26:28.4596990Z mid=0.0159
2026-02-21T08:26:28.4597156Z max=0.0203
2026-02-21T08:26:28.4597346Z best={'block_sizes': [16],
2026-02-21T08:26:28.4597791Z  'indexing': ['pointer', 'tensor_descriptor', 'pointer', 'pointer', 'pointer', 'tensor_descriptor',
2026-02-21T08:26:28.4598319Z               'pointer', 'tensor_descriptor'],
2026-02-21T08:26:28.4598671Z  'load_eviction_policies': ['first', '', '', 'first', ''],
2026-02-21T08:26:28.4598989Z  'num_stages': 5,
2026-02-21T08:26:28.4599206Z  'num_warps': 16,
2026-02-21T08:26:28.4599403Z  'pid_type': 'flat',
2026-02-21T08:26:28.4599621Z  'range_flattens': [None],
2026-02-21T08:26:28.4599850Z  'range_multi_buffers': [None],
2026-02-21T08:26:28.4600093Z  'range_num_stages': [0],
2026-02-21T08:26:28.4600322Z  'range_unroll_factors': [0],
2026-02-21T08:26:28.4600583Z  'range_warp_specializes': [],
2026-02-21T08:26:28.4600827Z  'reduction_loops': [None]}
2026-02-21T08:26:28.4627011Z [232s] Fitting surrogate: 680 points, 680 targets
2026-02-21T08:26:28.6096358Z [232s] Autotuning complete in 232.9s after searching 648 configs.
2026-02-21T08:26:28.6096841Z One can hardcode the best config and skip autotuning with:
2026-02-21T08:26:28.6098788Z     @helion.kernel(config=helion.Config(block_sizes=[16], indexing=['pointer', 'tensor_descriptor', 'pointer', 'pointer', 'pointer', 'tensor_descriptor', 'pointer', 'tensor_descriptor'], load_eviction_policies=['first', '', '', 'first', ''], num_stages=5, num_warps=16, pid_type='flat', range_flattens=[None], range_multi_buffers=[None], range_num_stages=[0], range_unroll_factors=[0], range_warp_specializes=[], reduction_loops=[None]), static_shapes=True)
2026-02-21T08:26:28.6102321Z 
2026-02-21T08:26:28.6103025Z [232s] Code of selected kernel: /tmp/torchinductor_root/pd/cpd2hatk4at5p5fupn4y3zr3w3yzqktaosnme6at2o5sacdwrcaa.py
2026-02-21T08:26:29.5743436Z WARNING:tritonbench.utils.triton_op:Completed input ID 1:
2026-02-21T08:26:29.5743808Z (M, H)
2026-02-21T08:26:29.5744143Z ------------
2026-02-21T08:26:29.5744340Z (2048, 2048)
2026-02-21T08:26:29.5744453Z 
2026-02-21T08:26:29.5758035Z  33%|███▎      | 2/6 [08:11<16:19, 244.94s/it]WARNING:tritonbench.utils.triton_op:Running input ID 2:
2026-02-21T08:26:29.5758467Z (M, H)
2026-02-21T08:26:29.5758626Z ------------
2026-02-21T08:26:29.5758789Z (2048, 4096)
2026-02-21T08:26:29.5763491Z INFO:tritonbench.utils.triton_op:Took 0.29ms to get benchmark function for llama_rms
2026-02-21T08:26:30.9742827Z INFO:tritonbench.utils.triton_op:Took 0.38ms to get benchmark function for liger_rms
2026-02-21T08:26:32.3170181Z INFO:tritonbench.utils.triton_op:Took 3.68ms to get benchmark function for torch_compile_rms
2026-02-21T08:26:34.8416054Z WARNING:__main__:Input tensor metadata:
2026-02-21T08:26:34.8416392Z { 'args': ( 4096,
2026-02-21T08:26:34.8416638Z             { 'device': 'cuda:0',
2026-02-21T08:26:34.8416907Z               'dtype': 'torch.float32',
2026-02-21T08:26:34.8417173Z               'shape': (2048, 4096),
2026-02-21T08:26:34.8417458Z               'stride': (4096, 1)},
2026-02-21T08:26:34.8417712Z             { 'device': 'cuda:0',
2026-02-21T08:26:34.8417987Z               'dtype': 'torch.float32',
2026-02-21T08:26:34.8418249Z               'shape': (4096,),
2026-02-21T08:26:34.8418489Z               'stride': (1,)}),
2026-02-21T08:26:34.8418720Z   'kwargs': {}}
2026-02-21T08:26:34.8436805Z INFO:tritonbench.utils.triton_op:Took 2.51ms to get benchmark function for helion_rms_norm_tritonbench
2026-02-21T08:26:34.9710321Z [0s] Autotune random seed: 2135372290
2026-02-21T08:26:35.1661734Z [0s] Starting LFBOPatternSearch with initial_population=FROM_RANDOM, copies=5, max_generations=20, similarity_penalty=1.0
2026-02-21T08:26:53.9968809Z Initial population precompiling 100% ━━━━━━━━━━━━━━━━━━━━━ 100/100 4.4 configs/s
2026-02-21T08:27:02.2819064Z Initial population exploring neighbors 100% ━━━━━━━━━━━━━ 100/100 12.1 configs/s
2026-02-21T08:27:02.2832388Z [27s] Adaptive compile timeout: 30s (90% percentile=3.5s, bounds=[30.0s, 30s])
2026-02-21T08:27:03.5796809Z Verifying initial results 100% ━━━━━━━━━━━━━━━━━━━━━━━ 1000/1000 785.2 configs/s
2026-02-21T08:27:03.7087114Z [28s] Initial random population of 100, 5 starting points: 
2026-02-21T08:27:03.7087480Z error=6
2026-02-21T08:27:03.7087652Z ok=94
2026-02-21T08:27:03.7087825Z min=0.0263
2026-02-21T08:27:03.7087998Z mid=0.1476
2026-02-21T08:27:03.7088165Z max=4.2035
2026-02-21T08:27:03.7088345Z best={'block_sizes': [1],
2026-02-21T08:27:03.7088757Z  'indexing': ['pointer', 'pointer', 'pointer', 'pointer', 'pointer', 'pointer', 'pointer',
2026-02-21T08:27:03.7089210Z               'pointer'],
2026-02-21T08:27:03.7089483Z  'load_eviction_policies': ['', '', '', '', ''],
2026-02-21T08:27:03.7089776Z  'num_stages': 1,
2026-02-21T08:27:03.7089968Z  'num_warps': 4,
2026-02-21T08:27:03.7090266Z  'pid_type': 'flat',
2026-02-21T08:27:03.7090510Z  'range_flattens': [None],
2026-02-21T08:27:03.7090748Z  'range_multi_buffers': [None],
2026-02-21T08:27:03.7090986Z  'range_num_stages': [0],
2026-02-21T08:27:03.7091722Z  'range_unroll_factors': [0],
2026-02-21T08:27:03.7091964Z  'range_warp_specializes': [],
2026-02-21T08:27:03.7092209Z  'reduction_loops': [None]}
2026-02-21T08:27:03.7103665Z [28s] Fitting surrogate: 100 points, 100 targets
2026-02-21T08:27:05.0901754Z [29s] Generation 1 starting: 87 neighbors, 5 active search path(s)
2026-02-21T08:27:12.9774841Z Generation 1: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━ 90/90 27.3 configs/s
2026-02-21T08:27:19.0619480Z Generation 1: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━ 90/90 14.9 configs/s
2026-02-21T08:27:27.9302976Z Generation 1: verifying top configs 100% ━━━━━━━━━━━━━━ 1000/1000 114.8         
2026-02-21T08:27:27.9303511Z                                                                   configs/s     
2026-02-21T08:27:28.6718675Z [53s] Generation 1 complete: 
2026-02-21T08:27:28.6719870Z error=1
2026-02-21T08:27:28.6720079Z ok=91
2026-02-21T08:27:28.6720262Z min=0.0260
2026-02-21T08:27:28.6720437Z mid=0.0302
2026-02-21T08:27:28.6720646Z max=0.1750
2026-02-21T08:27:28.6720829Z best={'block_sizes': [1],
2026-02-21T08:27:28.6721295Z  'indexing': ['pointer', 'tensor_descriptor', 'pointer', 'tensor_descriptor', 'tensor_descriptor',
2026-02-21T08:27:28.6721798Z               'pointer', 'pointer', 'pointer'],
2026-02-21T08:27:28.6722181Z  'load_eviction_policies': ['first', 'last', 'first', '', 'last'],
2026-02-21T08:27:28.6722525Z  'num_stages': 6,
2026-02-21T08:27:28.6722719Z  'num_warps': 4,
2026-02-21T08:27:28.6722916Z  'pid_type': 'flat',
2026-02-21T08:27:28.6723126Z  'range_flattens': [None],
2026-02-21T08:27:28.6723362Z  'range_multi_buffers': [None],
2026-02-21T08:27:28.6723597Z  'range_num_stages': [0],
2026-02-21T08:27:28.6723821Z  'range_unroll_factors': [0],
2026-02-21T08:27:28.6724488Z  'range_warp_specializes': [],
2026-02-21T08:27:28.6724744Z  'reduction_loops': [None]}
2026-02-21T08:27:28.6739883Z [53s] Fitting surrogate: 192 points, 192 targets
2026-02-21T08:27:30.2516460Z [55s] Generation 2 starting: 77 neighbors, 5 active search path(s)
2026-02-21T08:27:35.0045104Z Generation 2: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━ 80/80 33.1 configs/s
2026-02-21T08:27:39.7972795Z Generation 2: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━ 80/80 16.8 configs/s
2026-02-21T08:27:48.4527313Z Generation 2: verifying top configs 100% ━━━━━━━━━━━━━━ 1000/1000 117.5         
2026-02-21T08:27:48.4527855Z                                                                   configs/s     
2026-02-21T08:27:49.1765543Z [74s] Generation 2 complete: 
2026-02-21T08:27:49.1765863Z error=1
2026-02-21T08:27:49.1766059Z ok=82
2026-02-21T08:27:49.1766235Z min=0.0256
2026-02-21T08:27:49.1766429Z mid=0.0277
2026-02-21T08:27:49.1766596Z max=0.1393
2026-02-21T08:27:49.1766790Z best={'block_sizes': [1],
2026-02-21T08:27:49.1767303Z  'indexing': ['pointer', 'tensor_descriptor', 'pointer', 'pointer', 'pointer', 'pointer', 'pointer',
2026-02-21T08:27:49.1767804Z               'pointer'],
2026-02-21T08:27:49.1768074Z  'load_eviction_policies': ['', 'last', '', '', ''],
2026-02-21T08:27:49.1768400Z  'num_stages': 1,
2026-02-21T08:27:49.1768594Z  'num_warps': 8,
2026-02-21T08:27:49.1768796Z  'pid_type': 'flat',
2026-02-21T08:27:49.1769005Z  'range_flattens': [None],
2026-02-21T08:27:49.1769245Z  'range_multi_buffers': [None],
2026-02-21T08:27:49.1769491Z  'range_num_stages': [0],
2026-02-21T08:27:49.1769717Z  'range_unroll_factors': [0],
2026-02-21T08:27:49.1769967Z  'range_warp_specializes': [],
2026-02-21T08:27:49.1770323Z  'reduction_loops': [None]}
2026-02-21T08:27:49.1788391Z [74s] Fitting surrogate: 275 points, 275 targets
2026-02-21T08:27:50.7186660Z [75s] Generation 3 starting: 72 neighbors, 5 active search path(s)
2026-02-21T08:27:54.9601810Z Generation 3: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━ 74/74 19.1 configs/s
2026-02-21T08:27:59.4144801Z Generation 3: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━ 74/74 16.8 configs/s
2026-02-21T08:28:08.1742629Z Generation 3: verifying top configs 100% ━━━━━━━━━━━━━━ 1000/1000 116.2         
2026-02-21T08:28:08.1743804Z                                                                   configs/s     
2026-02-21T08:28:08.9113948Z [93s] Generation 3 complete: 
2026-02-21T08:28:08.9114438Z error=1
2026-02-21T08:28:08.9114628Z ok=77
2026-02-21T08:28:08.9114810Z min=0.0259
2026-02-21T08:28:08.9114996Z mid=0.0268
2026-02-21T08:28:08.9115171Z max=0.0658
2026-02-21T08:28:08.9115355Z best={'block_sizes': [1],
2026-02-21T08:28:08.9115814Z  'indexing': ['pointer', 'tensor_descriptor', 'pointer', 'tensor_descriptor', 'tensor_descriptor',
2026-02-21T08:28:08.9116333Z               'pointer', 'pointer', 'pointer'],
2026-02-21T08:28:08.9116732Z  'load_eviction_policies': ['first', 'last', 'first', 'first', 'last'],
2026-02-21T08:28:08.9117097Z  'num_stages': 6,
2026-02-21T08:28:08.9117304Z  'num_warps': 4,
2026-02-21T08:28:08.9117497Z  'pid_type': 'flat',
2026-02-21T08:28:08.9118389Z  'range_flattens': [None],
2026-02-21T08:28:08.9118644Z  'range_multi_buffers': [None],
2026-02-21T08:28:08.9118862Z  'range_num_stages': [0],
2026-02-21T08:28:08.9119087Z  'range_unroll_factors': [0],
2026-02-21T08:28:08.9119312Z  'range_warp_specializes': [],
2026-02-21T08:28:08.9119548Z  'reduction_loops': [None]}
2026-02-21T08:28:08.9140099Z [93s] Fitting surrogate: 353 points, 353 targets
2026-02-21T08:28:09.8633790Z [94s] Generation 4 starting: 59 neighbors, 5 active search path(s)
2026-02-21T08:28:13.6043353Z Generation 4: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━ 60/60 32.6 configs/s
2026-02-21T08:28:17.2301741Z Generation 4: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━ 60/60 16.7 configs/s
2026-02-21T08:28:24.2935613Z Generation 4: verifying top configs 100% ━━━━━━━━━━━━━━ 1000/1000 144.1         
2026-02-21T08:28:24.2936161Z                                                                   configs/s     
2026-02-21T08:28:24.8738773Z [109s] Generation 4 complete: 
2026-02-21T08:28:24.8739188Z ok=64
2026-02-21T08:28:24.8739419Z min=0.0256
2026-02-21T08:28:24.8739604Z mid=0.0269
2026-02-21T08:28:24.8739773Z max=0.0561
2026-02-21T08:28:24.8739970Z best={'block_sizes': [1],
2026-02-21T08:28:24.8740414Z  'indexing': ['pointer', 'tensor_descriptor', 'pointer', 'tensor_descriptor', 'tensor_descriptor',
2026-02-21T08:28:24.8740925Z               'pointer', 'pointer', 'pointer'],
2026-02-21T08:28:24.8741305Z  'load_eviction_policies': ['first', 'last', 'first', 'last', 'last'],
2026-02-21T08:28:24.8741664Z  'num_stages': 6,
2026-02-21T08:28:24.8741847Z  'num_warps': 8,
2026-02-21T08:28:24.8742039Z  'pid_type': 'flat',
2026-02-21T08:28:24.8742250Z  'range_flattens': [None],
2026-02-21T08:28:24.8742477Z  'range_multi_buffers': [None],
2026-02-21T08:28:24.8742712Z  'range_num_stages': [0],
2026-02-21T08:28:24.8742935Z  'range_unroll_factors': [0],
2026-02-21T08:28:24.8743175Z  'range_warp_specializes': [],
2026-02-21T08:28:24.8743410Z  'reduction_loops': [None]}
2026-02-21T08:28:24.8764560Z [109s] Fitting surrogate: 417 points, 417 targets
2026-02-21T08:28:25.8111814Z [110s] Generation 5 starting: 59 neighbors, 5 active search path(s)
2026-02-21T08:28:29.3393158Z Generation 5: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━ 62/62 29.4 configs/s
2026-02-21T08:28:33.0930207Z Generation 5: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━ 62/62 16.7 configs/s
2026-02-21T08:28:40.6641322Z Generation 5: verifying top configs 100% ━━━━━━━━━━━━━━ 1000/1000 140.6         
2026-02-21T08:28:40.6641867Z                                                                   configs/s     
2026-02-21T08:28:41.2784235Z [126s] Generation 5 complete: 
2026-02-21T08:28:41.2784545Z ok=64
2026-02-21T08:28:41.2784735Z min=0.0255
2026-02-21T08:28:41.2784920Z mid=0.0266
2026-02-21T08:28:41.2785113Z max=0.0438
2026-02-21T08:28:41.2785306Z best={'block_sizes': [1],
2026-02-21T08:28:41.2785801Z  'indexing': ['pointer', 'tensor_descriptor', 'pointer', 'pointer', 'tensor_descriptor', 'pointer',
2026-02-21T08:28:41.2786847Z               'pointer', 'pointer'],
2026-02-21T08:28:41.2787194Z  'load_eviction_policies': ['', 'last', '', '', ''],
2026-02-21T08:28:41.2787523Z  'num_stages': 1,
2026-02-21T08:28:41.2787759Z  'num_warps': 8,
2026-02-21T08:28:41.2787963Z  'pid_type': 'flat',
2026-02-21T08:28:41.2788179Z  'range_flattens': [None],
2026-02-21T08:28:41.2788426Z  'range_multi_buffers': [None],
2026-02-21T08:28:41.2788677Z  'range_num_stages': [0],
2026-02-21T08:28:41.2788930Z  'range_unroll_factors': [0],
2026-02-21T08:28:41.2789193Z  'range_warp_specializes': [],
2026-02-21T08:28:41.2789444Z  'reduction_loops': [None]}
2026-02-21T08:28:41.2809377Z [126s] Fitting surrogate: 481 points, 481 targets
2026-02-21T08:28:42.2263247Z [127s] Generation 6 starting: 57 neighbors, 4 active search path(s)
2026-02-21T08:28:45.8398090Z Generation 6: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━ 58/58 14.8 configs/s
2026-02-21T08:28:49.3324592Z Generation 6: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━ 58/58 16.8 configs/s
2026-02-21T08:28:55.8350106Z Generation 6: verifying top configs 100% ━━━━━━━━━━━━━━ 1000/1000 156.4         
2026-02-21T08:28:55.8350726Z                                                                   configs/s     
2026-02-21T08:28:56.3848972Z [141s] Generation 6 complete: 
2026-02-21T08:28:56.3849291Z ok=62
2026-02-21T08:28:56.3849476Z min=0.0257
2026-02-21T08:28:56.3849670Z mid=0.0269
2026-02-21T08:28:56.3849838Z max=0.1431
2026-02-21T08:28:56.3850024Z best={'block_sizes': [1],
2026-02-21T08:28:56.3850569Z  'indexing': ['pointer', 'tensor_descriptor', 'pointer', 'pointer', 'tensor_descriptor', 'pointer',
2026-02-21T08:28:56.3851075Z               'pointer', 'pointer'],
2026-02-21T08:28:56.3851398Z  'load_eviction_policies': ['', 'last', '', '', ''],
2026-02-21T08:28:56.3851707Z  'num_stages': 1,
2026-02-21T08:28:56.3851922Z  'num_warps': 8,
2026-02-21T08:28:56.3852117Z  'pid_type': 'flat',
2026-02-21T08:28:56.3852334Z  'range_flattens': [None],
2026-02-21T08:28:56.3852567Z  'range_multi_buffers': [None],
2026-02-21T08:28:56.3852853Z  'range_num_stages': [0],
2026-02-21T08:28:56.3853080Z  'range_unroll_factors': [0],
2026-02-21T08:28:56.3853344Z  'range_warp_specializes': [],
2026-02-21T08:28:56.3853603Z  'reduction_loops': [None]}
2026-02-21T08:28:56.3879218Z [141s] Fitting surrogate: 543 points, 543 targets
2026-02-21T08:28:57.5646833Z [142s] Generation 7 starting: 48 neighbors, 4 active search path(s)
2026-02-21T08:29:00.2655212Z Generation 7: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━ 48/48 44.0 configs/s
2026-02-21T08:29:03.1800039Z Generation 7: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━ 48/48 16.7 configs/s
2026-02-21T08:29:09.0920053Z Generation 7: verifying top configs 100% ━━━━━━━━━━━━━━ 1000/1000 172.1         
2026-02-21T08:29:09.0920562Z                                                                   configs/s     
2026-02-21T08:29:09.5898786Z [154s] Generation 7 complete: 
2026-02-21T08:29:09.5899034Z ok=53
2026-02-21T08:29:09.5899195Z min=0.0257
2026-02-21T08:29:09.5899364Z mid=0.0263
2026-02-21T08:29:09.5899555Z max=0.0457
2026-02-21T08:29:09.5899739Z best={'block_sizes': [1],
2026-02-21T08:29:09.5900214Z  'indexing': ['pointer', 'tensor_descriptor', 'pointer', 'pointer', 'tensor_descriptor', 'pointer',
2026-02-21T08:29:09.5901096Z               'pointer', 'pointer'],
2026-02-21T08:29:09.5901414Z  'load_eviction_policies': ['', 'last', '', '', ''],
2026-02-21T08:29:09.5901733Z  'num_stages': 1,
2026-02-21T08:29:09.5901953Z  'num_warps': 8,
2026-02-21T08:29:09.5902152Z  'pid_type': 'flat',
2026-02-21T08:29:09.5902371Z  'range_flattens': [None],
2026-02-21T08:29:09.5902610Z  'range_multi_buffers': [None],
2026-02-21T08:29:09.5902863Z  'range_num_stages': [0],
2026-02-21T08:29:09.5903105Z  'range_unroll_factors': [0],
2026-02-21T08:29:09.5903359Z  'range_warp_specializes': [],
2026-02-21T08:29:09.5903617Z  'reduction_loops': [None]}
2026-02-21T08:29:09.5931141Z [154s] Fitting surrogate: 596 points, 596 targets
2026-02-21T08:29:10.3526053Z [155s] Generation 8 starting: 45 neighbors, 4 active search path(s)
2026-02-21T08:29:12.9433688Z Generation 8: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━ 46/46 24.5 configs/s
2026-02-21T08:29:15.7017657Z Generation 8: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━ 46/46 16.9 configs/s
2026-02-21T08:29:21.7517907Z Generation 8: verifying top configs 100% ━━━━━━━━━━━━━━ 1000/1000 179.7         
2026-02-21T08:29:21.7518562Z                                                                   configs/s     
2026-02-21T08:29:22.2417312Z [167s] Generation 8 complete: 
2026-02-21T08:29:22.2417803Z ok=50
2026-02-21T08:29:22.2418084Z min=0.0257
2026-02-21T08:29:22.2418373Z mid=0.0263
2026-02-21T08:29:22.2418651Z max=0.0684
2026-02-21T08:29:22.2419078Z best={'block_sizes': [1],
2026-02-21T08:29:22.2419874Z  'indexing': ['pointer', 'tensor_descriptor', 'pointer', 'pointer', 'tensor_descriptor', 'pointer',
2026-02-21T08:29:22.2420454Z               'pointer', 'pointer'],
2026-02-21T08:29:22.2420818Z  'load_eviction_policies': ['', 'last', '', '', ''],
2026-02-21T08:29:22.2421171Z  'num_stages': 1,
2026-02-21T08:29:22.2421416Z  'num_warps': 8,
2026-02-21T08:29:22.2421640Z  'pid_type': 'flat',
2026-02-21T08:29:22.2421887Z  'range_flattens': [None],
2026-02-21T08:29:22.2422166Z  'range_multi_buffers': [None],
2026-02-21T08:29:22.2422450Z  'range_num_stages': [0],
2026-02-21T08:29:22.2422718Z  'range_unroll_factors': [0],
2026-02-21T08:29:22.2423000Z  'range_warp_specializes': [],
2026-02-21T08:29:22.2423285Z  'reduction_loops': [None]}
2026-02-21T08:29:22.2447243Z [167s] Fitting surrogate: 646 points, 646 targets
2026-02-21T08:29:23.0561316Z [167s] Generation 9 starting: 48 neighbors, 4 active search path(s)
2026-02-21T08:29:25.8259363Z Generation 9: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━ 49/49 26.2 configs/s
2026-02-21T08:29:28.7786921Z Generation 9: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━ 49/49 16.8 configs/s
2026-02-21T08:29:34.8858404Z Generation 9: verifying top configs 100% ━━━━━━━━━━━━━━ 1000/1000 166.7         
2026-02-21T08:29:34.8858939Z                                                                   configs/s     
2026-02-21T08:29:35.3887079Z [180s] Generation 9 complete: 
2026-02-21T08:29:35.3887523Z ok=53
2026-02-21T08:29:35.3887802Z min=0.0252
2026-02-21T08:29:35.3888123Z mid=0.0260
2026-02-21T08:29:35.3888392Z max=0.0342
2026-02-21T08:29:35.3888699Z best={'block_sizes': [1],
2026-02-21T08:29:35.3889444Z  'indexing': ['pointer', 'tensor_descriptor', 'pointer', 'pointer', 'tensor_descriptor', 'pointer',
2026-02-21T08:29:35.3890412Z               'tensor_descriptor', 'pointer'],
2026-02-21T08:29:35.3890928Z  'load_eviction_policies': ['', '', '', '', ''],
2026-02-21T08:29:35.3891376Z  'num_stages': 5,
2026-02-21T08:29:35.3891698Z  'num_warps': 8,
2026-02-21T08:29:35.3892002Z  'pid_type': 'flat',
2026-02-21T08:29:35.3892342Z  'range_flattens': [None],
2026-02-21T08:29:35.3892710Z  'range_multi_buffers': [None],
2026-02-21T08:29:35.3893122Z  'range_num_stages': [0],
2026-02-21T08:29:35.3893502Z  'range_unroll_factors': [0],
2026-02-21T08:29:35.3893892Z  'range_warp_specializes': [],
2026-02-21T08:29:35.3894818Z  'reduction_loops': [None]}
2026-02-21T08:29:35.3927375Z [180s] Fitting surrogate: 699 points, 699 targets
2026-02-21T08:29:36.2056328Z [181s] Generation 10 starting: 47 neighbors, 4 active search path(s)
2026-02-21T08:29:38.9463554Z Generation 10: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━ 48/48 10.4 configs/s
2026-02-21T08:29:41.6674889Z Generation 10: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━ 48/48 17.9 configs/s
2026-02-21T08:29:47.3956039Z Generation 10: verifying top configs 100% ━━━━━━━━━━━━━ 1000/1000 191.5         
2026-02-21T08:29:47.3956577Z                                                                   configs/s     
2026-02-21T08:29:47.8575473Z [192s] Generation 10 complete: 
2026-02-21T08:29:47.8575913Z error=3
2026-02-21T08:29:47.8576179Z ok=48
2026-02-21T08:29:47.8576492Z min=0.0257
2026-02-21T08:29:47.8576827Z mid=0.0263
2026-02-21T08:29:47.8577140Z max=0.0501
2026-02-21T08:29:47.8577462Z best={'block_sizes': [1],
2026-02-21T08:29:47.8578412Z  'indexing': ['pointer', 'tensor_descriptor', 'pointer', 'pointer', 'tensor_descriptor', 'pointer',
2026-02-21T08:29:47.8578934Z               'tensor_descriptor', 'pointer'],
2026-02-21T08:29:47.8579282Z  'load_eviction_policies': ['', 'last', '', '', ''],
2026-02-21T08:29:47.8579578Z  'num_stages': 5,
2026-02-21T08:29:47.8579761Z  'num_warps': 8,
2026-02-21T08:29:47.8579952Z  'pid_type': 'flat',
2026-02-21T08:29:47.8580151Z  'range_flattens': [None],
2026-02-21T08:29:47.8580382Z  'range_multi_buffers': [None],
2026-02-21T08:29:47.8580617Z  'range_num_stages': [0],
2026-02-21T08:29:47.8580846Z  'range_unroll_factors': [0],
2026-02-21T08:29:47.8581084Z  'range_warp_specializes': [],
2026-02-21T08:29:47.8581317Z  'reduction_loops': [None]}
2026-02-21T08:29:47.8608686Z [192s] Fitting surrogate: 750 points, 750 targets
2026-02-21T08:29:48.6952008Z [193s] Generation 11 starting: 49 neighbors, 4 active search path(s)
2026-02-21T08:29:51.4510456Z Generation 11: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━ 50/50 62.1 configs/s
2026-02-21T08:29:54.4584864Z Generation 11: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━ 50/50 16.9 configs/s
2026-02-21T08:30:00.3424563Z Generation 11: verifying top configs 100% ━━━━━━━━━━━━━ 1000/1000 173.0         
2026-02-21T08:30:00.3425058Z                                                                   configs/s     
2026-02-21T08:30:00.8310311Z [205s] Generation 11 complete: 
2026-02-21T08:30:00.8310749Z ok=53
2026-02-21T08:30:00.8311043Z min=0.0254
2026-02-21T08:30:00.8311368Z mid=0.0260
2026-02-21T08:30:00.8311645Z max=0.0433
2026-02-21T08:30:00.8311945Z best={'block_sizes': [1],
2026-02-21T08:30:00.8312683Z  'indexing': ['pointer', 'tensor_descriptor', 'pointer', 'pointer', 'tensor_descriptor', 'pointer',
2026-02-21T08:30:00.8313568Z               'tensor_descriptor', 'tensor_descriptor'],
2026-02-21T08:30:00.8314613Z  'load_eviction_policies': ['', 'last', '', '', ''],
2026-02-21T08:30:00.8315096Z  'num_stages': 5,
2026-02-21T08:30:00.8315406Z  'num_warps': 8,
2026-02-21T08:30:00.8315786Z  'pid_type': 'flat',
2026-02-21T08:30:00.8316166Z  'range_flattens': [None],
2026-02-21T08:30:00.8316535Z  'range_multi_buffers': [None],
2026-02-21T08:30:00.8316759Z  'range_num_stages': [0],
2026-02-21T08:30:00.8316979Z  'range_unroll_factors': [0],
2026-02-21T08:30:00.8317202Z  'range_warp_specializes': [],
2026-02-21T08:30:00.8317417Z  'reduction_loops': [None]}
2026-02-21T08:30:00.8349168Z [205s] Fitting surrogate: 803 points, 803 targets
2026-02-21T08:30:01.5969268Z [206s] Generation 12 starting: 43 neighbors, 4 active search path(s)
2026-02-21T08:30:03.9772826Z Generation 12: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━ 44/44 54.7 configs/s
2026-02-21T08:30:06.5960720Z Generation 12: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━ 44/44 17.1 configs/s
2026-02-21T08:30:11.9636073Z Generation 12: verifying top configs 100% ━━━━━━━━━━━━━ 1000/1000 204.5         
2026-02-21T08:30:11.9637738Z                                                                   configs/s     
2026-02-21T08:30:12.3945258Z [217s] Generation 12 complete: 
2026-02-21T08:30:12.3945688Z ok=47
2026-02-21T08:30:12.3945973Z min=0.0256
2026-02-21T08:30:12.3946255Z mid=0.0260
2026-02-21T08:30:12.3946533Z max=0.1539
2026-02-21T08:30:12.3947588Z best={'block_sizes': [1],
2026-02-21T08:30:12.3948361Z  'indexing': ['pointer', 'tensor_descriptor', 'pointer', 'pointer', 'tensor_descriptor', 'pointer',
2026-02-21T08:30:12.3949238Z               'tensor_descriptor', 'tensor_descriptor'],
2026-02-21T08:30:12.3949791Z  'load_eviction_policies': ['', 'last', '', '', ''],
2026-02-21T08:30:12.3950261Z  'num_stages': 5,
2026-02-21T08:30:12.3950583Z  'num_warps': 8,
2026-02-21T08:30:12.3950927Z  'pid_type': 'flat',
2026-02-21T08:30:12.3951275Z  'range_flattens': [None],
2026-02-21T08:30:12.3951658Z  'range_multi_buffers': [None],
2026-02-21T08:30:12.3952048Z  'range_num_stages': [0],
2026-02-21T08:30:12.3952427Z  'range_unroll_factors': [0],
2026-02-21T08:30:12.3952848Z  'range_warp_specializes': [],
2026-02-21T08:30:12.3953242Z  'reduction_loops': [None]}
2026-02-21T08:30:12.3981756Z [217s] Fitting surrogate: 850 points, 850 targets
2026-02-21T08:30:13.0766411Z [217s] Generation 13 starting: 36 neighbors, 3 active search path(s)
2026-02-21T08:30:15.3334815Z Generation 13: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━ 37/37 21.9 configs/s
2026-02-21T08:30:17.5638241Z Generation 13: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━ 37/37 16.9 configs/s
2026-02-21T08:30:22.1188154Z Generation 13: verifying top configs 100% ━━━━━━━━━━━━━ 1000/1000 223.5         
2026-02-21T08:30:22.1188671Z                                                                   configs/s     
2026-02-21T08:30:22.5120406Z [227s] Generation 13 complete: 
2026-02-21T08:30:22.5120845Z ok=39
2026-02-21T08:30:22.5121131Z min=0.0257
2026-02-21T08:30:22.5121424Z mid=0.0272
2026-02-21T08:30:22.5121686Z max=0.0376
2026-02-21T08:30:22.5121982Z best={'block_sizes': [1],
2026-02-21T08:30:22.5122709Z  'indexing': ['pointer', 'tensor_descriptor', 'pointer', 'pointer', 'tensor_descriptor', 'pointer',
2026-02-21T08:30:22.5123650Z               'tensor_descriptor', 'tensor_descriptor'],
2026-02-21T08:30:22.5124715Z  'load_eviction_policies': ['', 'last', '', '', ''],
2026-02-21T08:30:22.5125218Z  'num_stages': 5,
2026-02-21T08:30:22.5125534Z  'num_warps': 8,
2026-02-21T08:30:22.5125843Z  'pid_type': 'flat',
2026-02-21T08:30:22.5126188Z  'range_flattens': [None],
2026-02-21T08:30:22.5126564Z  'range_multi_buffers': [None],
2026-02-21T08:30:22.5126946Z  'range_num_stages': [0],
2026-02-21T08:30:22.5127310Z  'range_unroll_factors': [0],
2026-02-21T08:30:22.5127721Z  'range_warp_specializes': [],
2026-02-21T08:30:22.5128110Z  'reduction_loops': [None]}
2026-02-21T08:30:22.5161017Z [227s] Fitting surrogate: 889 points, 889 targets
2026-02-21T08:30:22.9160296Z [227s] Generation 14 starting: 18 neighbors, 2 active search path(s)
2026-02-21T08:30:23.9970561Z Generation 14: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━ 18/18 10.3 configs/s
2026-02-21T08:30:25.0711161Z Generation 14: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━ 18/18 17.5 configs/s
2026-02-21T08:30:27.5252138Z Generation 14: verifying top configs 100% ━━━━━━━━━━━━━ 1000/1000 413.7         
2026-02-21T08:30:27.5252571Z                                                                   configs/s     
2026-02-21T08:30:27.7460677Z [232s] Generation 14 complete: 
2026-02-21T08:30:27.7460921Z ok=21
2026-02-21T08:30:27.7461093Z min=0.0287
2026-02-21T08:30:27.7461258Z mid=0.0291
2026-02-21T08:30:27.7461425Z max=0.0359
2026-02-21T08:30:27.7461600Z best={'block_sizes': [1],
2026-02-21T08:30:27.7462043Z  'indexing': ['pointer', 'tensor_descriptor', 'pointer', 'pointer', 'tensor_descriptor', 'pointer',
2026-02-21T08:30:27.7462562Z               'tensor_descriptor', 'tensor_descriptor'],
2026-02-21T08:30:27.7462902Z  'load_eviction_policies': ['', 'last', '', '', ''],
2026-02-21T08:30:27.7463193Z  'num_stages': 5,
2026-02-21T08:30:27.7463378Z  'num_warps': 8,
2026-02-21T08:30:27.7463571Z  'pid_type': 'flat',
2026-02-21T08:30:27.7463770Z  'range_flattens': [None],
2026-02-21T08:30:27.7464546Z  'range_multi_buffers': [None],
2026-02-21T08:30:27.7464815Z  'range_num_stages': [0],
2026-02-21T08:30:27.7465044Z  'range_unroll_factors': [0],
2026-02-21T08:30:27.7465288Z  'range_warp_specializes': [],
2026-02-21T08:30:27.7465534Z  'reduction_loops': [None]}
2026-02-21T08:30:27.7503527Z [232s] Fitting surrogate: 910 points, 910 targets
2026-02-21T08:30:28.1642664Z [232s] Generation 15 starting: 19 neighbors, 2 active search path(s)
2026-02-21T08:30:29.5167930Z Generation 15: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━ 21/21 37.6 configs/s
2026-02-21T08:30:30.7904415Z Generation 15: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━ 21/21 17.1 configs/s
2026-02-21T08:30:33.3350824Z Generation 15: verifying top configs 100% ━━━━━━━━━━━━━ 1000/1000 400.1         
2026-02-21T08:30:33.3351330Z                                                                   configs/s     
2026-02-21T08:30:33.5650359Z [238s] Generation 15 complete: 
2026-02-21T08:30:33.5650659Z ok=22
2026-02-21T08:30:33.5650876Z min=0.0261
2026-02-21T08:30:33.5651089Z mid=0.0269
2026-02-21T08:30:33.5651256Z max=0.0341
2026-02-21T08:30:33.5651447Z best={'block_sizes': [1],
2026-02-21T08:30:33.5651917Z  'indexing': ['pointer', 'tensor_descriptor', 'pointer', 'pointer', 'tensor_descriptor', 'pointer',
2026-02-21T08:30:33.5652476Z               'tensor_descriptor', 'tensor_descriptor'],
2026-02-21T08:30:33.5665427Z  'load_eviction_policies': ['', 'last', '', '', ''],
2026-02-21T08:30:33.5665761Z  'num_stages': 5,
2026-02-21T08:30:33.5665970Z  'num_warps': 8,
2026-02-21T08:30:33.5666180Z  'pid_type': 'flat',
2026-02-21T08:30:33.5666402Z  'range_flattens': [None],
2026-02-21T08:30:33.5666644Z  'range_multi_buffers': [None],
2026-02-21T08:30:33.5666891Z  'range_num_stages': [0],
2026-02-21T08:30:33.5667126Z  'range_unroll_factors': [0],
2026-02-21T08:30:33.5667367Z  'range_warp_specializes': [],
2026-02-21T08:30:33.5667616Z  'reduction_loops': [None]}
2026-02-21T08:30:33.5691330Z [238s] Fitting surrogate: 932 points, 932 targets
2026-02-21T08:30:34.0948319Z [238s] Generation 16 starting: 27 neighbors, 2 active search path(s)
2026-02-21T08:30:35.9472363Z Generation 16: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━ 29/29 35.8 configs/s
2026-02-21T08:30:37.6647361Z Generation 16: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━ 29/29 17.3 configs/s
2026-02-21T08:30:41.0505953Z Generation 16: verifying top configs 100% ━━━━━━━━━━━━━ 1000/1000 339.3         
2026-02-21T08:30:41.0506571Z                                                                   configs/s     
2026-02-21T08:30:41.3182774Z [246s] Generation 16 complete: 
2026-02-21T08:30:41.3183083Z error=1
2026-02-21T08:30:41.3183280Z ok=29
2026-02-21T08:30:41.3183474Z min=0.0255
2026-02-21T08:30:41.3183683Z mid=0.0278
2026-02-21T08:30:41.3183935Z max=0.0535
2026-02-21T08:30:41.3184512Z best={'block_sizes': [1],
2026-02-21T08:30:41.3185148Z  'indexing': ['pointer', 'tensor_descriptor', 'pointer', 'pointer', 'tensor_descriptor', 'pointer',
2026-02-21T08:30:41.3185799Z               'tensor_descriptor', 'pointer'],
2026-02-21T08:30:41.3186253Z  'load_eviction_policies': ['', '', '', 'first', 'last'],
2026-02-21T08:30:41.3186653Z  'num_stages': 5,
2026-02-21T08:30:41.3186897Z  'num_warps': 8,
2026-02-21T08:30:41.3187558Z  'pid_type': 'flat',
2026-02-21T08:30:41.3187812Z  'range_flattens': [None],
2026-02-21T08:30:41.3188100Z  'range_multi_buffers': [None],
2026-02-21T08:30:41.3188391Z  'range_num_stages': [0],
2026-02-21T08:30:41.3188674Z  'range_unroll_factors': [0],
2026-02-21T08:30:41.3188973Z  'range_warp_specializes': [],
2026-02-21T08:30:41.3189272Z  'reduction_loops': [None]}
2026-02-21T08:30:41.3219800Z [246s] Fitting surrogate: 962 points, 962 targets
2026-02-21T08:30:41.8570955Z [246s] Generation 17 starting: 27 neighbors, 2 active search path(s)
2026-02-21T08:30:43.7848784Z Generation 17: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━ 28/28 10.5 configs/s
2026-02-21T08:30:45.4696438Z Generation 17: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━ 28/28 17.1 configs/s
2026-02-21T08:30:48.4678863Z Generation 17: verifying top configs 100% ━━━━━━━━━━━━━ 1000/1000 339.1         
2026-02-21T08:30:48.4679384Z                                                                   configs/s     
2026-02-21T08:30:48.7296484Z [253s] Generation 17 complete: 
2026-02-21T08:30:48.7296765Z ok=29
2026-02-21T08:30:48.7296955Z min=0.0255
2026-02-21T08:30:48.7297129Z mid=0.0264
2026-02-21T08:30:48.7297301Z max=0.2631
2026-02-21T08:30:48.7297486Z best={'block_sizes': [1],
2026-02-21T08:30:48.7297907Z  'indexing': ['tensor_descriptor', 'tensor_descriptor', 'pointer', 'tensor_descriptor',
2026-02-21T08:30:48.7298459Z               'tensor_descriptor', 'pointer', 'pointer', 'pointer'],
2026-02-21T08:30:48.7298909Z  'load_eviction_policies': ['', 'last', '', 'first', ''],
2026-02-21T08:30:48.7299307Z  'num_stages': 6,
2026-02-21T08:30:48.7299497Z  'num_warps': 8,
2026-02-21T08:30:48.7299693Z  'pid_type': 'flat',
2026-02-21T08:30:48.7299902Z  'range_flattens': [None],
2026-02-21T08:30:48.7300142Z  'range_multi_buffers': [None],
2026-02-21T08:30:48.7300394Z  'range_num_stages': [0],
2026-02-21T08:30:48.7300630Z  'range_unroll_factors': [0],
2026-02-21T08:30:48.7300872Z  'range_warp_specializes': [],
2026-02-21T08:30:48.7301128Z  'reduction_loops': [None]}
2026-02-21T08:30:48.7339896Z [253s] Fitting surrogate: 991 points, 991 targets
2026-02-21T08:30:49.1533324Z [253s] Generation 18 starting: 20 neighbors, 2 active search path(s)
2026-02-21T08:30:50.3383563Z Generation 18: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━ 20/20 9.3 configs/s
2026-02-21T08:30:51.5306125Z Generation 18: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━ 20/20 17.4 configs/s
2026-02-21T08:30:54.0974674Z Generation 18: verifying top configs 100% ━━━━━━━━━━━━━ 1000/1000 395.2         
2026-02-21T08:30:54.0975189Z                                                                   configs/s     
2026-02-21T08:30:54.3273605Z [259s] Generation 18 complete: 
2026-02-21T08:30:54.3273915Z ok=22
2026-02-21T08:30:54.3274295Z min=0.0286
2026-02-21T08:30:54.3274481Z mid=0.0289
2026-02-21T08:30:54.3274672Z max=0.0339
2026-02-21T08:30:54.3274865Z best={'block_sizes': [1],
2026-02-21T08:30:54.3275316Z  'indexing': ['tensor_descriptor', 'tensor_descriptor', 'pointer', 'tensor_descriptor',
2026-02-21T08:30:54.3275888Z               'tensor_descriptor', 'pointer', 'pointer', 'pointer'],
2026-02-21T08:30:54.3276306Z  'load_eviction_policies': ['', 'last', '', 'first', ''],
2026-02-21T08:30:54.3276625Z  'num_stages': 6,
2026-02-21T08:30:54.3276844Z  'num_warps': 8,
2026-02-21T08:30:54.3277041Z  'pid_type': 'flat',
2026-02-21T08:30:54.3277258Z  'range_flattens': [None],
2026-02-21T08:30:54.3277491Z  'range_multi_buffers': [None],
2026-02-21T08:30:54.3277737Z  'range_num_stages': [0],
2026-02-21T08:30:54.3277964Z  'range_unroll_factors': [0],
2026-02-21T08:30:54.3278215Z  'range_warp_specializes': [],
2026-02-21T08:30:54.3278455Z  'reduction_loops': [None]}
2026-02-21T08:30:54.3317432Z [259s] Fitting surrogate: 1013 points, 1013 targets
2026-02-21T08:30:54.6123944Z [259s] Generation 19 starting: 10 neighbors, 1 active search path(s)
2026-02-21T08:30:55.4907832Z Generation 19: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━ 11/11 11.6 configs/s
2026-02-21T08:30:56.1531224Z Generation 19: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━ 11/11 17.9 configs/s
2026-02-21T08:30:57.5531737Z Generation 19: verifying top configs 100% ━━━━━━━━━━━━━ 1000/1000 725.7         
2026-02-21T08:30:57.5532238Z                                                                   configs/s     
2026-02-21T08:30:57.6910903Z [262s] Generation 19 complete: 
2026-02-21T08:30:57.6911185Z ok=12
2026-02-21T08:30:57.6911370Z min=0.0286
2026-02-21T08:30:57.6911549Z mid=0.0292
2026-02-21T08:30:57.6911728Z max=0.0369
2026-02-21T08:30:57.6911914Z best={'block_sizes': [1],
2026-02-21T08:30:57.6912372Z  'indexing': ['tensor_descriptor', 'pointer', 'tensor_descriptor', 'pointer', 'tensor_descriptor',
2026-02-21T08:30:57.6912904Z               'pointer', 'tensor_descriptor', 'pointer'],
2026-02-21T08:30:57.6913708Z  'load_eviction_policies': ['first', '', '', 'first', 'last'],
2026-02-21T08:30:57.6914419Z  'num_stages': 5,
2026-02-21T08:30:57.6914636Z  'num_warps': 4,
2026-02-21T08:30:57.6914844Z  'pid_type': 'flat',
2026-02-21T08:30:57.6915081Z  'range_flattens': [None],
2026-02-21T08:30:57.6915353Z  'range_multi_buffers': [None],
2026-02-21T08:30:57.6915628Z  'range_num_stages': [0],
2026-02-21T08:30:57.6915844Z  'range_unroll_factors': [0],
2026-02-21T08:30:57.6916077Z  'range_warp_specializes': [],
2026-02-21T08:30:57.6916297Z  'reduction_loops': [None]}
2026-02-21T08:30:57.6954337Z [262s] Fitting surrogate: 1025 points, 1025 targets
2026-02-21T08:30:57.9605370Z [262s] Generation 20 starting: 9 neighbors, 1 active search path(s)
2026-02-21T08:30:58.8050360Z Generation 20: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━ 10/10 22.2 configs/s
2026-02-21T08:30:59.4105140Z Generation 20: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━ 10/10 17.9 configs/s
2026-02-21T08:31:00.5797745Z Generation 20: verifying top configs 100% ━━━━━━━━━━━━━ 1000/1000 865.0         
2026-02-21T08:31:00.5800147Z                                                                   configs/s     
2026-02-21T08:31:00.7080361Z [265s] Generation 20 complete: 
2026-02-21T08:31:00.7080704Z ok=11
2026-02-21T08:31:00.7080892Z min=0.0287
2026-02-21T08:31:00.7081088Z mid=0.0306
2026-02-21T08:31:00.7081272Z max=0.0403
2026-02-21T08:31:00.7081471Z best={'block_sizes': [1],
2026-02-21T08:31:00.7081955Z  'indexing': ['tensor_descriptor', 'pointer', 'pointer', 'pointer', 'tensor_descriptor', 'pointer',
2026-02-21T08:31:00.7082520Z               'tensor_descriptor', 'pointer'],
2026-02-21T08:31:00.7082911Z  'load_eviction_policies': ['first', '', '', 'first', 'last'],
2026-02-21T08:31:00.7083277Z  'num_stages': 5,
2026-02-21T08:31:00.7083484Z  'num_warps': 4,
2026-02-21T08:31:00.7083700Z  'pid_type': 'flat',
2026-02-21T08:31:00.7083931Z  'range_flattens': [None],
2026-02-21T08:31:00.7084340Z  'range_multi_buffers': [None],
2026-02-21T08:31:00.7084605Z  'range_num_stages': [0],
2026-02-21T08:31:00.7084853Z  'range_unroll_factors': [0],
2026-02-21T08:31:00.7085122Z  'range_warp_specializes': [],
2026-02-21T08:31:00.7085373Z  'reduction_loops': [None]}
2026-02-21T08:31:00.7125143Z [265s] Fitting surrogate: 1036 points, 1036 targets
2026-02-21T08:31:00.8669087Z [265s] Autotuning complete in 265.7s after searching 983 configs.
2026-02-21T08:31:00.8669666Z One can hardcode the best config and skip autotuning with:
2026-02-21T08:31:00.8672158Z     @helion.kernel(config=helion.Config(block_sizes=[1], indexing=['tensor_descriptor', 'pointer', 'pointer', 'pointer', 'tensor_descriptor', 'pointer', 'tensor_descriptor', 'pointer'], load_eviction_policies=['first', '', '', 'first', 'last'], num_stages=5, num_warps=4, pid_type='flat', range_flattens=[None], range_multi_buffers=[None], range_num_stages=[0], range_unroll_factors=[0], range_warp_specializes=[], reduction_loops=[None]), static_shapes=True)
2026-02-21T08:31:00.8674715Z 
2026-02-21T08:31:00.8675268Z [265s] Code of selected kernel: /tmp/torchinductor_root/7v/c7vbjeqhboizqg6v63ag4db4mvzepeii2bwu4yi6sshmty6s7ofe.py
2026-02-21T08:31:01.8927488Z WARNING:tritonbench.utils.triton_op:Completed input ID 2:
2026-02-21T08:31:01.8927893Z (M, H)
2026-02-21T08:31:01.8928549Z ------------
2026-02-21T08:31:01.8928752Z (2048, 4096)
2026-02-21T08:31:01.8928882Z 
2026-02-21T08:31:01.8945057Z  50%|█████     | 3/6 [12:43<12:52, 257.44s/it]WARNING:tritonbench.utils.triton_op:Running input ID 3:
2026-02-21T08:31:01.8945605Z (M, H)
2026-02-21T08:31:01.8945796Z ------------
2026-02-21T08:31:01.8946003Z (2048, 8192)
2026-02-21T08:31:01.8950705Z INFO:tritonbench.utils.triton_op:Took 0.33ms to get benchmark function for llama_rms
2026-02-21T08:31:03.1786787Z INFO:tritonbench.utils.triton_op:Took 0.38ms to get benchmark function for liger_rms
2026-02-21T08:31:04.6509740Z INFO:tritonbench.utils.triton_op:Took 3.67ms to get benchmark function for torch_compile_rms
2026-02-21T08:31:07.9469530Z WARNING:__main__:Input tensor metadata:
2026-02-21T08:31:07.9469839Z { 'args': ( 8192,
2026-02-21T08:31:07.9470691Z             { 'device': 'cuda:0',
2026-02-21T08:31:07.9470968Z               'dtype': 'torch.float32',
2026-02-21T08:31:07.9471238Z               'shape': (2048, 8192),
2026-02-21T08:31:07.9471492Z               'stride': (8192, 1)},
2026-02-21T08:31:07.9471737Z             { 'device': 'cuda:0',
2026-02-21T08:31:07.9471981Z               'dtype': 'torch.float32',
2026-02-21T08:31:07.9472232Z               'shape': (8192,),
2026-02-21T08:31:07.9472514Z               'stride': (1,)}),
2026-02-21T08:31:07.9472788Z   'kwargs': {}}
2026-02-21T08:31:07.9501255Z INFO:tritonbench.utils.triton_op:Took 3.58ms to get benchmark function for helion_rms_norm_tritonbench
2026-02-21T08:31:08.0740974Z [0s] Autotune random seed: 2135372290
2026-02-21T08:31:08.2549826Z [0s] Starting LFBOPatternSearch with initial_population=FROM_RANDOM, copies=5, max_generations=20, similarity_penalty=1.0
2026-02-21T08:31:25.1041284Z Initial population precompiling 100% ━━━━━━━━━━━━━━━━━━━━━ 100/100 1.7 configs/s
2026-02-21T08:31:30.9814310Z Initial population exploring neighbors 100% ━━━━━━━━━━━━━ 100/100 17.1 configs/s
2026-02-21T08:31:30.9829088Z [22s] Adaptive compile timeout: 30s (90% percentile=3.8s, bounds=[30.0s, 30s])
2026-02-21T08:31:32.9577440Z Verifying initial results 100% ━━━━━━━━━━━━━━━━━━━━━━━ 1000/1000 506.7 configs/s
2026-02-21T08:31:33.1136845Z [24s] Initial random population of 100, 5 starting points: 
2026-02-21T08:31:33.1139505Z error=7
2026-02-21T08:31:33.1139869Z ok=93
2026-02-21T08:31:33.1140103Z min=0.0540
2026-02-21T08:31:33.1140281Z mid=0.3153
2026-02-21T08:31:33.1140463Z max=8.1486
2026-02-21T08:31:33.1140669Z best={'block_sizes': [4],
2026-02-21T08:31:33.1141164Z  'indexing': ['pointer', 'tensor_descriptor', 'pointer', 'pointer', 'pointer', 'tensor_descriptor',
2026-02-21T08:31:33.1141736Z               'tensor_descriptor', 'pointer'],
2026-02-21T08:31:33.1142125Z  'load_eviction_policies': ['', 'first', '', 'first', 'last'],
2026-02-21T08:31:33.1142484Z  'maxnreg': 64,
2026-02-21T08:31:33.1142694Z  'num_sm_multiplier': 8,
2026-02-21T08:31:33.1142960Z  'num_stages': 3,
2026-02-21T08:31:33.1143158Z  'num_warps': 32,
2026-02-21T08:31:33.1143390Z  'pid_type': 'persistent_blocked',
2026-02-21T08:31:33.1144388Z  'range_flattens': [True],
2026-02-21T08:31:33.1144639Z  'range_multi_buffers': [True],
2026-02-21T08:31:33.1144898Z  'range_num_stages': [4],
2026-02-21T08:31:33.1145134Z  'range_unroll_factors': [3],
2026-02-21T08:31:33.1145405Z  'range_warp_specializes': [],
2026-02-21T08:31:33.1145663Z  'reduction_loops': [512]}
2026-02-21T08:31:33.1156153Z [24s] Fitting surrogate: 100 points, 100 targets
2026-02-21T08:31:34.5837063Z [26s] Generation 1 starting: 91 neighbors, 5 active search path(s)
2026-02-21T08:31:41.0783499Z Generation 1: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━ 96/96 17.5 configs/s
2026-02-21T08:31:46.8417278Z Generation 1: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━ 96/96 16.8 configs/s
2026-02-21T08:31:58.8139441Z Generation 1: verifying top configs 100% ━━━━━━━━━━━━━━ 1000/1000 87.6 configs/s
2026-02-21T08:31:59.6228209Z [51s] Generation 1 complete: 
2026-02-21T08:31:59.6228550Z error=1
2026-02-21T08:31:59.6228757Z ok=96
2026-02-21T08:31:59.6228956Z min=0.0487
2026-02-21T08:31:59.6229197Z mid=0.0589
2026-02-21T08:31:59.6229370Z max=0.1960
2026-02-21T08:31:59.6229554Z best={'block_sizes': [1],
2026-02-21T08:31:59.6229997Z  'indexing': ['pointer', 'pointer', 'pointer', 'pointer', 'pointer', 'pointer', 'pointer',
2026-02-21T08:31:59.6230478Z               'pointer'],
2026-02-21T08:31:59.6230769Z  'load_eviction_policies': ['', '', 'last', '', ''],
2026-02-21T08:31:59.6231085Z  'num_stages': 1,
2026-02-21T08:31:59.6231280Z  'num_warps': 16,
2026-02-21T08:31:59.6231484Z  'pid_type': 'flat',
2026-02-21T08:31:59.6231695Z  'range_flattens': [None],
2026-02-21T08:31:59.6231934Z  'range_multi_buffers': [None],
2026-02-21T08:31:59.6232177Z  'range_num_stages': [0],
2026-02-21T08:31:59.6232410Z  'range_unroll_factors': [0],
2026-02-21T08:31:59.6232652Z  'range_warp_specializes': [],
2026-02-21T08:31:59.6232905Z  'reduction_loops': [None]}
2026-02-21T08:31:59.6255344Z [51s] Fitting surrogate: 197 points, 197 targets
2026-02-21T08:32:00.9630301Z [52s] Generation 2 starting: 84 neighbors, 5 active search path(s)
2026-02-21T08:32:06.6207628Z Generation 2: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━ 88/88 17.1 configs/s
2026-02-21T08:32:11.7437804Z Generation 2: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━ 88/88 17.3 configs/s
2026-02-21T08:32:24.3115628Z Generation 2: verifying top configs 100% ━━━━━━━━━━━━━━ 1000/1000 83.4 configs/s
2026-02-21T08:32:25.1609145Z [76s] Generation 2 complete: 
2026-02-21T08:32:25.1609428Z error=3
2026-02-21T08:32:25.1609610Z ok=87
2026-02-21T08:32:25.1609776Z min=0.0480
2026-02-21T08:32:25.1609954Z mid=0.0518
2026-02-21T08:32:25.1610224Z max=0.0791
2026-02-21T08:32:25.1610423Z best={'block_sizes': [1],
2026-02-21T08:32:25.1610849Z  'indexing': ['pointer', 'pointer', 'pointer', 'pointer', 'pointer', 'pointer', 'pointer',
2026-02-21T08:32:25.1611304Z               'pointer'],
2026-02-21T08:32:25.1611741Z  'load_eviction_policies': ['', '', 'last', '', ''],
2026-02-21T08:32:25.1612064Z  'num_stages': 1,
2026-02-21T08:32:25.1612271Z  'num_warps': 16,
2026-02-21T08:32:25.1612482Z  'pid_type': 'flat',
2026-02-21T08:32:25.1612698Z  'range_flattens': [None],
2026-02-21T08:32:25.1612954Z  'range_multi_buffers': [None],
2026-02-21T08:32:25.1613208Z  'range_num_stages': [0],
2026-02-21T08:32:25.1613439Z  'range_unroll_factors': [0],
2026-02-21T08:32:25.1613694Z  'range_warp_specializes': [],
2026-02-21T08:32:25.1613944Z  'reduction_loops': [None]}
2026-02-21T08:32:25.1635979Z [76s] Fitting surrogate: 287 points, 287 targets
2026-02-21T08:32:26.3134908Z [78s] Generation 3 starting: 72 neighbors, 5 active search path(s)
2026-02-21T08:32:31.0358934Z Generation 3: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━ 73/73 30.7 configs/s
2026-02-21T08:32:35.1914776Z Generation 3: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━ 73/73 17.8 configs/s
2026-02-21T08:32:44.7855770Z Generation 3: verifying top configs 100% ━━━━━━━━━━━━━━ 1000/1000 105.6         
2026-02-21T08:32:44.7856317Z                                                                   configs/s     
2026-02-21T08:32:45.4736613Z [97s] Generation 3 complete: 
2026-02-21T08:32:45.4736886Z error=4
2026-02-21T08:32:45.4737065Z ok=74
2026-02-21T08:32:45.4737230Z min=0.0479
2026-02-21T08:32:45.4737416Z mid=0.0493
2026-02-21T08:32:45.4737581Z max=0.1892
2026-02-21T08:32:45.4737767Z best={'block_sizes': [1],
2026-02-21T08:32:45.4738185Z  'indexing': ['pointer', 'pointer', 'tensor_descriptor', 'pointer', 'tensor_descriptor',
2026-02-21T08:32:45.4738723Z               'tensor_descriptor', 'tensor_descriptor', 'pointer'],
2026-02-21T08:32:45.4739154Z  'load_eviction_policies': ['last', '', '', 'first', 'first'],
2026-02-21T08:32:45.4739489Z  'maxnreg': 64,
2026-02-21T08:32:45.4739698Z  'num_sm_multiplier': 16,
2026-02-21T08:32:45.4739985Z  'num_stages': 2,
2026-02-21T08:32:45.4740253Z  'num_warps': 8,
2026-02-21T08:32:45.4740499Z  'pid_type': 'persistent_interleaved',
2026-02-21T08:32:45.4741165Z  'range_flattens': [False],
2026-02-21T08:32:45.4741447Z  'range_multi_buffers': [False],
2026-02-21T08:32:45.4741716Z  'range_num_stages': [2],
2026-02-21T08:32:45.4741982Z  'range_unroll_factors': [0],
2026-02-21T08:32:45.4742248Z  'range_warp_specializes': [],
2026-02-21T08:32:45.4742514Z  'reduction_loops': [None]}
2026-02-21T08:32:45.4763818Z [97s] Fitting surrogate: 365 points, 365 targets
2026-02-21T08:32:46.4932088Z [98s] Generation 4 starting: 63 neighbors, 5 active search path(s)
2026-02-21T08:32:51.0881312Z Generation 4: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━ 68/68 16.1 configs/s
2026-02-21T08:32:54.8105046Z Generation 4: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━ 68/68 18.5 configs/s
2026-02-21T08:33:03.9108989Z Generation 4: verifying top configs 100% ━━━━━━━━━━━━━━ 1000/1000 116.5         
2026-02-21T08:33:03.9109499Z                                                                   configs/s     
2026-02-21T08:33:04.5409307Z [116s] Generation 4 complete: 
2026-02-21T08:33:04.5409618Z error=6
2026-02-21T08:33:04.5409789Z ok=63
2026-02-21T08:33:04.5409961Z min=0.0479
2026-02-21T08:33:04.5410218Z mid=0.0493
2026-02-21T08:33:04.5410420Z max=0.0807
2026-02-21T08:33:04.5410611Z best={'block_sizes': [1],
2026-02-21T08:33:04.5411018Z  'indexing': ['pointer', 'pointer', 'pointer', 'pointer', 'pointer', 'tensor_descriptor',
2026-02-21T08:33:04.5411496Z               'tensor_descriptor', 'pointer'],
2026-02-21T08:33:04.5411856Z  'load_eviction_policies': ['', 'first', '', 'first', 'last'],
2026-02-21T08:33:04.5412197Z  'num_stages': 3,
2026-02-21T08:33:04.5412403Z  'num_warps': 16,
2026-02-21T08:33:04.5412602Z  'pid_type': 'flat',
2026-02-21T08:33:04.5412811Z  'range_flattens': [None],
2026-02-21T08:33:04.5413060Z  'range_multi_buffers': [None],
2026-02-21T08:33:04.5413349Z  'range_num_stages': [0],
2026-02-21T08:33:04.5413618Z  'range_unroll_factors': [0],
2026-02-21T08:33:04.5413842Z  'range_warp_specializes': [],
2026-02-21T08:33:04.5414397Z  'reduction_loops': [None]}
2026-02-21T08:33:04.5437041Z [116s] Fitting surrogate: 434 points, 434 targets
2026-02-21T08:33:05.5453714Z [117s] Generation 5 starting: 62 neighbors, 5 active search path(s)
2026-02-21T08:33:09.6275293Z Generation 5: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━ 63/63 26.9 configs/s
2026-02-21T08:33:13.1099096Z Generation 5: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━ 63/63 18.3 configs/s
2026-02-21T08:33:21.7397143Z Generation 5: verifying top configs 100% ━━━━━━━━━━━━━━ 1000/1000 117.3         
2026-02-21T08:33:21.7397674Z                                                                   configs/s     
2026-02-21T08:33:22.3579995Z [134s] Generation 5 complete: 
2026-02-21T08:33:22.3580250Z error=5
2026-02-21T08:33:22.3580418Z ok=62
2026-02-21T08:33:22.3580583Z min=0.0480
2026-02-21T08:33:22.3580750Z mid=0.0492
2026-02-21T08:33:22.3580915Z max=0.0620
2026-02-21T08:33:22.3581093Z best={'block_sizes': [1],
2026-02-21T08:33:22.3581515Z  'indexing': ['pointer', 'pointer', 'tensor_descriptor', 'pointer', 'tensor_descriptor',
2026-02-21T08:33:22.3582026Z               'tensor_descriptor', 'tensor_descriptor', 'pointer'],
2026-02-21T08:33:22.3582433Z  'load_eviction_policies': ['last', '', '', 'first', 'first'],
2026-02-21T08:33:22.3583172Z  'num_sm_multiplier': 16,
2026-02-21T08:33:22.3583387Z  'num_stages': 2,
2026-02-21T08:33:22.3583575Z  'num_warps': 8,
2026-02-21T08:33:22.3583781Z  'pid_type': 'persistent_interleaved',
2026-02-21T08:33:22.3584352Z  'range_flattens': [None],
2026-02-21T08:33:22.3584578Z  'range_multi_buffers': [True],
2026-02-21T08:33:22.3584818Z  'range_num_stages': [2],
2026-02-21T08:33:22.3585035Z  'range_unroll_factors': [0],
2026-02-21T08:33:22.3585275Z  'range_warp_specializes': [],
2026-02-21T08:33:22.3585516Z  'reduction_loops': [None]}
2026-02-21T08:33:22.3612245Z [134s] Fitting surrogate: 501 points, 501 targets
2026-02-21T08:33:23.7971597Z [135s] Generation 6 starting: 61 neighbors, 5 active search path(s)
2026-02-21T08:33:27.9003822Z Generation 6: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━ 63/63 18.3 configs/s
2026-02-21T08:33:31.3728947Z Generation 6: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━ 63/63 18.4 configs/s
2026-02-21T08:33:39.8712306Z Generation 6: verifying top configs 100% ━━━━━━━━━━━━━━ 1000/1000 119.1         
2026-02-21T08:33:39.8712852Z                                                                   configs/s     
2026-02-21T08:33:40.4863621Z [152s] Generation 6 complete: 
2026-02-21T08:33:40.4863906Z error=5
2026-02-21T08:33:40.4864364Z ok=61
2026-02-21T08:33:40.4864545Z min=0.0477
2026-02-21T08:33:40.4864745Z mid=0.0492
2026-02-21T08:33:40.4864925Z max=0.0705
2026-02-21T08:33:40.4865115Z best={'block_sizes': [1],
2026-02-21T08:33:40.4865611Z  'indexing': ['tensor_descriptor', 'tensor_descriptor', 'tensor_descriptor', 'pointer', 'pointer',
2026-02-21T08:33:40.4866216Z               'pointer', 'tensor_descriptor', 'tensor_descriptor'],
2026-02-21T08:33:40.4866644Z  'load_eviction_policies': ['', '', 'last', 'first', ''],
2026-02-21T08:33:40.4866992Z  'num_stages': 1,
2026-02-21T08:33:40.4867220Z  'num_warps': 8,
2026-02-21T08:33:40.4867432Z  'pid_type': 'flat',
2026-02-21T08:33:40.4867651Z  'range_flattens': [None],
2026-02-21T08:33:40.4867913Z  'range_multi_buffers': [None],
2026-02-21T08:33:40.4868164Z  'range_num_stages': [0],
2026-02-21T08:33:40.4868404Z  'range_unroll_factors': [0],
2026-02-21T08:33:40.4868658Z  'range_warp_specializes': [],
2026-02-21T08:33:40.4868921Z  'reduction_loops': [None]}
2026-02-21T08:33:40.4897542Z [152s] Fitting surrogate: 567 points, 567 targets
2026-02-21T08:33:41.4941004Z [153s] Generation 7 starting: 60 neighbors, 5 active search path(s)
2026-02-21T08:33:48.1917664Z Generation 7: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 62/62 3.4 configs/s
2026-02-21T08:33:51.6867115Z Generation 7: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━ 62/62 18.0 configs/s
2026-02-21T08:34:00.3784937Z Generation 7: verifying top configs 100% ━━━━━━━━━━━━━━ 1000/1000 122.8         
2026-02-21T08:34:00.3785633Z                                                                   configs/s     
2026-02-21T08:34:00.9786533Z [172s] Generation 7 complete: 
2026-02-21T08:34:00.9786880Z error=3
2026-02-21T08:34:00.9787105Z ok=62
2026-02-21T08:34:00.9787366Z min=0.0483
2026-02-21T08:34:00.9787597Z mid=0.0489
2026-02-21T08:34:00.9787823Z max=0.2741
2026-02-21T08:34:00.9788059Z best={'block_sizes': [1],
2026-02-21T08:34:00.9788586Z  'indexing': ['pointer', 'pointer', 'tensor_descriptor', 'pointer', 'tensor_descriptor',
2026-02-21T08:34:00.9789271Z               'tensor_descriptor', 'tensor_descriptor', 'pointer'],
2026-02-21T08:34:00.9789792Z  'load_eviction_policies': ['last', '', '', '', 'first'],
2026-02-21T08:34:00.9790203Z  'num_sm_multiplier': 16,
2026-02-21T08:34:00.9790497Z  'num_stages': 3,
2026-02-21T08:34:00.9790743Z  'num_warps': 8,
2026-02-21T08:34:00.9791028Z  'pid_type': 'persistent_interleaved',
2026-02-21T08:34:00.9791398Z  'range_flattens': [None],
2026-02-21T08:34:00.9791712Z  'range_multi_buffers': [True],
2026-02-21T08:34:00.9792048Z  'range_num_stages': [2],
2026-02-21T08:34:00.9792352Z  'range_unroll_factors': [0],
2026-02-21T08:34:00.9792684Z  'range_warp_specializes': [],
2026-02-21T08:34:00.9792995Z  'reduction_loops': [None]}
2026-02-21T08:34:00.9821810Z [172s] Fitting surrogate: 632 points, 632 targets
2026-02-21T08:34:02.0740399Z [173s] Generation 8 starting: 64 neighbors, 5 active search path(s)
2026-02-21T08:34:08.0065885Z Generation 8: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 66/66 3.2 configs/s
2026-02-21T08:34:11.7766445Z Generation 8: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━ 66/66 17.7 configs/s
2026-02-21T08:34:21.0461674Z Generation 8: verifying top configs 100% ━━━━━━━━━━━━━━ 1000/1000 109.2         
2026-02-21T08:34:21.0462204Z                                                                   configs/s     
2026-02-21T08:34:21.6990693Z [193s] Generation 8 complete: 
2026-02-21T08:34:21.6990981Z error=3
2026-02-21T08:34:21.6991165Z ok=66
2026-02-21T08:34:21.6991361Z min=0.0481
2026-02-21T08:34:21.6991549Z mid=0.0499
2026-02-21T08:34:21.6992287Z max=0.0670
2026-02-21T08:34:21.6992519Z best={'block_sizes': [1],
2026-02-21T08:34:21.6993021Z  'indexing': ['tensor_descriptor', 'tensor_descriptor', 'tensor_descriptor', 'pointer', 'pointer',
2026-02-21T08:34:21.6993691Z               'pointer', 'tensor_descriptor', 'tensor_descriptor'],
2026-02-21T08:34:21.6995191Z  'load_eviction_policies': ['', '', 'last', 'last', ''],
2026-02-21T08:34:21.6995760Z  'num_stages': 2,
2026-02-21T08:34:21.6995989Z  'num_warps': 16,
2026-02-21T08:34:21.6996204Z  'pid_type': 'flat',
2026-02-21T08:34:21.6996466Z  'range_flattens': [None],
2026-02-21T08:34:21.6996754Z  'range_multi_buffers': [None],
2026-02-21T08:34:21.6997053Z  'range_num_stages': [0],
2026-02-21T08:34:21.6997278Z  'range_unroll_factors': [0],
2026-02-21T08:34:21.6997529Z  'range_warp_specializes': [],
2026-02-21T08:34:21.6997772Z  'reduction_loops': [None]}
2026-02-21T08:34:21.7029441Z [193s] Fitting surrogate: 701 points, 701 targets
2026-02-21T08:34:22.7672165Z [194s] Generation 9 starting: 65 neighbors, 5 active search path(s)
2026-02-21T08:34:27.1507117Z Generation 9: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━ 67/67 30.0 configs/s
2026-02-21T08:34:30.9239377Z Generation 9: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━ 67/67 18.0 configs/s
2026-02-21T08:34:40.2627875Z Generation 9: verifying top configs 100% ━━━━━━━━━━━━━━ 1000/1000 114.0         
2026-02-21T08:34:40.2628353Z                                                                   configs/s     
2026-02-21T08:34:40.9015911Z [212s] Generation 9 complete: 
2026-02-21T08:34:40.9016222Z error=4
2026-02-21T08:34:40.9016395Z ok=66
2026-02-21T08:34:40.9016573Z min=0.0477
2026-02-21T08:34:40.9016753Z mid=0.0488
2026-02-21T08:34:40.9016915Z max=0.2253
2026-02-21T08:34:40.9017125Z best={'block_sizes': [1],
2026-02-21T08:34:40.9017567Z  'indexing': ['pointer', 'pointer', 'tensor_descriptor', 'tensor_descriptor', 'tensor_descriptor',
2026-02-21T08:34:40.9018119Z               'tensor_descriptor', 'tensor_descriptor', 'pointer'],
2026-02-21T08:34:40.9018553Z  'load_eviction_policies': ['last', '', '', 'last', 'first'],
2026-02-21T08:34:40.9018911Z  'num_sm_multiplier': 16,
2026-02-21T08:34:40.9019145Z  'num_stages': 3,
2026-02-21T08:34:40.9019807Z  'num_warps': 8,
2026-02-21T08:34:40.9020072Z  'pid_type': 'persistent_interleaved',
2026-02-21T08:34:40.9020409Z  'range_flattens': [False],
2026-02-21T08:34:40.9020656Z  'range_multi_buffers': [True],
2026-02-21T08:34:40.9020886Z  'range_num_stages': [2],
2026-02-21T08:34:40.9021109Z  'range_unroll_factors': [1],
2026-02-21T08:34:40.9021344Z  'range_warp_specializes': [],
2026-02-21T08:34:40.9021580Z  'reduction_loops': [None]}
2026-02-21T08:34:40.9051284Z [212s] Fitting surrogate: 771 points, 771 targets
2026-02-21T08:34:41.9235433Z [213s] Generation 10 starting: 60 neighbors, 5 active search path(s)
2026-02-21T08:34:46.1313171Z Generation 10: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━ 61/61 15.1 configs/s
2026-02-21T08:34:49.5315154Z Generation 10: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━ 61/61 18.2 configs/s
2026-02-21T08:34:58.4202937Z Generation 10: verifying top configs 100% ━━━━━━━━━━━━━ 1000/1000 119.8         
2026-02-21T08:34:58.4203478Z                                                                   configs/s     
2026-02-21T08:34:59.0277950Z [230s] Generation 10 complete: 
2026-02-21T08:34:59.0278236Z error=4
2026-02-21T08:34:59.0278436Z ok=61
2026-02-21T08:34:59.0278605Z min=0.0476
2026-02-21T08:34:59.0278781Z mid=0.0484
2026-02-21T08:34:59.0278958Z max=0.0601
2026-02-21T08:34:59.0279149Z best={'block_sizes': [1],
2026-02-21T08:34:59.0279578Z  'indexing': ['pointer', 'pointer', 'pointer', 'pointer', 'pointer', 'tensor_descriptor',
2026-02-21T08:34:59.0280039Z               'tensor_descriptor', 'pointer'],
2026-02-21T08:34:59.0280381Z  'load_eviction_policies': ['', '', '', 'last', 'last'],
2026-02-21T08:34:59.0280683Z  'num_stages': 4,
2026-02-21T08:34:59.0280887Z  'num_warps': 8,
2026-02-21T08:34:59.0281080Z  'pid_type': 'flat',
2026-02-21T08:34:59.0281296Z  'range_flattens': [None],
2026-02-21T08:34:59.0281545Z  'range_multi_buffers': [None],
2026-02-21T08:34:59.0281792Z  'range_num_stages': [0],
2026-02-21T08:34:59.0282019Z  'range_unroll_factors': [0],
2026-02-21T08:34:59.0282292Z  'range_warp_specializes': [],
2026-02-21T08:34:59.0282544Z  'reduction_loops': [None]}
2026-02-21T08:34:59.0316029Z [230s] Fitting surrogate: 836 points, 836 targets
2026-02-21T08:34:59.8591307Z [231s] Generation 11 starting: 47 neighbors, 4 active search path(s)
2026-02-21T08:35:03.0060964Z Generation 11: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━ 48/48 12.3 configs/s
2026-02-21T08:35:05.7325170Z Generation 11: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━ 48/48 17.9 configs/s
2026-02-21T08:35:12.5437067Z Generation 11: verifying top configs 100% ━━━━━━━━━━━━━ 1000/1000 148.4         
2026-02-21T08:35:12.5437590Z                                                                   configs/s     
2026-02-21T08:35:13.0146692Z [244s] Generation 11 complete: 
2026-02-21T08:35:13.0146956Z error=2
2026-02-21T08:35:13.0147164Z ok=49
2026-02-21T08:35:13.0147333Z min=0.0476
2026-02-21T08:35:13.0147511Z mid=0.0487
2026-02-21T08:35:13.0147686Z max=0.0632
2026-02-21T08:35:13.0147861Z best={'block_sizes': [1],
2026-02-21T08:35:13.0148292Z  'indexing': ['pointer', 'tensor_descriptor', 'pointer', 'pointer', 'pointer', 'pointer',
2026-02-21T08:35:13.0148793Z               'tensor_descriptor', 'tensor_descriptor'],
2026-02-21T08:35:13.0149154Z  'load_eviction_policies': ['', '', 'first', '', 'first'],
2026-02-21T08:35:13.0149468Z  'num_stages': 2,
2026-02-21T08:35:13.0149662Z  'num_warps': 4,
2026-02-21T08:35:13.0149846Z  'pid_type': 'flat',
2026-02-21T08:35:13.0150055Z  'range_flattens': [None],
2026-02-21T08:35:13.0150277Z  'range_multi_buffers': [None],
2026-02-21T08:35:13.0150525Z  'range_num_stages': [0],
2026-02-21T08:35:13.0150751Z  'range_unroll_factors': [0],
2026-02-21T08:35:13.0150999Z  'range_warp_specializes': [],
2026-02-21T08:35:13.0151239Z  'reduction_loops': [None]}
2026-02-21T08:35:13.0191010Z [244s] Fitting surrogate: 887 points, 887 targets
2026-02-21T08:35:13.8402336Z [245s] Generation 12 starting: 48 neighbors, 4 active search path(s)
2026-02-21T08:35:17.7640144Z Generation 12: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━ 50/50 10.6 configs/s
2026-02-21T08:35:20.5016393Z Generation 12: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━ 50/50 18.6 configs/s
2026-02-21T08:35:26.9039362Z Generation 12: verifying top configs 100% ━━━━━━━━━━━━━ 1000/1000 158.0         
2026-02-21T08:35:26.9040021Z                                                                   configs/s     
2026-02-21T08:35:27.3688984Z [259s] Generation 12 complete: 
2026-02-21T08:35:27.3689284Z error=4
2026-02-21T08:35:27.3689462Z ok=49
2026-02-21T08:35:27.3689642Z min=0.0477
2026-02-21T08:35:27.3689893Z mid=0.0486
2026-02-21T08:35:27.3690073Z max=0.0995
2026-02-21T08:35:27.3690265Z best={'block_sizes': [1],
2026-02-21T08:35:27.3690781Z  'indexing': ['tensor_descriptor', 'tensor_descriptor', 'tensor_descriptor', 'pointer', 'pointer',
2026-02-21T08:35:27.3691826Z               'pointer', 'tensor_descriptor', 'tensor_descriptor'],
2026-02-21T08:35:27.3692403Z  'load_eviction_policies': ['', 'last', 'first', 'last', 'first'],
2026-02-21T08:35:27.3692899Z  'num_stages': 1,
2026-02-21T08:35:27.3693123Z  'num_warps': 8,
2026-02-21T08:35:27.3693355Z  'pid_type': 'flat',
2026-02-21T08:35:27.3693596Z  'range_flattens': [None],
2026-02-21T08:35:27.3693867Z  'range_multi_buffers': [None],
2026-02-21T08:35:27.3694391Z  'range_num_stages': [0],
2026-02-21T08:35:27.3694657Z  'range_unroll_factors': [0],
2026-02-21T08:35:27.3694939Z  'range_warp_specializes': [],
2026-02-21T08:35:27.3695225Z  'reduction_loops': [None]}
2026-02-21T08:35:27.3736449Z [259s] Fitting surrogate: 940 points, 940 targets
2026-02-21T08:35:28.2331492Z [259s] Generation 13 starting: 47 neighbors, 4 active search path(s)
2026-02-21T08:35:31.6584932Z Generation 13: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━ 48/48 16.5 configs/s
2026-02-21T08:35:34.3174156Z Generation 13: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━ 48/48 18.4 configs/s
2026-02-21T08:35:41.2108053Z Generation 13: verifying top configs 100% ━━━━━━━━━━━━━ 1000/1000 157.2         
2026-02-21T08:35:41.2108603Z                                                                   configs/s     
2026-02-21T08:35:41.6765299Z [273s] Generation 13 complete: 
2026-02-21T08:35:41.6765589Z error=3
2026-02-21T08:35:41.6765780Z ok=48
2026-02-21T08:35:41.6765962Z min=0.0477
2026-02-21T08:35:41.6766150Z mid=0.0484
2026-02-21T08:35:41.6766316Z max=0.0991
2026-02-21T08:35:41.6766509Z best={'block_sizes': [1],
2026-02-21T08:35:41.6766971Z  'indexing': ['pointer', 'pointer', 'pointer', 'tensor_descriptor', 'pointer', 'tensor_descriptor',
2026-02-21T08:35:41.6767531Z               'tensor_descriptor', 'tensor_descriptor'],
2026-02-21T08:35:41.6767914Z  'load_eviction_policies': ['', '', 'first', 'last', 'last'],
2026-02-21T08:35:41.6768261Z  'num_stages': 3,
2026-02-21T08:35:41.6768465Z  'num_warps': 4,
2026-02-21T08:35:41.6768694Z  'pid_type': 'flat',
2026-02-21T08:35:41.6768969Z  'range_flattens': [None],
2026-02-21T08:35:41.6769225Z  'range_multi_buffers': [None],
2026-02-21T08:35:41.6769477Z  'range_num_stages': [0],
2026-02-21T08:35:41.6769735Z  'range_unroll_factors': [0],
2026-02-21T08:35:41.6770104Z  'range_warp_specializes': [],
2026-02-21T08:35:41.6770350Z  'reduction_loops': [None]}
2026-02-21T08:35:41.6806438Z [273s] Fitting surrogate: 991 points, 991 targets
2026-02-21T08:35:42.4579523Z [274s] Generation 14 starting: 43 neighbors, 4 active search path(s)
2026-02-21T08:35:45.2742199Z Generation 14: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━ 44/44 40.1 configs/s
2026-02-21T08:35:47.7573873Z Generation 14: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━ 44/44 18.1 configs/s
2026-02-21T08:35:54.0194889Z Generation 14: verifying top configs 100% ━━━━━━━━━━━━━ 1000/1000 161.4         
2026-02-21T08:35:54.0195504Z                                                                   configs/s     
2026-02-21T08:35:54.4811092Z [286s] Generation 14 complete: 
2026-02-21T08:35:54.4811405Z error=2
2026-02-21T08:35:54.4811586Z ok=45
2026-02-21T08:35:54.4811767Z min=0.0476
2026-02-21T08:35:54.4811967Z mid=0.0488
2026-02-21T08:35:54.4812604Z max=0.0671
2026-02-21T08:35:54.4812807Z best={'block_sizes': [1],
2026-02-21T08:35:54.4813293Z  'indexing': ['tensor_descriptor', 'tensor_descriptor', 'tensor_descriptor', 'pointer', 'pointer',
2026-02-21T08:35:54.4813930Z               'tensor_descriptor', 'tensor_descriptor', 'tensor_descriptor'],
2026-02-21T08:35:54.4814682Z  'load_eviction_policies': ['', '', 'first', 'last', 'first'],
2026-02-21T08:35:54.4815057Z  'num_stages': 1,
2026-02-21T08:35:54.4815271Z  'num_warps': 4,
2026-02-21T08:35:54.4815475Z  'pid_type': 'flat',
2026-02-21T08:35:54.4815703Z  'range_flattens': [None],
2026-02-21T08:35:54.4815946Z  'range_multi_buffers': [None],
2026-02-21T08:35:54.4816204Z  'range_num_stages': [0],
2026-02-21T08:35:54.4816441Z  'range_unroll_factors': [0],
2026-02-21T08:35:54.4816703Z  'range_warp_specializes': [],
2026-02-21T08:35:54.4817335Z  'reduction_loops': [None]}
2026-02-21T08:35:54.4860083Z [286s] Fitting surrogate: 1038 points, 1038 targets
2026-02-21T08:35:55.2780776Z [287s] Generation 15 starting: 44 neighbors, 4 active search path(s)
2026-02-21T08:35:58.4465878Z Generation 15: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━ 46/46 12.0 configs/s
2026-02-21T08:36:01.0378291Z Generation 15: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━ 46/46 18.1 configs/s
2026-02-21T08:36:07.5222140Z Generation 15: verifying top configs 100% ━━━━━━━━━━━━━ 1000/1000 167.9         
2026-02-21T08:36:07.5222653Z                                                                   configs/s     
2026-02-21T08:36:07.9582507Z [299s] Generation 15 complete: 
2026-02-21T08:36:07.9582774Z error=2
2026-02-21T08:36:07.9582939Z ok=47
2026-02-21T08:36:07.9583105Z min=0.0477
2026-02-21T08:36:07.9583269Z mid=0.0486
2026-02-21T08:36:07.9583432Z max=0.5682
2026-02-21T08:36:07.9583606Z best={'block_sizes': [1],
2026-02-21T08:36:07.9584185Z  'indexing': ['pointer', 'pointer', 'tensor_descriptor', 'pointer', 'pointer', 'pointer',
2026-02-21T08:36:07.9584680Z               'tensor_descriptor', 'tensor_descriptor'],
2026-02-21T08:36:07.9585053Z  'load_eviction_policies': ['', '', '', '', 'first'],
2026-02-21T08:36:07.9585349Z  'num_stages': 2,
2026-02-21T08:36:07.9585543Z  'num_warps': 8,
2026-02-21T08:36:07.9585733Z  'pid_type': 'flat',
2026-02-21T08:36:07.9585943Z  'range_flattens': [None],
2026-02-21T08:36:07.9586174Z  'range_multi_buffers': [None],
2026-02-21T08:36:07.9586415Z  'range_num_stages': [0],
2026-02-21T08:36:07.9586639Z  'range_unroll_factors': [0],
2026-02-21T08:36:07.9586875Z  'range_warp_specializes': [],
2026-02-21T08:36:07.9587115Z  'reduction_loops': [None]}
2026-02-21T08:36:07.9627688Z [299s] Fitting surrogate: 1087 points, 1087 targets
2026-02-21T08:36:08.5271523Z [300s] Generation 16 starting: 29 neighbors, 3 active search path(s)
2026-02-21T08:36:10.4681016Z Generation 16: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━ 29/29 3.7 configs/s
2026-02-21T08:36:12.1546774Z Generation 16: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━ 29/29 17.7 configs/s
2026-02-21T08:36:16.6162702Z Generation 16: verifying top configs 100% ━━━━━━━━━━━━━ 1000/1000 225.9         
2026-02-21T08:36:16.6163283Z                                                                   configs/s     
2026-02-21T08:36:16.9464282Z [308s] Generation 16 complete: 
2026-02-21T08:36:16.9464566Z ok=32
2026-02-21T08:36:16.9464735Z min=0.0504
2026-02-21T08:36:16.9464909Z mid=0.0513
2026-02-21T08:36:16.9465070Z max=0.0609
2026-02-21T08:36:16.9465250Z best={'block_sizes': [1],
2026-02-21T08:36:16.9465693Z  'indexing': ['tensor_descriptor', 'tensor_descriptor', 'tensor_descriptor', 'pointer', 'pointer',
2026-02-21T08:36:16.9466287Z               'tensor_descriptor', 'tensor_descriptor', 'tensor_descriptor'],
2026-02-21T08:36:16.9466773Z  'load_eviction_policies': ['', '', 'first', 'first', 'first'],
2026-02-21T08:36:16.9467215Z  'num_stages': 2,
2026-02-21T08:36:16.9467460Z  'num_warps': 4,
2026-02-21T08:36:16.9467712Z  'pid_type': 'flat',
2026-02-21T08:36:16.9467975Z  'range_flattens': [None],
2026-02-21T08:36:16.9468211Z  'range_multi_buffers': [None],
2026-02-21T08:36:16.9468891Z  'range_num_stages': [0],
2026-02-21T08:36:16.9469135Z  'range_unroll_factors': [0],
2026-02-21T08:36:16.9469397Z  'range_warp_specializes': [],
2026-02-21T08:36:16.9469648Z  'reduction_loops': [None]}
2026-02-21T08:36:16.9515186Z [308s] Fitting surrogate: 1119 points, 1119 targets
2026-02-21T08:36:17.5237744Z [309s] Generation 17 starting: 29 neighbors, 3 active search path(s)
2026-02-21T08:36:20.3848705Z Generation 17: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━ 32/32 3.2 configs/s
2026-02-21T08:36:22.2592231Z Generation 17: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━ 32/32 17.5 configs/s
2026-02-21T08:36:26.4212138Z Generation 17: verifying top configs 100% ━━━━━━━━━━━━━ 1000/1000 242.7         
2026-02-21T08:36:26.4212676Z                                                                   configs/s     
2026-02-21T08:36:26.7341972Z [318s] Generation 17 complete: 
2026-02-21T08:36:26.7342243Z ok=33
2026-02-21T08:36:26.7342414Z min=0.0478
2026-02-21T08:36:26.7355951Z mid=0.0488
2026-02-21T08:36:26.7356165Z max=0.3977
2026-02-21T08:36:26.7356351Z best={'block_sizes': [1],
2026-02-21T08:36:26.7356783Z  'indexing': ['pointer', 'tensor_descriptor', 'pointer', 'tensor_descriptor', 'tensor_descriptor',
2026-02-21T08:36:26.7357300Z               'tensor_descriptor', 'tensor_descriptor', 'pointer'],
2026-02-21T08:36:26.7357677Z  'load_eviction_policies': ['', '', '', 'last', 'first'],
2026-02-21T08:36:26.7357959Z  'num_stages': 3,
2026-02-21T08:36:26.7358142Z  'num_warps': 4,
2026-02-21T08:36:26.7358340Z  'pid_type': 'flat',
2026-02-21T08:36:26.7358553Z  'range_flattens': [None],
2026-02-21T08:36:26.7358779Z  'range_multi_buffers': [None],
2026-02-21T08:36:26.7358998Z  'range_num_stages': [0],
2026-02-21T08:36:26.7359210Z  'range_unroll_factors': [0],
2026-02-21T08:36:26.7359432Z  'range_warp_specializes': [],
2026-02-21T08:36:26.7359671Z  'reduction_loops': [None]}
2026-02-21T08:36:26.7394165Z [318s] Fitting surrogate: 1152 points, 1152 targets
2026-02-21T08:36:27.1698062Z [318s] Generation 18 starting: 20 neighbors, 2 active search path(s)
2026-02-21T08:36:28.6859846Z Generation 18: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━ 20/20 12.0 configs/s
2026-02-21T08:36:29.8527072Z Generation 18: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━ 20/20 17.9 configs/s
2026-02-21T08:36:32.4799975Z Generation 18: verifying top configs 100% ━━━━━━━━━━━━━ 1000/1000 382.2         
2026-02-21T08:36:32.4800492Z                                                                   configs/s     
2026-02-21T08:36:32.6910197Z [324s] Generation 18 complete: 
2026-02-21T08:36:32.6910489Z ok=22
2026-02-21T08:36:32.6910667Z min=0.0506
2026-02-21T08:36:32.6910848Z mid=0.0513
2026-02-21T08:36:32.6911062Z max=0.0961
2026-02-21T08:36:32.6911257Z best={'block_sizes': [1],
2026-02-21T08:36:32.6911713Z  'indexing': ['pointer', 'pointer', 'tensor_descriptor', 'pointer', 'pointer', 'pointer',
2026-02-21T08:36:32.6912223Z               'tensor_descriptor', 'pointer'],
2026-02-21T08:36:32.6912558Z  'load_eviction_policies': ['', '', '', '', 'last'],
2026-02-21T08:36:32.6913412Z  'num_stages': 2,
2026-02-21T08:36:32.6913625Z  'num_warps': 4,
2026-02-21T08:36:32.6913840Z  'pid_type': 'flat',
2026-02-21T08:36:32.6914376Z  'range_flattens': [None],
2026-02-21T08:36:32.6914613Z  'range_multi_buffers': [None],
2026-02-21T08:36:32.6914875Z  'range_num_stages': [0],
2026-02-21T08:36:32.6915118Z  'range_unroll_factors': [0],
2026-02-21T08:36:32.6915372Z  'range_warp_specializes': [],
2026-02-21T08:36:32.6915626Z  'reduction_loops': [None]}
2026-02-21T08:36:32.6961679Z [324s] Fitting surrogate: 1174 points, 1174 targets
2026-02-21T08:36:32.9335125Z [324s] Generation 19 starting: 5 neighbors, 1 active search path(s)
2026-02-21T08:36:33.6916120Z Generation 19: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 5/5 4.6 configs/s
2026-02-21T08:36:33.9862070Z Generation 19: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━━ 5/5 20.8 configs/s
2026-02-21T08:36:34.8150020Z Generation 19: verifying top configs 100% ━━━━━━━━━━━━━ 1000/1000 1191.0        
2026-02-21T08:36:34.8150629Z                                                                   configs/s     
2026-02-21T08:36:34.9048778Z [326s] Generation 19 complete: 
2026-02-21T08:36:34.9049050Z ok=6
2026-02-21T08:36:34.9049235Z min=0.0514
2026-02-21T08:36:34.9049428Z mid=0.0538
2026-02-21T08:36:34.9049618Z max=0.0629
2026-02-21T08:36:34.9049814Z best={'block_sizes': [1],
2026-02-21T08:36:34.9050383Z  'indexing': ['pointer', 'pointer', 'tensor_descriptor', 'pointer', 'pointer', 'pointer', 'pointer',
2026-02-21T08:36:34.9050919Z               'pointer'],
2026-02-21T08:36:34.9051204Z  'load_eviction_policies': ['', '', '', '', 'last'],
2026-02-21T08:36:34.9051528Z  'num_stages': 2,
2026-02-21T08:36:34.9051741Z  'num_warps': 4,
2026-02-21T08:36:34.9051948Z  'pid_type': 'flat',
2026-02-21T08:36:34.9052170Z  'range_flattens': [None],
2026-02-21T08:36:34.9052437Z  'range_multi_buffers': [None],
2026-02-21T08:36:34.9052698Z  'range_num_stages': [0],
2026-02-21T08:36:34.9052947Z  'range_unroll_factors': [0],
2026-02-21T08:36:34.9053210Z  'range_warp_specializes': [],
2026-02-21T08:36:34.9053482Z  'reduction_loops': [None]}
2026-02-21T08:36:34.9101498Z [326s] Fitting surrogate: 1180 points, 1180 targets
2026-02-21T08:36:35.2011741Z [326s] Generation 20 starting: 10 neighbors, 1 active search path(s)
2026-02-21T08:36:36.4016807Z Generation 20: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━ 11/11 9.5 configs/s
2026-02-21T08:36:37.0533708Z Generation 20: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━ 11/11 18.2 configs/s
2026-02-21T08:36:38.4603897Z Generation 20: verifying top configs 100% ━━━━━━━━━━━━━ 1000/1000 707.8         
2026-02-21T08:36:38.4604744Z                                                                   configs/s     
2026-02-21T08:36:38.5868573Z [330s] Generation 20 complete: 
2026-02-21T08:36:38.5868829Z ok=12
2026-02-21T08:36:38.5869003Z min=0.0504
2026-02-21T08:36:38.5869214Z mid=0.0548
2026-02-21T08:36:38.5869391Z max=0.5198
2026-02-21T08:36:38.5869575Z best={'block_sizes': [1],
2026-02-21T08:36:38.5870020Z  'indexing': ['pointer', 'pointer', 'tensor_descriptor', 'pointer', 'pointer', 'pointer', 'pointer',
2026-02-21T08:36:38.5870523Z               'pointer'],
2026-02-21T08:36:38.5870778Z  'load_eviction_policies': ['', '', '', '', 'last'],
2026-02-21T08:36:38.5871076Z  'num_stages': 2,
2026-02-21T08:36:38.5871258Z  'num_warps': 4,
2026-02-21T08:36:38.5871449Z  'pid_type': 'flat',
2026-02-21T08:36:38.5871647Z  'range_flattens': [None],
2026-02-21T08:36:38.5871883Z  'range_multi_buffers': [None],
2026-02-21T08:36:38.5872122Z  'range_num_stages': [0],
2026-02-21T08:36:38.5872339Z  'range_unroll_factors': [0],
2026-02-21T08:36:38.5872586Z  'range_warp_specializes': [],
2026-02-21T08:36:38.5872832Z  'reduction_loops': [None]}
2026-02-21T08:36:38.5918649Z [330s] Fitting surrogate: 1192 points, 1192 targets
2026-02-21T08:36:38.7446266Z [330s] Autotuning complete in 330.5s after searching 1140 configs.
2026-02-21T08:36:38.7446739Z One can hardcode the best config and skip autotuning with:
2026-02-21T08:36:38.7448445Z     @helion.kernel(config=helion.Config(block_sizes=[1], indexing=['pointer', 'pointer', 'tensor_descriptor', 'pointer', 'pointer', 'pointer', 'pointer', 'pointer'], load_eviction_policies=['', '', '', '', 'last'], num_stages=2, num_warps=4, pid_type='flat', range_flattens=[None], range_multi_buffers=[None], range_num_stages=[0], range_unroll_factors=[0], range_warp_specializes=[], reduction_loops=[None]), static_shapes=True)
2026-02-21T08:36:38.7450737Z 
2026-02-21T08:36:38.7451166Z [330s] Code of selected kernel: /tmp/torchinductor_root/fo/cfonjtxqotz4dhd7fzonmsvgqbjfrhkw2eybnhht4ocjwyvlauy3.py
2026-02-21T08:36:39.8925935Z WARNING:tritonbench.utils.triton_op:Completed input ID 3:
2026-02-21T08:36:39.8926321Z (M, H)
2026-02-21T08:36:39.8926512Z ------------
2026-02-21T08:36:39.8926705Z (2048, 8192)
2026-02-21T08:36:39.8926842Z 
2026-02-21T08:36:39.8946105Z  67%|██████▋   | 4/6 [18:21<09:38, 289.25s/it]WARNING:tritonbench.utils.triton_op:Running input ID 4:
2026-02-21T08:36:39.8946567Z (M, H)
2026-02-21T08:36:39.8946739Z -------------
2026-02-21T08:36:39.8946931Z (2048, 16384)
2026-02-21T08:36:39.8952285Z INFO:tritonbench.utils.triton_op:Took 0.37ms to get benchmark function for llama_rms
2026-02-21T08:36:41.0733606Z INFO:tritonbench.utils.triton_op:Took 0.38ms to get benchmark function for liger_rms
2026-02-21T08:36:42.5016628Z INFO:tritonbench.utils.triton_op:Took 3.58ms to get benchmark function for torch_compile_rms
2026-02-21T08:36:46.1385529Z WARNING:__main__:Input tensor metadata:
2026-02-21T08:36:46.1385838Z { 'args': ( 16384,
2026-02-21T08:36:46.1386055Z             { 'device': 'cuda:0',
2026-02-21T08:36:46.1386306Z               'dtype': 'torch.float32',
2026-02-21T08:36:46.1386580Z               'shape': (2048, 16384),
2026-02-21T08:36:46.1386834Z               'stride': (16384, 1)},
2026-02-21T08:36:46.1387120Z             { 'device': 'cuda:0',
2026-02-21T08:36:46.1387450Z               'dtype': 'torch.float32',
2026-02-21T08:36:46.1387763Z               'shape': (16384,),
2026-02-21T08:36:46.1388050Z               'stride': (1,)}),
2026-02-21T08:36:46.1388321Z   'kwargs': {}}
2026-02-21T08:36:46.1424732Z INFO:tritonbench.utils.triton_op:Took 4.31ms to get benchmark function for helion_rms_norm_tritonbench
2026-02-21T08:36:46.2682981Z [0s] Autotune random seed: 2135372290
2026-02-21T08:36:46.4610145Z [0s] Starting LFBOPatternSearch with initial_population=FROM_RANDOM, copies=5, max_generations=20, similarity_penalty=1.0
2026-02-21T08:37:19.0934752Z [32s] Timeout after 30s compiling Config(block_sizes=[32], indexing=['pointer', 'pointer', 'tensor_descriptor', 'tensor_descriptor', 'pointer', 'tensor_descriptor', 'pointer', 'tensor_descriptor'], load_eviction_policies=['last', 'last', '', 'first', 'last'], num_sm_multiplier=1, num_stages=7, num_warps=8, pid_type='persistent_interleaved', range_flattens=[False], range_multi_buffers=[True], range_num_stages=[1], range_unroll_factors=[3], range_warp_specializes=[], reduction_loops=[4096])
2026-02-21T08:37:19.1735458Z [32s] Timeout after 30s compiling Config(block_sizes=[128], indexing=['tensor_descriptor', 'tensor_descriptor', 'pointer', 'pointer', 'tensor_descriptor', 'pointer', 'tensor_descriptor', 'tensor_descriptor'], load_eviction_policies=['first', 'last', 'first', '', 'last'], maxnreg=64, num_sm_multiplier=8, num_stages=1, num_warps=2, pid_type='persistent_interleaved', range_flattens=[None], range_multi_buffers=[False], range_num_stages=[3], range_unroll_factors=[2], range_warp_specializes=[], reduction_loops=[256])
2026-02-21T08:37:20.7733760Z [34s] Timeout after 30s compiling Config(block_sizes=[2048], indexing=['tensor_descriptor', 'pointer', 'pointer', 'pointer', 'pointer', 'tensor_descriptor', 'tensor_descriptor', 'pointer'], load_eviction_policies=['first', '', 'first', 'last', 'last'], maxnreg=256, num_sm_multiplier=8, num_stages=4, num_warps=4, pid_type='persistent_interleaved', range_flattens=[None], range_multi_buffers=[None], range_num_stages=[4], range_unroll_factors=[3], range_warp_specializes=[], reduction_loops=[32])
2026-02-21T08:37:21.6245768Z [35s] Timeout after 30s compiling Config(block_sizes=[16], indexing=['tensor_descriptor', 'pointer', 'pointer', 'tensor_descriptor', 'pointer', 'pointer', 'tensor_descriptor', 'tensor_descriptor'], load_eviction_policies=['first', 'first', 'first', 'last', ''], maxnreg=64, num_sm_multiplier=64, num_stages=5, num_warps=8, pid_type='persistent_interleaved', range_flattens=[True], range_multi_buffers=[None], range_num_stages=[2], range_unroll_factors=[3], range_warp_specializes=[], reduction_loops=[8192])
2026-02-21T08:37:21.7287195Z [35s] Timeout after 30s compiling Config(block_sizes=[128], indexing=['tensor_descriptor', 'tensor_descriptor', 'pointer', 'tensor_descriptor', 'tensor_descriptor', 'pointer', 'tensor_descriptor', 'tensor_descriptor'], load_eviction_policies=['first', 'first', '', 'last', 'first'], num_sm_multiplier=32, num_stages=3, num_warps=2, pid_type='persistent_blocked', range_flattens=[None], range_multi_buffers=[True], range_num_stages=[4], range_unroll_factors=[3], range_warp_specializes=[], reduction_loops=[256])
2026-02-21T08:37:22.9077062Z [36s] Timeout after 30s compiling Config(block_sizes=[512], indexing=['pointer', 'pointer', 'tensor_descriptor', 'tensor_descriptor', 'pointer', 'tensor_descriptor', 'tensor_descriptor', 'tensor_descriptor'], load_eviction_policies=['first', '', '', 'last', 'last'], maxnreg=128, num_sm_multiplier=8, num_stages=8, num_warps=2, pid_type='persistent_interleaved', range_flattens=[None], range_multi_buffers=[True], range_num_stages=[4], range_unroll_factors=[4], range_warp_specializes=[], reduction_loops=[128])
2026-02-21T08:37:22.9099989Z Initial population precompiling 100% ━━━━━━━━━━━━━━━━━━━━━ 100/100 0.8 configs/s
2026-02-21T08:37:29.3131462Z Initial population exploring neighbors 100% ━━━━━━━━━━━━━ 100/100 15.7 configs/s
2026-02-21T08:37:29.3143211Z [42s] Adaptive compile timeout: 30s (90% percentile=7.7s, bounds=[30.0s, 30s])
2026-02-21T08:37:33.2395270Z Verifying initial results 100% ━━━━━━━━━━━━━━━━━━━━━━━ 1000/1000 253.3 configs/s
2026-02-21T08:37:33.4550152Z [46s] Initial random population of 100, 5 starting points: 
2026-02-21T08:37:33.4550630Z error=7
2026-02-21T08:37:33.4550846Z timeout=6
2026-02-21T08:37:33.4551035Z ok=87
2026-02-21T08:37:33.4551197Z min=0.1174
2026-02-21T08:37:33.4551371Z mid=0.6172
2026-02-21T08:37:33.4551540Z max=9.2999
2026-02-21T08:37:33.4551879Z best={'block_sizes': [1],
2026-02-21T08:37:33.4552360Z  'indexing': ['tensor_descriptor', 'pointer', 'tensor_descriptor', 'tensor_descriptor', 'pointer',
2026-02-21T08:37:33.4552960Z               'tensor_descriptor', 'tensor_descriptor', 'tensor_descriptor'],
2026-02-21T08:37:33.4553482Z  'load_eviction_policies': ['', '', 'first', 'first', 'first'],
2026-02-21T08:37:33.4553829Z  'maxnreg': 256,
2026-02-21T08:37:33.4554383Z  'num_sm_multiplier': 16,
2026-02-21T08:37:33.4554616Z  'num_stages': 6,
2026-02-21T08:37:33.4554829Z  'num_warps': 4,
2026-02-21T08:37:33.4555056Z  'pid_type': 'persistent_interleaved',
2026-02-21T08:37:33.4555335Z  'range_flattens': [None],
2026-02-21T08:37:33.4555578Z  'range_multi_buffers': [None],
2026-02-21T08:37:33.4555828Z  'range_num_stages': [0],
2026-02-21T08:37:33.4556058Z  'range_unroll_factors': [4],
2026-02-21T08:37:33.4556299Z  'range_warp_specializes': [],
2026-02-21T08:37:33.4556541Z  'reduction_loops': [1024]}
2026-02-21T08:37:33.4568515Z [46s] Fitting surrogate: 100 points, 100 targets
2026-02-21T08:37:34.9651579Z [48s] Generation 1 starting: 91 neighbors, 5 active search path(s)
2026-02-21T08:38:08.4479778Z [81s] Timeout after 30s compiling Config(block_sizes=[2], indexing=['pointer', 'tensor_descriptor', 'pointer', 'pointer', 'pointer', 'tensor_descriptor', 'pointer', 'tensor_descriptor'], load_eviction_policies=['first', '', '', 'last', 'last'], maxnreg=256, num_sm_multiplier=1, num_stages=7, num_warps=1, pid_type='persistent_blocked', range_flattens=[None], range_multi_buffers=[None], range_num_stages=[3], range_unroll_factors=[4], range_warp_specializes=[], reduction_loops=[8192])
2026-02-21T08:38:08.4499548Z Generation 1: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 96/96 0.3 configs/s
2026-02-21T08:38:14.0876874Z Generation 1: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━ 96/96 17.2 configs/s
2026-02-21T08:38:28.0844660Z Generation 1: verifying top configs 100% ━━━━━━━━━━━━━━ 1000/1000 71.9 configs/s
2026-02-21T08:38:28.7761320Z [102s] Generation 1 complete: 
2026-02-21T08:38:28.7761611Z error=2
2026-02-21T08:38:28.7761789Z timeout=1
2026-02-21T08:38:28.7761964Z ok=94
2026-02-21T08:38:28.7762127Z min=0.0953
2026-02-21T08:38:28.7762301Z mid=0.1329
2026-02-21T08:38:28.7762465Z max=0.5208
2026-02-21T08:38:28.7762655Z best={'block_sizes': [1],
2026-02-21T08:38:28.7763060Z  'indexing': ['pointer', 'tensor_descriptor', 'tensor_descriptor', 'tensor_descriptor',
2026-02-21T08:38:28.7763659Z               'tensor_descriptor', 'tensor_descriptor', 'tensor_descriptor', 'pointer'],
2026-02-21T08:38:28.7764794Z  'load_eviction_policies': ['last', '', 'first', '', 'last'],
2026-02-21T08:38:28.7765156Z  'num_stages': 7,
2026-02-21T08:38:28.7765364Z  'num_warps': 16,
2026-02-21T08:38:28.7765572Z  'pid_type': 'flat',
2026-02-21T08:38:28.7765806Z  'range_flattens': [None],
2026-02-21T08:38:28.7766039Z  'range_multi_buffers': [None],
2026-02-21T08:38:28.7766303Z  'range_num_stages': [0],
2026-02-21T08:38:28.7766533Z  'range_unroll_factors': [0],
2026-02-21T08:38:28.7766784Z  'range_warp_specializes': [],
2026-02-21T08:38:28.7767023Z  'reduction_loops': [None]}
2026-02-21T08:38:28.7784157Z [102s] Fitting surrogate: 197 points, 197 targets
2026-02-21T08:38:29.9697477Z [103s] Generation 2 starting: 71 neighbors, 5 active search path(s)
2026-02-21T08:38:35.8891986Z Generation 2: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━ 72/72 12.1 configs/s
2026-02-21T08:38:40.1320244Z Generation 2: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━ 72/72 17.1 configs/s
2026-02-21T08:38:54.4392063Z Generation 2: verifying top configs 100% ━━━━━━━━━━━━━━ 1000/1000 70.4 configs/s
2026-02-21T08:38:55.1836286Z [128s] Generation 2 complete: 
2026-02-21T08:38:55.1836581Z error=1
2026-02-21T08:38:55.1842298Z ok=75
2026-02-21T08:38:55.1842547Z min=0.0945
2026-02-21T08:38:55.1842730Z mid=0.1064
2026-02-21T08:38:55.1842903Z max=0.2148
2026-02-21T08:38:55.1843110Z best={'block_sizes': [2],
2026-02-21T08:38:55.1843540Z  'indexing': ['pointer', 'pointer', 'pointer', 'pointer', 'pointer', 'pointer', 'pointer',
2026-02-21T08:38:55.1844364Z               'tensor_descriptor'],
2026-02-21T08:38:55.1844695Z  'load_eviction_policies': ['', '', '', '', ''],
2026-02-21T08:38:55.1844991Z  'num_stages': 1,
2026-02-21T08:38:55.1845204Z  'num_warps': 16,
2026-02-21T08:38:55.1845403Z  'pid_type': 'flat',
2026-02-21T08:38:55.1845627Z  'range_flattens': [None],
2026-02-21T08:38:55.1845866Z  'range_multi_buffers': [None],
2026-02-21T08:38:55.1846171Z  'range_num_stages': [0],
2026-02-21T08:38:55.1846478Z  'range_unroll_factors': [0],
2026-02-21T08:38:55.1846754Z  'range_warp_specializes': [],
2026-02-21T08:38:55.1847010Z  'reduction_loops': [None]}
2026-02-21T08:38:55.1863537Z [128s] Fitting surrogate: 273 points, 273 targets
2026-02-21T08:38:56.2822301Z [129s] Generation 3 starting: 64 neighbors, 5 active search path(s)
2026-02-21T08:39:01.3052543Z Generation 3: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 66/66 5.8 configs/s
2026-02-21T08:39:04.8608431Z Generation 3: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━ 66/66 18.8 configs/s
2026-02-21T08:39:15.8314805Z Generation 3: verifying top configs 100% ━━━━━━━━━━━━━━ 1000/1000 96.2 configs/s
2026-02-21T08:39:16.4039857Z [149s] Generation 3 complete: 
2026-02-21T08:39:16.4040139Z error=7
2026-02-21T08:39:16.4040319Z ok=62
2026-02-21T08:39:16.4040491Z min=0.0940
2026-02-21T08:39:16.4040664Z mid=0.0968
2026-02-21T08:39:16.4040856Z max=0.3734
2026-02-21T08:39:16.4041059Z best={'block_sizes': [2],
2026-02-21T08:39:16.4041540Z  'indexing': ['pointer', 'tensor_descriptor', 'pointer', 'pointer', 'pointer', 'pointer', 'pointer',
2026-02-21T08:39:16.4042106Z               'tensor_descriptor'],
2026-02-21T08:39:16.4042438Z  'load_eviction_policies': ['', '', '', '', ''],
2026-02-21T08:39:16.4043143Z  'num_stages': 1,
2026-02-21T08:39:16.4043351Z  'num_warps': 16,
2026-02-21T08:39:16.4043563Z  'pid_type': 'flat',
2026-02-21T08:39:16.4043784Z  'range_flattens': [None],
2026-02-21T08:39:16.4044418Z  'range_multi_buffers': [None],
2026-02-21T08:39:16.4044680Z  'range_num_stages': [0],
2026-02-21T08:39:16.4044935Z  'range_unroll_factors': [0],
2026-02-21T08:39:16.4045183Z  'range_warp_specializes': [],
2026-02-21T08:39:16.4045428Z  'reduction_loops': [None]}
2026-02-21T08:39:16.4062787Z [149s] Fitting surrogate: 342 points, 342 targets
2026-02-21T08:39:17.4164927Z [150s] Generation 4 starting: 60 neighbors, 5 active search path(s)
2026-02-21T08:39:21.8355674Z Generation 4: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━ 61/61 19.3 configs/s
2026-02-21T08:39:25.2848797Z Generation 4: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━ 61/61 17.9 configs/s
2026-02-21T08:39:36.6235172Z Generation 4: verifying top configs 100% ━━━━━━━━━━━━━━ 1000/1000 88.8 configs/s
2026-02-21T08:39:37.2490566Z [170s] Generation 4 complete: 
2026-02-21T08:39:37.2490867Z error=3
2026-02-21T08:39:37.2491052Z ok=62
2026-02-21T08:39:37.2491223Z min=0.0940
2026-02-21T08:39:37.2491406Z mid=0.0961
2026-02-21T08:39:37.2491574Z max=0.1465
2026-02-21T08:39:37.2491761Z best={'block_sizes': [2],
2026-02-21T08:39:37.2492235Z  'indexing': ['pointer', 'tensor_descriptor', 'pointer', 'tensor_descriptor', 'pointer', 'pointer',
2026-02-21T08:39:37.2492791Z               'pointer', 'tensor_descriptor'],
2026-02-21T08:39:37.2493121Z  'load_eviction_policies': ['', '', '', '', ''],
2026-02-21T08:39:37.2493433Z  'num_stages': 1,
2026-02-21T08:39:37.2493646Z  'num_warps': 32,
2026-02-21T08:39:37.2493856Z  'pid_type': 'flat',
2026-02-21T08:39:37.2494429Z  'range_flattens': [None],
2026-02-21T08:39:37.2494666Z  'range_multi_buffers': [None],
2026-02-21T08:39:37.2494911Z  'range_num_stages': [0],
2026-02-21T08:39:37.2495159Z  'range_unroll_factors': [0],
2026-02-21T08:39:37.2495467Z  'range_warp_specializes': [],
2026-02-21T08:39:37.2495778Z  'reduction_loops': [None]}
2026-02-21T08:39:37.2517818Z [170s] Fitting surrogate: 407 points, 407 targets
2026-02-21T08:39:38.1469890Z [171s] Generation 5 starting: 52 neighbors, 5 active search path(s)
2026-02-21T08:39:41.9188008Z Generation 5: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 53/53 4.4 configs/s
2026-02-21T08:39:44.9036526Z Generation 5: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━ 53/53 18.0 configs/s
2026-02-21T08:39:55.0095103Z Generation 5: verifying top configs 100% ━━━━━━━━━━━━━━ 1000/1000 104.5         
2026-02-21T08:39:55.0095625Z                                                                   configs/s     
2026-02-21T08:39:55.5433629Z [189s] Generation 5 complete: 
2026-02-21T08:39:55.5433906Z error=2
2026-02-21T08:39:55.5434372Z ok=55
2026-02-21T08:39:55.5434544Z min=0.0943
2026-02-21T08:39:55.5434717Z mid=0.0959
2026-02-21T08:39:55.5434924Z max=0.3735
2026-02-21T08:39:55.5435112Z best={'block_sizes': [2],
2026-02-21T08:39:55.5435576Z  'indexing': ['pointer', 'pointer', 'pointer', 'tensor_descriptor', 'pointer', 'pointer', 'pointer',
2026-02-21T08:39:55.5436555Z               'tensor_descriptor'],
2026-02-21T08:39:55.5436868Z  'load_eviction_policies': ['', '', '', '', ''],
2026-02-21T08:39:55.5437165Z  'num_stages': 1,
2026-02-21T08:39:55.5437358Z  'num_warps': 16,
2026-02-21T08:39:55.5437557Z  'pid_type': 'flat',
2026-02-21T08:39:55.5437775Z  'range_flattens': [None],
2026-02-21T08:39:55.5438013Z  'range_multi_buffers': [None],
2026-02-21T08:39:55.5438280Z  'range_num_stages': [0],
2026-02-21T08:39:55.5438560Z  'range_unroll_factors': [0],
2026-02-21T08:39:55.5438824Z  'range_warp_specializes': [],
2026-02-21T08:39:55.5439043Z  'reduction_loops': [None]}
2026-02-21T08:39:55.5459356Z [189s] Fitting surrogate: 464 points, 464 targets
2026-02-21T08:39:56.3559468Z [189s] Generation 6 starting: 47 neighbors, 5 active search path(s)
2026-02-21T08:39:59.7254874Z Generation 6: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━ 47/47 21.2 configs/s
2026-02-21T08:40:02.2028323Z Generation 6: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━ 47/47 18.9 configs/s
2026-02-21T08:40:10.7732133Z Generation 6: verifying top configs 100% ━━━━━━━━━━━━━━ 1000/1000 117.3         
2026-02-21T08:40:10.7732656Z                                                                   configs/s     
2026-02-21T08:40:11.2519962Z [204s] Generation 6 complete: 
2026-02-21T08:40:11.2520258Z error=5
2026-02-21T08:40:11.2520438Z ok=47
2026-02-21T08:40:11.2520606Z min=0.0968
2026-02-21T08:40:11.2520793Z mid=0.0975
2026-02-21T08:40:11.2520964Z max=0.2227
2026-02-21T08:40:11.2521169Z best={'block_sizes': [1],
2026-02-21T08:40:11.2521625Z  'indexing': ['pointer', 'tensor_descriptor', 'tensor_descriptor', 'pointer', 'tensor_descriptor',
2026-02-21T08:40:11.2522153Z               'pointer', 'tensor_descriptor', 'pointer'],
2026-02-21T08:40:11.2522530Z  'load_eviction_policies': ['', '', '', '', 'last'],
2026-02-21T08:40:11.2522865Z  'num_stages': 7,
2026-02-21T08:40:11.2523072Z  'num_warps': 16,
2026-02-21T08:40:11.2523279Z  'pid_type': 'flat',
2026-02-21T08:40:11.2523527Z  'range_flattens': [None],
2026-02-21T08:40:11.2523760Z  'range_multi_buffers': [None],
2026-02-21T08:40:11.2524350Z  'range_num_stages': [0],
2026-02-21T08:40:11.2524593Z  'range_unroll_factors': [0],
2026-02-21T08:40:11.2524845Z  'range_warp_specializes': [],
2026-02-21T08:40:11.2525098Z  'reduction_loops': [None]}
2026-02-21T08:40:11.2551320Z [204s] Fitting surrogate: 516 points, 516 targets
2026-02-21T08:40:11.9329404Z [205s] Generation 7 starting: 35 neighbors, 4 active search path(s)
2026-02-21T08:40:15.1369183Z Generation 7: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 39/39 6.2 configs/s
2026-02-21T08:40:17.1391491Z Generation 7: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━ 39/39 19.5 configs/s
2026-02-21T08:40:23.7180235Z Generation 7: verifying top configs 100% ━━━━━━━━━━━━━━ 1000/1000 152.6         
2026-02-21T08:40:23.7180757Z                                                                   configs/s     
2026-02-21T08:40:24.0928037Z [217s] Generation 7 complete: 
2026-02-21T08:40:24.0928300Z error=5
2026-02-21T08:40:24.0928456Z ok=35
2026-02-21T08:40:24.0928618Z min=0.0937
2026-02-21T08:40:24.0928814Z mid=0.0969
2026-02-21T08:40:24.0928988Z max=0.1316
2026-02-21T08:40:24.0929185Z best={'block_sizes': [1],
2026-02-21T08:40:24.0929652Z  'indexing': ['pointer', 'tensor_descriptor', 'tensor_descriptor', 'pointer', 'tensor_descriptor',
2026-02-21T08:40:24.0930302Z               'pointer', 'tensor_descriptor', 'tensor_descriptor'],
2026-02-21T08:40:24.0930686Z  'load_eviction_policies': ['', '', '', '', 'last'],
2026-02-21T08:40:24.0930977Z  'num_stages': 7,
2026-02-21T08:40:24.0931180Z  'num_warps': 16,
2026-02-21T08:40:24.0931397Z  'pid_type': 'flat',
2026-02-21T08:40:24.0931627Z  'range_flattens': [None],
2026-02-21T08:40:24.0931861Z  'range_multi_buffers': [None],
2026-02-21T08:40:24.0932105Z  'range_num_stages': [0],
2026-02-21T08:40:24.0932340Z  'range_unroll_factors': [0],
2026-02-21T08:40:24.0932600Z  'range_warp_specializes': [],
2026-02-21T08:40:24.0932848Z  'reduction_loops': [None]}
2026-02-21T08:40:24.0959619Z [217s] Fitting surrogate: 556 points, 556 targets
2026-02-21T08:40:24.7539942Z [218s] Generation 8 starting: 36 neighbors, 4 active search path(s)
2026-02-21T08:40:27.9537224Z Generation 8: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━ 37/37 14.7 configs/s
2026-02-21T08:40:30.0082931Z Generation 8: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━ 37/37 18.4 configs/s
2026-02-21T08:40:36.9652723Z Generation 8: verifying top configs 100% ━━━━━━━━━━━━━━ 1000/1000 144.3         
2026-02-21T08:40:36.9653252Z                                                                   configs/s     
2026-02-21T08:40:37.3665395Z [230s] Generation 8 complete: 
2026-02-21T08:40:37.3665681Z error=2
2026-02-21T08:40:37.3665857Z ok=38
2026-02-21T08:40:37.3666038Z min=0.0946
2026-02-21T08:40:37.3666218Z mid=0.0969
2026-02-21T08:40:37.3666907Z max=0.5037
2026-02-21T08:40:37.3667117Z best={'block_sizes': [1],
2026-02-21T08:40:37.3667588Z  'indexing': ['pointer', 'tensor_descriptor', 'tensor_descriptor', 'pointer', 'tensor_descriptor',
2026-02-21T08:40:37.3668326Z               'pointer', 'tensor_descriptor', 'tensor_descriptor'],
2026-02-21T08:40:37.3668746Z  'load_eviction_policies': ['', '', '', '', 'last'],
2026-02-21T08:40:37.3669084Z  'num_stages': 6,
2026-02-21T08:40:37.3669299Z  'num_warps': 16,
2026-02-21T08:40:37.3669521Z  'pid_type': 'flat',
2026-02-21T08:40:37.3669755Z  'range_flattens': [None],
2026-02-21T08:40:37.3670019Z  'range_multi_buffers': [None],
2026-02-21T08:40:37.3670293Z  'range_num_stages': [0],
2026-02-21T08:40:37.3670546Z  'range_unroll_factors': [0],
2026-02-21T08:40:37.3670827Z  'range_warp_specializes': [],
2026-02-21T08:40:37.3671095Z  'reduction_loops': [None]}
2026-02-21T08:40:37.3699449Z [230s] Fitting surrogate: 596 points, 596 targets
2026-02-21T08:40:37.8557528Z [231s] Generation 9 starting: 22 neighbors, 3 active search path(s)
2026-02-21T08:40:39.5597754Z Generation 9: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━ 22/22 19.6 configs/s
2026-02-21T08:40:40.8520987Z Generation 9: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━ 22/22 17.6 configs/s
2026-02-21T08:40:45.4571360Z Generation 9: verifying top configs 100% ━━━━━━━━━━━━━━ 1000/1000 217.6         
2026-02-21T08:40:45.4571917Z                                                                   configs/s     
2026-02-21T08:40:45.7363906Z [239s] Generation 9 complete: 
2026-02-21T08:40:45.7364473Z ok=25
2026-02-21T08:40:45.7364685Z min=0.0940
2026-02-21T08:40:45.7364874Z mid=0.0953
2026-02-21T08:40:45.7365051Z max=0.1255
2026-02-21T08:40:45.7365259Z best={'block_sizes': [1],
2026-02-21T08:40:45.7365743Z  'indexing': ['pointer', 'tensor_descriptor', 'tensor_descriptor', 'pointer', 'tensor_descriptor',
2026-02-21T08:40:45.7366343Z               'pointer', 'tensor_descriptor', 'tensor_descriptor'],
2026-02-21T08:40:45.7366778Z  'load_eviction_policies': ['', '', '', '', 'last'],
2026-02-21T08:40:45.7367108Z  'num_stages': 6,
2026-02-21T08:40:45.7367309Z  'num_warps': 16,
2026-02-21T08:40:45.7367520Z  'pid_type': 'flat',
2026-02-21T08:40:45.7367770Z  'range_flattens': [None],
2026-02-21T08:40:45.7368017Z  'range_multi_buffers': [None],
2026-02-21T08:40:45.7368276Z  'range_num_stages': [0],
2026-02-21T08:40:45.7368526Z  'range_unroll_factors': [0],
2026-02-21T08:40:45.7368791Z  'range_warp_specializes': [],
2026-02-21T08:40:45.7369048Z  'reduction_loops': [None]}
2026-02-21T08:40:45.7398370Z [239s] Fitting surrogate: 621 points, 621 targets
2026-02-21T08:40:46.1265365Z [239s] Generation 10 starting: 16 neighbors, 2 active search path(s)
2026-02-21T08:40:47.2758315Z Generation 10: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 16/16 - configs/s
2026-02-21T08:40:48.2096994Z Generation 10: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━ 16/16 18.0 configs/s
2026-02-21T08:40:51.7544510Z Generation 10: verifying top configs 100% ━━━━━━━━━━━━━ 1000/1000 281.6         
2026-02-21T08:40:51.7545073Z                                                                   configs/s     
2026-02-21T08:40:51.9758089Z [245s] Generation 10 complete: 
2026-02-21T08:40:51.9758896Z ok=19
2026-02-21T08:40:51.9759080Z min=0.0946
2026-02-21T08:40:51.9759263Z mid=0.0961
2026-02-21T08:40:51.9759429Z max=0.1316
2026-02-21T08:40:51.9759634Z best={'block_sizes': [1],
2026-02-21T08:40:51.9760094Z  'indexing': ['pointer', 'tensor_descriptor', 'pointer', 'tensor_descriptor', 'pointer', 'pointer',
2026-02-21T08:40:51.9760610Z               'tensor_descriptor', 'pointer'],
2026-02-21T08:40:51.9760958Z  'load_eviction_policies': ['', 'first', '', 'first', ''],
2026-02-21T08:40:51.9761270Z  'num_stages': 4,
2026-02-21T08:40:51.9761468Z  'num_warps': 32,
2026-02-21T08:40:51.9761670Z  'pid_type': 'flat',
2026-02-21T08:40:51.9761882Z  'range_flattens': [None],
2026-02-21T08:40:51.9762108Z  'range_multi_buffers': [None],
2026-02-21T08:40:51.9762381Z  'range_num_stages': [0],
2026-02-21T08:40:51.9762904Z  'range_unroll_factors': [0],
2026-02-21T08:40:51.9763193Z  'range_warp_specializes': [],
2026-02-21T08:40:51.9763449Z  'reduction_loops': [8192]}
2026-02-21T08:40:51.9789636Z [245s] Fitting surrogate: 640 points, 640 targets
2026-02-21T08:40:52.2614477Z [245s] Generation 11 starting: 10 neighbors, 1 active search path(s)
2026-02-21T08:40:53.2188720Z Generation 11: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━ 10/10 21.9 configs/s
2026-02-21T08:40:53.8167707Z Generation 11: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━ 10/10 18.2 configs/s
2026-02-21T08:40:55.8357137Z Generation 11: verifying top configs 100% ━━━━━━━━━━━━━ 1000/1000 489.6         
2026-02-21T08:40:55.8357682Z                                                                   configs/s     
2026-02-21T08:40:55.9823476Z [249s] Generation 11 complete: 
2026-02-21T08:40:55.9823751Z ok=11
2026-02-21T08:40:55.9823939Z min=0.0943
2026-02-21T08:40:55.9824265Z mid=0.0950
2026-02-21T08:40:55.9824470Z max=0.1244
2026-02-21T08:40:55.9824671Z best={'block_sizes': [1],
2026-02-21T08:40:55.9825175Z  'indexing': ['pointer', 'tensor_descriptor', 'pointer', 'tensor_descriptor', 'pointer', 'pointer',
2026-02-21T08:40:55.9825723Z               'tensor_descriptor', 'pointer'],
2026-02-21T08:40:55.9826100Z  'load_eviction_policies': ['', 'first', '', 'first', ''],
2026-02-21T08:40:55.9826439Z  'num_stages': 4,
2026-02-21T08:40:55.9826641Z  'num_warps': 32,
2026-02-21T08:40:55.9826853Z  'pid_type': 'flat',
2026-02-21T08:40:55.9827077Z  'range_flattens': [None],
2026-02-21T08:40:55.9827326Z  'range_multi_buffers': [None],
2026-02-21T08:40:55.9827580Z  'range_num_stages': [0],
2026-02-21T08:40:55.9827827Z  'range_unroll_factors': [0],
2026-02-21T08:40:55.9828089Z  'range_warp_specializes': [],
2026-02-21T08:40:55.9828345Z  'reduction_loops': [8192]}
2026-02-21T08:40:55.9857382Z [249s] Fitting surrogate: 651 points, 651 targets
2026-02-21T08:40:56.1308498Z [249s] Autotuning complete in 249.7s after searching 612 configs.
2026-02-21T08:40:56.1309003Z One can hardcode the best config and skip autotuning with:
2026-02-21T08:40:56.1311067Z     @helion.kernel(config=helion.Config(block_sizes=[1], indexing=['pointer', 'tensor_descriptor', 'pointer', 'tensor_descriptor', 'pointer', 'pointer', 'tensor_descriptor', 'pointer'], load_eviction_policies=['', 'first', '', 'first', ''], num_stages=4, num_warps=32, pid_type='flat', range_flattens=[None], range_multi_buffers=[None], range_num_stages=[0], range_unroll_factors=[0], range_warp_specializes=[], reduction_loops=[8192]), static_shapes=True)
2026-02-21T08:40:56.1313055Z 
2026-02-21T08:40:57.3489215Z [249s] Code of selected kernel: /tmp/torchinductor_root/at/catu3pauacpmyvcpgyd55pn2rl6zrjm3qttchku7v5ehlcr2dhew.py
2026-02-21T08:40:57.3489946Z WARNING:tritonbench.utils.triton_op:Completed input ID 4:
2026-02-21T08:40:57.3490367Z (M, H)
2026-02-21T08:40:57.3490577Z -------------
2026-02-21T08:40:57.3490767Z (2048, 16384)
2026-02-21T08:40:57.3490891Z 
2026-02-21T08:40:57.3511851Z  83%|████████▎ | 5/6 [22:38<04:37, 277.78s/it]WARNING:tritonbench.utils.triton_op:Running input ID 5:
2026-02-21T08:40:57.3512475Z (M, H)
2026-02-21T08:40:57.3512706Z -------------
2026-02-21T08:40:57.3512913Z (2048, 32768)
2026-02-21T08:40:57.3520947Z INFO:tritonbench.utils.triton_op:Took 0.58ms to get benchmark function for llama_rms
2026-02-21T08:40:58.4601388Z INFO:tritonbench.utils.triton_op:Took 0.36ms to get benchmark function for liger_rms
2026-02-21T08:40:59.8135695Z INFO:tritonbench.utils.triton_op:Took 3.63ms to get benchmark function for torch_compile_rms
2026-02-21T08:41:03.4907277Z WARNING:__main__:Input tensor metadata:
2026-02-21T08:41:03.4907601Z { 'args': ( 32768,
2026-02-21T08:41:03.4907810Z             { 'device': 'cuda:0',
2026-02-21T08:41:03.4908072Z               'dtype': 'torch.float32',
2026-02-21T08:41:03.4908336Z               'shape': (2048, 32768),
2026-02-21T08:41:03.4908582Z               'stride': (32768, 1)},
2026-02-21T08:41:03.4908825Z             { 'device': 'cuda:0',
2026-02-21T08:41:03.4909061Z               'dtype': 'torch.float32',
2026-02-21T08:41:03.4909829Z               'shape': (32768,),
2026-02-21T08:41:03.4910075Z               'stride': (1,)}),
2026-02-21T08:41:03.4910291Z   'kwargs': {}}
2026-02-21T08:41:03.4941190Z INFO:tritonbench.utils.triton_op:Took 3.86ms to get benchmark function for helion_rms_norm_tritonbench
2026-02-21T08:41:03.6278094Z [0s] Autotune random seed: 2135372290
2026-02-21T08:41:03.8122369Z [0s] Starting LFBOPatternSearch with initial_population=FROM_RANDOM, copies=5, max_generations=20, similarity_penalty=1.0
2026-02-21T08:41:36.5091930Z [32s] Timeout after 30s compiling Config(block_sizes=[32], indexing=['pointer', 'pointer', 'tensor_descriptor', 'tensor_descriptor', 'pointer', 'tensor_descriptor', 'pointer', 'tensor_descriptor'], load_eviction_policies=['last', 'last', '', 'first', 'last'], num_sm_multiplier=1, num_stages=7, num_warps=8, pid_type='persistent_interleaved', range_flattens=[False], range_multi_buffers=[True], range_num_stages=[1], range_unroll_factors=[3], range_warp_specializes=[], reduction_loops=[4096])
2026-02-21T08:41:36.6004126Z [32s] Timeout after 30s compiling Config(block_sizes=[128], indexing=['tensor_descriptor', 'tensor_descriptor', 'pointer', 'pointer', 'tensor_descriptor', 'pointer', 'tensor_descriptor', 'tensor_descriptor'], load_eviction_policies=['first', 'last', 'first', '', 'last'], maxnreg=64, num_sm_multiplier=8, num_stages=1, num_warps=2, pid_type='persistent_interleaved', range_flattens=[None], range_multi_buffers=[False], range_num_stages=[3], range_unroll_factors=[2], range_warp_specializes=[], reduction_loops=[256])
2026-02-21T08:41:38.3591393Z [34s] Timeout after 30s compiling Config(block_sizes=[2048], indexing=['tensor_descriptor', 'pointer', 'pointer', 'pointer', 'pointer', 'tensor_descriptor', 'tensor_descriptor', 'pointer'], load_eviction_policies=['first', '', 'first', 'last', 'last'], maxnreg=256, num_sm_multiplier=8, num_stages=4, num_warps=4, pid_type='persistent_interleaved', range_flattens=[None], range_multi_buffers=[None], range_num_stages=[4], range_unroll_factors=[3], range_warp_specializes=[], reduction_loops=[32])
2026-02-21T08:41:39.3304281Z [35s] Timeout after 30s compiling Config(block_sizes=[16], indexing=['tensor_descriptor', 'pointer', 'pointer', 'tensor_descriptor', 'pointer', 'pointer', 'tensor_descriptor', 'tensor_descriptor'], load_eviction_policies=['first', 'first', 'first', 'last', ''], maxnreg=64, num_sm_multiplier=64, num_stages=5, num_warps=8, pid_type='persistent_interleaved', range_flattens=[True], range_multi_buffers=[None], range_num_stages=[2], range_unroll_factors=[3], range_warp_specializes=[], reduction_loops=[8192])
2026-02-21T08:41:39.4447990Z [35s] Timeout after 30s compiling Config(block_sizes=[128], indexing=['tensor_descriptor', 'tensor_descriptor', 'pointer', 'tensor_descriptor', 'tensor_descriptor', 'pointer', 'tensor_descriptor', 'tensor_descriptor'], load_eviction_policies=['first', 'first', '', 'last', 'first'], num_sm_multiplier=32, num_stages=3, num_warps=2, pid_type='persistent_blocked', range_flattens=[None], range_multi_buffers=[True], range_num_stages=[4], range_unroll_factors=[3], range_warp_specializes=[], reduction_loops=[256])
2026-02-21T08:41:40.8770816Z [37s] Timeout after 30s compiling Config(block_sizes=[128], indexing=['tensor_descriptor', 'tensor_descriptor', 'pointer', 'tensor_descriptor', 'tensor_descriptor', 'tensor_descriptor', 'tensor_descriptor', 'tensor_descriptor'], load_eviction_policies=['last', '', 'first', 'first', 'last'], maxnreg=32, num_sm_multiplier=1, num_stages=7, num_warps=2, pid_type='persistent_blocked', range_flattens=[True], range_multi_buffers=[None], range_num_stages=[0], range_unroll_factors=[3], range_warp_specializes=[], reduction_loops=[1024])
2026-02-21T08:41:40.8791161Z Initial population precompiling 100% ━━━━━━━━━━━━━━━━━━━━━ 100/100 0.8 configs/s
2026-02-21T08:41:47.4388440Z Initial population exploring neighbors 100% ━━━━━━━━━━━━━ 100/100 15.3 configs/s
2026-02-21T08:41:47.4401498Z [43s] Adaptive compile timeout: 30s (90% percentile=11.2s, bounds=[30.0s, 30s])
2026-02-21T08:41:53.5215882Z Verifying initial results 100% ━━━━━━━━━━━━━━━━━━━━━━━━━ 735/735 131.0 configs/s
2026-02-21T08:41:53.7554836Z [49s] Initial random population of 100, 5 starting points: 
2026-02-21T08:41:53.7555215Z error=9
2026-02-21T08:41:53.7555384Z timeout=6
2026-02-21T08:41:53.7555552Z ok=85
2026-02-21T08:41:53.7555716Z min=0.2732
2026-02-21T08:41:53.7555893Z mid=1.0823
2026-02-21T08:41:53.7556074Z max=19.1746
2026-02-21T08:41:53.7556269Z best={'block_sizes': [8],
2026-02-21T08:41:53.7556708Z  'indexing': ['pointer', 'pointer', 'pointer', 'pointer', 'pointer', 'tensor_descriptor', 'pointer',
2026-02-21T08:41:53.7557192Z               'pointer'],
2026-02-21T08:41:53.7557515Z  'load_eviction_policies': ['last', 'first', '', 'last', 'first'],
2026-02-21T08:41:53.7557872Z  'maxnreg': 64,
2026-02-21T08:41:53.7558082Z  'num_sm_multiplier': 8,
2026-02-21T08:41:53.7558308Z  'num_stages': 5,
2026-02-21T08:41:53.7558501Z  'num_warps': 32,
2026-02-21T08:41:53.7558741Z  'pid_type': 'persistent_interleaved',
2026-02-21T08:41:53.7559035Z  'range_flattens': [True],
2026-02-21T08:41:53.7559260Z  'range_multi_buffers': [None],
2026-02-21T08:41:53.7559512Z  'range_num_stages': [4],
2026-02-21T08:41:53.7559753Z  'range_unroll_factors': [0],
2026-02-21T08:41:53.7560023Z  'range_warp_specializes': [],
2026-02-21T08:41:53.7560298Z  'reduction_loops': [2048]}
2026-02-21T08:41:53.7573259Z [49s] Fitting surrogate: 100 points, 100 targets
2026-02-21T08:41:55.0822700Z [51s] Generation 1 starting: 82 neighbors, 5 active search path(s)
2026-02-21T08:42:03.0457583Z Generation 1: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 85/85 3.9 configs/s
2026-02-21T08:42:08.2482015Z Generation 1: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━ 85/85 16.5 configs/s
2026-02-21T08:42:34.8173953Z Generation 1: verifying top configs 100% ━━━━━━━━━━━━━━━━ 962/962 36.3 configs/s
2026-02-21T08:42:35.5999048Z [91s] Generation 1 complete: 
2026-02-21T08:42:35.5999487Z ok=87
2026-02-21T08:42:35.5999778Z min=0.2056
2026-02-21T08:42:35.6000055Z mid=0.2794
2026-02-21T08:42:35.6000369Z max=0.5461
2026-02-21T08:42:35.6000675Z best={'block_sizes': [1],
2026-02-21T08:42:35.6001337Z  'indexing': ['tensor_descriptor', 'tensor_descriptor', 'tensor_descriptor', 'pointer',
2026-02-21T08:42:35.6002955Z               'tensor_descriptor', 'tensor_descriptor', 'tensor_descriptor', 'tensor_descriptor'],
2026-02-21T08:42:35.6003838Z  'load_eviction_policies': ['', 'first', 'last', 'first', ''],
2026-02-21T08:42:35.6004923Z  'maxnreg': 256,
2026-02-21T08:42:35.6005257Z  'num_sm_multiplier': 8,
2026-02-21T08:42:35.6005613Z  'num_stages': 2,
2026-02-21T08:42:35.6005911Z  'num_warps': 32,
2026-02-21T08:42:35.6006261Z  'pid_type': 'persistent_interleaved',
2026-02-21T08:42:35.6006700Z  'range_flattens': [True],
2026-02-21T08:42:35.6007075Z  'range_multi_buffers': [False],
2026-02-21T08:42:35.6007455Z  'range_num_stages': [2],
2026-02-21T08:42:35.6007811Z  'range_unroll_factors': [0],
2026-02-21T08:42:35.6008204Z  'range_warp_specializes': [],
2026-02-21T08:42:35.6008619Z  'reduction_loops': [2048]}
2026-02-21T08:42:35.6028628Z [91s] Fitting surrogate: 187 points, 187 targets
2026-02-21T08:42:36.8183882Z [93s] Generation 2 starting: 76 neighbors, 5 active search path(s)
2026-02-21T08:42:53.7942195Z Generation 2: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 81/81 0.6 configs/s
2026-02-21T08:42:58.5712890Z Generation 2: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━ 81/81 17.1 configs/s
2026-02-21T08:43:18.0802676Z Generation 2: verifying top configs 100% ━━━━━━━━━━━━━━ 1000/1000 53.0 configs/s
2026-02-21T08:43:18.7208260Z [134s] Generation 2 complete: 
2026-02-21T08:43:18.7208604Z error=3
2026-02-21T08:43:18.7208791Z ok=79
2026-02-21T08:43:18.7208959Z min=0.1856
2026-02-21T08:43:18.7209154Z mid=0.2644
2026-02-21T08:43:18.7209324Z max=0.6791
2026-02-21T08:43:18.7209521Z best={'block_sizes': [1],
2026-02-21T08:43:18.7210061Z  'indexing': ['pointer', 'pointer', 'pointer', 'pointer', 'pointer', 'pointer', 'pointer',
2026-02-21T08:43:18.7210524Z               'pointer'],
2026-02-21T08:43:18.7210853Z  'load_eviction_policies': ['', 'last', 'last', '', ''],
2026-02-21T08:43:18.7211174Z  'num_stages': 2,
2026-02-21T08:43:18.7211375Z  'num_warps': 8,
2026-02-21T08:43:18.7211604Z  'pid_type': 'flat',
2026-02-21T08:43:18.7211828Z  'range_flattens': [None],
2026-02-21T08:43:18.7212067Z  'range_multi_buffers': [None],
2026-02-21T08:43:18.7212322Z  'range_num_stages': [0],
2026-02-21T08:43:18.7212552Z  'range_unroll_factors': [0],
2026-02-21T08:43:18.7212804Z  'range_warp_specializes': [],
2026-02-21T08:43:18.7213051Z  'reduction_loops': [None]}
2026-02-21T08:43:18.7238095Z [134s] Fitting surrogate: 269 points, 269 targets
2026-02-21T08:43:20.0249491Z [136s] Generation 3 starting: 80 neighbors, 5 active search path(s)
2026-02-21T08:43:37.2460200Z Generation 3: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 83/83 0.6 configs/s
2026-02-21T08:43:41.5806748Z Generation 3: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━ 83/83 19.4 configs/s
2026-02-21T08:43:57.5624602Z Generation 3: verifying top configs 100% ━━━━━━━━━━━━━━ 1000/1000 62.7 configs/s
2026-02-21T08:43:58.1443513Z [174s] Generation 3 complete: 
2026-02-21T08:43:58.1443833Z error=12
2026-02-21T08:43:58.1444369Z ok=73
2026-02-21T08:43:58.1444582Z min=0.1830
2026-02-21T08:43:58.1444760Z mid=0.2050
2026-02-21T08:43:58.1444921Z max=0.8292
2026-02-21T08:43:58.1445107Z best={'block_sizes': [1],
2026-02-21T08:43:58.1445526Z  'indexing': ['pointer', 'pointer', 'pointer', 'pointer', 'pointer', 'pointer', 'pointer',
2026-02-21T08:43:58.1445971Z               'pointer'],
2026-02-21T08:43:58.1446284Z  'load_eviction_policies': ['', 'last', 'last', 'first', ''],
2026-02-21T08:43:58.1446680Z  'num_stages': 2,
2026-02-21T08:43:58.1446856Z  'num_warps': 8,
2026-02-21T08:43:58.1447031Z  'pid_type': 'flat',
2026-02-21T08:43:58.1447221Z  'range_flattens': [None],
2026-02-21T08:43:58.1447426Z  'range_multi_buffers': [None],
2026-02-21T08:43:58.1447645Z  'range_num_stages': [0],
2026-02-21T08:43:58.1447869Z  'range_unroll_factors': [0],
2026-02-21T08:43:58.1448105Z  'range_warp_specializes': [],
2026-02-21T08:43:58.1448327Z  'reduction_loops': [None]}
2026-02-21T08:43:58.1471784Z [174s] Fitting surrogate: 354 points, 354 targets
2026-02-21T08:43:59.8108934Z [175s] Generation 4 starting: 72 neighbors, 5 active search path(s)
2026-02-21T08:44:34.9660426Z [211s] Timeout after 30s compiling Config(block_sizes=[2], indexing=['tensor_descriptor', 'pointer', 'tensor_descriptor', 'tensor_descriptor', 'pointer', 'pointer', 'tensor_descriptor', 'pointer'], load_eviction_policies=['', 'last', 'last', '', ''], num_stages=4, num_warps=1, pid_type='flat', range_flattens=[None], range_multi_buffers=[None], range_num_stages=[0], range_unroll_factors=[0], range_warp_specializes=[], reduction_loops=[16384])
2026-02-21T08:44:34.9679509Z Generation 4: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 75/75 0.3 configs/s
2026-02-21T08:44:38.8703847Z Generation 4: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━ 75/75 19.2 configs/s
2026-02-21T08:44:55.3633588Z Generation 4: verifying top configs 100% ━━━━━━━━━━━━━━ 1000/1000 60.8 configs/s
2026-02-21T08:44:55.9577513Z [232s] Generation 4 complete: 
2026-02-21T08:44:55.9577806Z error=10
2026-02-21T08:44:55.9577984Z timeout=1
2026-02-21T08:44:55.9578198Z ok=66
2026-02-21T08:44:55.9578362Z min=0.1828
2026-02-21T08:44:55.9578538Z mid=0.2033
2026-02-21T08:44:55.9578716Z max=0.7029
2026-02-21T08:44:55.9578902Z best={'block_sizes': [1],
2026-02-21T08:44:55.9579305Z  'indexing': ['pointer', 'pointer', 'pointer', 'pointer', 'pointer', 'pointer', 'pointer',
2026-02-21T08:44:55.9579748Z               'pointer'],
2026-02-21T08:44:55.9580051Z  'load_eviction_policies': ['', 'last', 'last', 'first', ''],
2026-02-21T08:44:55.9580373Z  'num_stages': 1,
2026-02-21T08:44:55.9580565Z  'num_warps': 32,
2026-02-21T08:44:55.9580754Z  'pid_type': 'flat',
2026-02-21T08:44:55.9580965Z  'range_flattens': [None],
2026-02-21T08:44:55.9581193Z  'range_multi_buffers': [None],
2026-02-21T08:44:55.9581434Z  'range_num_stages': [0],
2026-02-21T08:44:55.9581656Z  'range_unroll_factors': [0],
2026-02-21T08:44:55.9581917Z  'range_warp_specializes': [],
2026-02-21T08:44:55.9582152Z  'reduction_loops': [None]}
2026-02-21T08:44:55.9608264Z [232s] Fitting surrogate: 431 points, 431 targets
2026-02-21T08:44:57.0117879Z [233s] Generation 5 starting: 66 neighbors, 5 active search path(s)
2026-02-21T08:45:02.5143247Z Generation 5: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━ 69/69 19.0 configs/s
2026-02-21T08:45:06.2877594Z Generation 5: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━ 69/69 18.5 configs/s
2026-02-21T08:45:23.1774575Z Generation 5: verifying top configs 100% ━━━━━━━━━━━━━━ 1000/1000 61.3 configs/s
2026-02-21T08:45:23.7802969Z [259s] Generation 5 complete: 
2026-02-21T08:45:23.7805806Z error=7
2026-02-21T08:45:23.7806165Z ok=64
2026-02-21T08:45:23.7806406Z min=0.1832
2026-02-21T08:45:23.7806615Z mid=0.1906
2026-02-21T08:45:23.7806796Z max=0.5023
2026-02-21T08:45:23.7806988Z best={'block_sizes': [1],
2026-02-21T08:45:23.7807463Z  'indexing': ['pointer', 'pointer', 'pointer', 'pointer', 'pointer', 'pointer', 'pointer',
2026-02-21T08:45:23.7807928Z               'pointer'],
2026-02-21T08:45:23.7808553Z  'load_eviction_policies': ['', 'last', 'last', 'first', ''],
2026-02-21T08:45:23.7808910Z  'num_stages': 1,
2026-02-21T08:45:23.7809123Z  'num_warps': 32,
2026-02-21T08:45:23.7809317Z  'pid_type': 'flat',
2026-02-21T08:45:23.7809536Z  'range_flattens': [None],
2026-02-21T08:45:23.7809777Z  'range_multi_buffers': [None],
2026-02-21T08:45:23.7810115Z  'range_num_stages': [0],
2026-02-21T08:45:23.7810357Z  'range_unroll_factors': [0],
2026-02-21T08:45:23.7810612Z  'range_warp_specializes': [],
2026-02-21T08:45:23.7810865Z  'reduction_loops': [None]}
2026-02-21T08:45:23.7831884Z [259s] Fitting surrogate: 502 points, 502 targets
2026-02-21T08:45:24.7900934Z [260s] Generation 6 starting: 62 neighbors, 5 active search path(s)
2026-02-21T08:45:29.9565642Z Generation 6: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━ 65/65 33.6 configs/s
2026-02-21T08:45:33.2496835Z Generation 6: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━ 65/65 20.1 configs/s
2026-02-21T08:45:47.2053435Z Generation 6: verifying top configs 100% ━━━━━━━━━━━━━━ 1000/1000 71.8 configs/s
2026-02-21T08:45:47.7408511Z [283s] Generation 6 complete: 
2026-02-21T08:45:47.7411991Z error=11
2026-02-21T08:45:47.7412371Z ok=56
2026-02-21T08:45:47.7412718Z min=0.1834
2026-02-21T08:45:47.7413046Z mid=0.1889
2026-02-21T08:45:47.7413313Z max=1.2318
2026-02-21T08:45:47.7413491Z best={'block_sizes': [1],
2026-02-21T08:45:47.7413922Z  'indexing': ['pointer', 'tensor_descriptor', 'pointer', 'pointer', 'pointer', 'pointer', 'pointer',
2026-02-21T08:45:47.7414705Z               'pointer'],
2026-02-21T08:45:47.7414990Z  'load_eviction_policies': ['', 'last', 'last', 'first', ''],
2026-02-21T08:45:47.7415303Z  'num_stages': 1,
2026-02-21T08:45:47.7415484Z  'num_warps': 32,
2026-02-21T08:45:47.7415658Z  'pid_type': 'flat',
2026-02-21T08:45:47.7415853Z  'range_flattens': [None],
2026-02-21T08:45:47.7416062Z  'range_multi_buffers': [None],
2026-02-21T08:45:47.7416617Z  'range_num_stages': [0],
2026-02-21T08:45:47.7416853Z  'range_unroll_factors': [0],
2026-02-21T08:45:47.7417086Z  'range_warp_specializes': [],
2026-02-21T08:45:47.7417306Z  'reduction_loops': [None]}
2026-02-21T08:45:47.7454232Z [283s] Fitting surrogate: 569 points, 569 targets
2026-02-21T08:45:48.8255591Z [285s] Generation 7 starting: 68 neighbors, 5 active search path(s)
2026-02-21T08:45:57.6421784Z Generation 7: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 70/70 1.2 configs/s
2026-02-21T08:46:01.6216097Z Generation 7: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━ 70/70 17.8 configs/s
2026-02-21T08:46:18.5648676Z Generation 7: verifying top configs 100% ━━━━━━━━━━━━━━ 1000/1000 59.2 configs/s
2026-02-21T08:46:19.1965714Z [315s] Generation 7 complete: 
2026-02-21T08:46:19.1966138Z error=4
2026-02-21T08:46:19.1966426Z ok=69
2026-02-21T08:46:19.1966701Z min=0.1835
2026-02-21T08:46:19.1966988Z mid=0.1868
2026-02-21T08:46:19.1967248Z max=0.8164
2026-02-21T08:46:19.1967545Z best={'block_sizes': [1],
2026-02-21T08:46:19.1968342Z  'indexing': ['tensor_descriptor', 'pointer', 'pointer', 'tensor_descriptor', 'pointer', 'pointer',
2026-02-21T08:46:19.1969182Z               'tensor_descriptor', 'pointer'],
2026-02-21T08:46:19.1969772Z  'load_eviction_policies': ['', 'last', 'last', '', ''],
2026-02-21T08:46:19.1970416Z  'num_stages': 4,
2026-02-21T08:46:19.1970733Z  'num_warps': 8,
2026-02-21T08:46:19.1971039Z  'pid_type': 'flat',
2026-02-21T08:46:19.1971381Z  'range_flattens': [None],
2026-02-21T08:46:19.1971752Z  'range_multi_buffers': [None],
2026-02-21T08:46:19.1972139Z  'range_num_stages': [0],
2026-02-21T08:46:19.1972498Z  'range_unroll_factors': [0],
2026-02-21T08:46:19.1972892Z  'range_warp_specializes': [],
2026-02-21T08:46:19.1973281Z  'reduction_loops': [None]}
2026-02-21T08:46:19.2003214Z [315s] Fitting surrogate: 642 points, 642 targets
2026-02-21T08:46:19.8045947Z [315s] Generation 8 starting: 34 neighbors, 3 active search path(s)
2026-02-21T08:46:23.1793223Z Generation 8: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 36/36 8.2 configs/s
2026-02-21T08:46:25.1057705Z Generation 8: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━ 36/36 19.2 configs/s
2026-02-21T08:46:33.7910005Z Generation 8: verifying top configs 100% ━━━━━━━━━━━━━━ 1000/1000 124.3         
2026-02-21T08:46:33.7910556Z                                                                   configs/s     
2026-02-21T08:46:34.1205765Z [330s] Generation 8 complete: 
2026-02-21T08:46:34.1206226Z error=4
2026-02-21T08:46:34.1206513Z ok=34
2026-02-21T08:46:34.1206779Z min=0.1829
2026-02-21T08:46:34.1207063Z mid=0.2272
2026-02-21T08:46:34.1207322Z max=0.9626
2026-02-21T08:46:34.1207634Z best={'block_sizes': [1],
2026-02-21T08:46:34.1208364Z  'indexing': ['pointer', 'tensor_descriptor', 'pointer', 'tensor_descriptor', 'pointer', 'pointer',
2026-02-21T08:46:34.1209151Z               'pointer', 'pointer'],
2026-02-21T08:46:34.1209677Z  'load_eviction_policies': ['', 'last', '', 'first', ''],
2026-02-21T08:46:34.1210355Z  'num_stages': 2,
2026-02-21T08:46:34.1210690Z  'num_warps': 8,
2026-02-21T08:46:34.1211040Z  'pid_type': 'flat',
2026-02-21T08:46:34.1211397Z  'range_flattens': [None],
2026-02-21T08:46:34.1211768Z  'range_multi_buffers': [None],
2026-02-21T08:46:34.1212744Z  'range_num_stages': [0],
2026-02-21T08:46:34.1213113Z  'range_unroll_factors': [0],
2026-02-21T08:46:34.1213508Z  'range_warp_specializes': [],
2026-02-21T08:46:34.1213902Z  'reduction_loops': [None]}
2026-02-21T08:46:34.1236135Z [330s] Fitting surrogate: 680 points, 680 targets
2026-02-21T08:46:34.7662766Z [330s] Generation 9 starting: 36 neighbors, 3 active search path(s)
2026-02-21T08:46:38.2190502Z Generation 9: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━ 37/37 12.5 configs/s
2026-02-21T08:46:40.3932614Z Generation 9: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━ 37/37 17.4 configs/s
2026-02-21T08:46:47.3724878Z Generation 9: verifying top configs 100% ━━━━━━━━━━━━━━ 1000/1000 143.0         
2026-02-21T08:46:47.3725398Z                                                                   configs/s     
2026-02-21T08:46:47.6746782Z [343s] Generation 9 complete: 
2026-02-21T08:46:47.6747315Z error=1
2026-02-21T08:46:47.6747591Z ok=38
2026-02-21T08:46:47.6747869Z min=0.1833
2026-02-21T08:46:47.6748166Z mid=0.1915
2026-02-21T08:46:47.6748427Z max=0.9418
2026-02-21T08:46:47.6748715Z best={'block_sizes': [1],
2026-02-21T08:46:47.6749401Z  'indexing': ['tensor_descriptor', 'pointer', 'tensor_descriptor', 'pointer', 'pointer',
2026-02-21T08:46:47.6750206Z               'tensor_descriptor', 'pointer', 'pointer'],
2026-02-21T08:46:47.6750830Z  'load_eviction_policies': ['', 'last', 'last', 'last', 'last'],
2026-02-21T08:46:47.6751362Z  'num_stages': 7,
2026-02-21T08:46:47.6751684Z  'num_warps': 32,
2026-02-21T08:46:47.6751994Z  'pid_type': 'flat',
2026-02-21T08:46:47.6752327Z  'range_flattens': [None],
2026-02-21T08:46:47.6752703Z  'range_multi_buffers': [None],
2026-02-21T08:46:47.6753083Z  'range_num_stages': [0],
2026-02-21T08:46:47.6753451Z  'range_unroll_factors': [0],
2026-02-21T08:46:47.6753844Z  'range_warp_specializes': [],
2026-02-21T08:46:47.6754779Z  'reduction_loops': [None]}
2026-02-21T08:46:47.6789400Z [343s] Fitting surrogate: 719 points, 719 targets
2026-02-21T08:46:48.0559713Z [344s] Generation 10 starting: 18 neighbors, 2 active search path(s)
2026-02-21T08:46:49.7450429Z Generation 10: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━ 19/19 21.1 configs/s
2026-02-21T08:46:50.8272525Z Generation 10: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━ 19/19 18.4 configs/s
2026-02-21T08:46:55.8459297Z Generation 10: verifying top configs 100% ━━━━━━━━━━━━━ 1000/1000 197.9         
2026-02-21T08:46:55.8459855Z                                                                   configs/s     
2026-02-21T08:46:56.0781530Z [352s] Generation 10 complete: 
2026-02-21T08:46:56.0781787Z error=1
2026-02-21T08:46:56.0781951Z ok=19
2026-02-21T08:46:56.0782130Z min=0.1831
2026-02-21T08:46:56.0782298Z mid=0.1858
2026-02-21T08:46:56.0782467Z max=0.8272
2026-02-21T08:46:56.0782645Z best={'block_sizes': [1],
2026-02-21T08:46:56.0783089Z  'indexing': ['tensor_descriptor', 'pointer', 'tensor_descriptor', 'pointer', 'pointer',
2026-02-21T08:46:56.0783580Z               'tensor_descriptor', 'pointer', 'pointer'],
2026-02-21T08:46:56.0784593Z  'load_eviction_policies': ['', 'last', 'last', '', 'last'],
2026-02-21T08:46:56.0784920Z  'num_stages': 7,
2026-02-21T08:46:56.0785107Z  'num_warps': 32,
2026-02-21T08:46:56.0785298Z  'pid_type': 'flat',
2026-02-21T08:46:56.0785498Z  'range_flattens': [None],
2026-02-21T08:46:56.0785727Z  'range_multi_buffers': [None],
2026-02-21T08:46:56.0785957Z  'range_num_stages': [0],
2026-02-21T08:46:56.0786178Z  'range_unroll_factors': [0],
2026-02-21T08:46:56.0786412Z  'range_warp_specializes': [],
2026-02-21T08:46:56.0786648Z  'reduction_loops': [None]}
2026-02-21T08:46:56.0818753Z [352s] Fitting surrogate: 739 points, 739 targets
2026-02-21T08:46:56.4558102Z [352s] Generation 11 starting: 17 neighbors, 2 active search path(s)
2026-02-21T08:46:57.8208258Z Generation 11: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━ 17/17 32.5 configs/s
2026-02-21T08:46:58.8155764Z Generation 11: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━ 17/17 17.9 configs/s
2026-02-21T08:47:03.7542224Z Generation 11: verifying top configs 100% ━━━━━━━━━━━━━ 1000/1000 201.2         
2026-02-21T08:47:03.7542748Z                                                                   configs/s     
2026-02-21T08:47:03.9896970Z [360s] Generation 11 complete: 
2026-02-21T08:47:03.9897221Z ok=19
2026-02-21T08:47:03.9897396Z min=0.1831
2026-02-21T08:47:03.9897566Z mid=0.1860
2026-02-21T08:47:03.9897735Z max=0.8275
2026-02-21T08:47:03.9897914Z best={'block_sizes': [1],
2026-02-21T08:47:03.9898357Z  'indexing': ['pointer', 'pointer', 'pointer', 'pointer', 'pointer', 'tensor_descriptor', 'pointer',
2026-02-21T08:47:03.9898843Z               'tensor_descriptor'],
2026-02-21T08:47:03.9899168Z  'load_eviction_policies': ['', 'last', 'last', 'first', ''],
2026-02-21T08:47:03.9899499Z  'num_stages': 2,
2026-02-21T08:47:03.9899687Z  'num_warps': 32,
2026-02-21T08:47:03.9899894Z  'pid_type': 'flat',
2026-02-21T08:47:03.9900098Z  'range_flattens': [None],
2026-02-21T08:47:03.9900340Z  'range_multi_buffers': [None],
2026-02-21T08:47:03.9900589Z  'range_num_stages': [0],
2026-02-21T08:47:03.9900829Z  'range_unroll_factors': [0],
2026-02-21T08:47:03.9901073Z  'range_warp_specializes': [],
2026-02-21T08:47:03.9901309Z  'reduction_loops': [None]}
2026-02-21T08:47:03.9934355Z [360s] Fitting surrogate: 758 points, 758 targets
2026-02-21T08:47:04.3789593Z [360s] Generation 12 starting: 17 neighbors, 2 active search path(s)
2026-02-21T08:47:06.9369410Z Generation 12: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━ 18/18 4.1 configs/s
2026-02-21T08:47:07.8860827Z Generation 12: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━ 18/18 20.1 configs/s
2026-02-21T08:47:12.3884950Z Generation 12: verifying top configs 100% ━━━━━━━━━━━━━ 1000/1000 220.4         
2026-02-21T08:47:12.3887330Z                                                                   configs/s     
2026-02-21T08:47:12.6070504Z [368s] Generation 12 complete: 
2026-02-21T08:47:12.6070750Z error=2
2026-02-21T08:47:12.6070916Z ok=17
2026-02-21T08:47:12.6071086Z min=0.1833
2026-02-21T08:47:12.6071275Z mid=0.1855
2026-02-21T08:47:12.6071452Z max=0.8273
2026-02-21T08:47:12.6071662Z best={'block_sizes': [1],
2026-02-21T08:47:12.6072491Z  'indexing': ['pointer', 'pointer', 'pointer', 'pointer', 'pointer', 'tensor_descriptor', 'pointer',
2026-02-21T08:47:12.6073336Z               'tensor_descriptor'],
2026-02-21T08:47:12.6073866Z  'load_eviction_policies': ['', 'last', 'last', 'first', ''],
2026-02-21T08:47:12.6074885Z  'num_stages': 2,
2026-02-21T08:47:12.6075208Z  'num_warps': 32,
2026-02-21T08:47:12.6075517Z  'pid_type': 'flat',
2026-02-21T08:47:12.6075857Z  'range_flattens': [None],
2026-02-21T08:47:12.6076219Z  'range_multi_buffers': [None],
2026-02-21T08:47:12.6076610Z  'range_num_stages': [0],
2026-02-21T08:47:12.6076966Z  'range_unroll_factors': [0],
2026-02-21T08:47:12.6077352Z  'range_warp_specializes': [],
2026-02-21T08:47:12.6077746Z  'reduction_loops': [None]}
2026-02-21T08:47:12.6108664Z [368s] Fitting surrogate: 777 points, 777 targets
2026-02-21T08:47:12.8681664Z [369s] Generation 13 starting: 9 neighbors, 1 active search path(s)
2026-02-21T08:47:13.8684903Z Generation 13: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━ 10/10 9.5 configs/s
2026-02-21T08:47:14.4055171Z Generation 13: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━ 10/10 20.7 configs/s
2026-02-21T08:47:17.1601484Z Generation 13: verifying top configs 100% ━━━━━━━━━━━━━ 1000/1000 356.7         
2026-02-21T08:47:17.1602024Z                                                                   configs/s     
2026-02-21T08:47:17.3220847Z [373s] Generation 13 complete: 
2026-02-21T08:47:17.3221115Z error=1
2026-02-21T08:47:17.3221284Z ok=10
2026-02-21T08:47:17.3221439Z min=0.1854
2026-02-21T08:47:17.3221618Z mid=0.1890
2026-02-21T08:47:17.3221778Z max=0.2302
2026-02-21T08:47:17.3221958Z best={'block_sizes': [1],
2026-02-21T08:47:17.3222897Z  'indexing': ['pointer', 'pointer', 'pointer', 'pointer', 'pointer', 'tensor_descriptor', 'pointer',
2026-02-21T08:47:17.3223407Z               'tensor_descriptor'],
2026-02-21T08:47:17.3223731Z  'load_eviction_policies': ['', 'last', 'last', 'first', ''],
2026-02-21T08:47:17.3224421Z  'num_stages': 2,
2026-02-21T08:47:17.3224623Z  'num_warps': 32,
2026-02-21T08:47:17.3224818Z  'pid_type': 'flat',
2026-02-21T08:47:17.3225031Z  'range_flattens': [None],
2026-02-21T08:47:17.3225255Z  'range_multi_buffers': [None],
2026-02-21T08:47:17.3225497Z  'range_num_stages': [0],
2026-02-21T08:47:17.3225716Z  'range_unroll_factors': [0],
2026-02-21T08:47:17.3225961Z  'range_warp_specializes': [],
2026-02-21T08:47:17.3226195Z  'reduction_loops': [None]}
2026-02-21T08:47:17.3257224Z [373s] Fitting surrogate: 788 points, 788 targets
2026-02-21T08:47:17.5835905Z [373s] Generation 14 starting: 9 neighbors, 1 active search path(s)
2026-02-21T08:47:18.6431711Z Generation 14: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━ 10/10 19.1 configs/s
2026-02-21T08:47:19.2447604Z Generation 14: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━ 10/10 18.0 configs/s
2026-02-21T08:47:21.4307640Z Generation 14: verifying top configs 100% ━━━━━━━━━━━━━ 1000/1000 446.9         
2026-02-21T08:47:21.4308494Z                                                                   configs/s     
2026-02-21T08:47:21.5748013Z [377s] Generation 14 complete: 
2026-02-21T08:47:21.5748351Z ok=11
2026-02-21T08:47:21.5748567Z min=0.1859
2026-02-21T08:47:21.5748765Z mid=0.1866
2026-02-21T08:47:21.5748958Z max=0.8269
2026-02-21T08:47:21.5749161Z best={'block_sizes': [1],
2026-02-21T08:47:21.5749676Z  'indexing': ['tensor_descriptor', 'pointer', 'pointer', 'pointer', 'pointer', 'tensor_descriptor',
2026-02-21T08:47:21.5750263Z               'tensor_descriptor', 'pointer'],
2026-02-21T08:47:21.5750676Z  'load_eviction_policies': ['', 'last', 'last', '', 'last'],
2026-02-21T08:47:21.5751042Z  'num_stages': 8,
2026-02-21T08:47:21.5751264Z  'num_warps': 32,
2026-02-21T08:47:21.5751489Z  'pid_type': 'flat',
2026-02-21T08:47:21.5751736Z  'range_flattens': [None],
2026-02-21T08:47:21.5751997Z  'range_multi_buffers': [None],
2026-02-21T08:47:21.5752265Z  'range_num_stages': [0],
2026-02-21T08:47:21.5752539Z  'range_unroll_factors': [0],
2026-02-21T08:47:21.5752814Z  'range_warp_specializes': [],
2026-02-21T08:47:21.5753081Z  'reduction_loops': [None]}
2026-02-21T08:47:21.5785176Z [377s] Fitting surrogate: 799 points, 799 targets
2026-02-21T08:47:21.7286535Z [377s] Autotuning complete in 377.9s after searching 768 configs.
2026-02-21T08:47:21.7287022Z One can hardcode the best config and skip autotuning with:
2026-02-21T08:47:21.7288886Z     @helion.kernel(config=helion.Config(block_sizes=[1], indexing=['tensor_descriptor', 'pointer', 'pointer', 'pointer', 'pointer', 'tensor_descriptor', 'tensor_descriptor', 'pointer'], load_eviction_policies=['', 'last', 'last', '', 'last'], num_stages=8, num_warps=32, pid_type='flat', range_flattens=[None], range_multi_buffers=[None], range_num_stages=[0], range_unroll_factors=[0], range_warp_specializes=[], reduction_loops=[None]), static_shapes=True)
2026-02-21T08:47:21.7290686Z 
2026-02-21T08:47:21.7291085Z [377s] Code of selected kernel: /tmp/torchinductor_root/v5/cv5b76l6ooyhbc7cqnuvy3m5hpoyue7wi7t53lcrjewfwpepcrbr.py
2026-02-21T08:47:22.9000987Z WARNING:tritonbench.utils.triton_op:Completed input ID 5:
2026-02-21T08:47:22.9001644Z (M, H)
2026-02-21T08:47:22.9001933Z -------------
2026-02-21T08:47:22.9002239Z (2048, 32768)
2026-02-21T08:47:22.9002413Z 
2026-02-21T08:47:22.9002868Z 100%|██████████| 6/6 [29:04<00:00, 314.42s/it]
2026-02-21T08:47:22.9003444Z 100%|██████████| 6/6 [29:04<00:00, 290.74s/it]
2026-02-21T08:47:22.9018689Z INFO:tritonbench.utils.run_utils:[tritonbench] Output result csv to /tmp/tmpgf3pgm78.csv
2026-02-21T08:47:24.3846787Z        (M, H)    liger_rms-speedup    liger_rms-accuracy    torch_compile_rms-speedup    torch_compile_rms-accuracy    helion_rms_norm_tritonbench-speedup    helion_rms_norm_tritonbench-accuracy
2026-02-21T08:47:24.3848310Z -------------  -------------------  --------------------  ---------------------------  ----------------------------  -------------------------------------  --------------------------------------
2026-02-21T08:47:24.3849197Z  (2048, 1024)              3.7702                      1                      3.8079                              1                                4.75259                                       1
2026-02-21T08:47:24.3849986Z  (2048, 2048)              3.59234                     1                      3.97777                             1                                3.68045                                       1
2026-02-21T08:47:24.3850689Z  (2048, 4096)              4.27762                     1                      4.18095                             1                                4.27005                                       1
2026-02-21T08:47:24.3851388Z  (2048, 8192)              4.0763                      1                      4.07632                             1                                4.05699                                       1
2026-02-21T08:47:24.3852104Z (2048, 16384)              3.95682                     1                      3.98343                             1                                3.93825                                       1
2026-02-21T08:47:24.3852808Z (2048, 32768)              3.58876                     1                      3.89887                             1                                3.90674                                       1
2026-02-21T08:47:24.3853524Z       average              3.87701                     1                      3.98754                             1                                4.10085                                       1
2026-02-21T08:49:33.1489583Z Using num_inputs=20 for rms_norm
2026-02-21T08:49:33.6781009Z Running rms_norm benchmark with Helion implementation...
2026-02-21T08:49:33.6781299Z 
2026-02-21T08:49:33.9129356Z Warning: Requested 20 inputs but only 6 available. Using all available inputs.
2026-02-21T08:49:33.9130090Z Equally-spaced-k mode: Selected 6 equally spaced inputs (total available: 6)
2026-02-21T08:49:33.9130650Z WARNING:tritonbench.utils.triton_op:Input IDs to run: [0, 1, 2, 3, 4, 5]
2026-02-21T08:49:33.9136674Z 
2026-02-21T08:49:33.9145568Z   0%|          | 0/6 [00:00<?, ?it/s]WARNING:tritonbench.utils.triton_op:Running input ID 0:
2026-02-21T08:49:33.9145964Z (M, H)
2026-02-21T08:49:33.9146135Z ------------
2026-02-21T08:49:33.9146325Z (2048, 1024)
2026-02-21T08:49:33.9177843Z INFO:tritonbench.utils.triton_op:Took 2.92ms to get benchmark function for llama_rms
2026-02-21T08:49:35.5315525Z INFO:tritonbench.utils.triton_op:Took 0.39ms to get benchmark function for liger_rms
2026-02-21T08:49:37.0573934Z INFO:tritonbench.utils.triton_op:Took 50.79ms to get benchmark function for torch_compile_rms
2026-02-21T08:49:38.6720867Z WARNING:__main__:Input tensor metadata:
2026-02-21T08:49:38.6721405Z { 'args': ( 1024,
2026-02-21T08:49:38.6721762Z             { 'device': 'cuda:0',
2026-02-21T08:49:38.6722219Z               'dtype': 'torch.float32',
2026-02-21T08:49:38.6722659Z               'shape': (2048, 1024),
2026-02-21T08:49:38.6723061Z               'stride': (1024, 1)},
2026-02-21T08:49:38.6724682Z             { 'device': 'cuda:0',
2026-02-21T08:49:38.6724959Z               'dtype': 'torch.float32',
2026-02-21T08:49:38.6725241Z               'shape': (1024,),
2026-02-21T08:49:38.6725485Z               'stride': (1,)}),
2026-02-21T08:49:38.6725715Z   'kwargs': {}}
2026-02-21T08:49:38.6726192Z INFO:tritonbench.utils.triton_op:Took 1.14ms to get benchmark function for helion_rms_norm_tritonbench
2026-02-21T08:49:38.8835376Z [0s] Autotune random seed: 2137247725
2026-02-21T08:49:38.9116977Z [0s] Starting LFBOPatternSearch with initial_population=FROM_RANDOM, copies=5, max_generations=20, similarity_penalty=1.0
2026-02-21T08:50:42.7416928Z [63s] Timeout after 60s compiling Config(block_sizes=[256], indexing=['tensor_descriptor', 'tensor_descriptor', 'pointer', 'tensor_descriptor', 'tensor_descriptor', 'tensor_descriptor', 'pointer', 'pointer'], load_eviction_policies=['', 'last', 'last', '', 'first'], maxnreg=64, num_sm_multiplier=32, num_stages=5, num_warps=1, pid_type='persistent_interleaved', range_flattens=[False], range_multi_buffers=[None], range_num_stages=[2], range_unroll_factors=[2], range_warp_specializes=[], reduction_loops=[128])
2026-02-21T08:50:43.7002778Z [64s] Timeout after 60s compiling Config(block_sizes=[1024], indexing=['tensor_descriptor', 'tensor_descriptor', 'tensor_descriptor', 'tensor_descriptor', 'pointer', 'tensor_descriptor', 'tensor_descriptor', 'pointer'], load_eviction_policies=['', '', 'last', 'last', 'first'], maxnreg=128, num_sm_multiplier=4, num_stages=5, num_warps=2, pid_type='persistent_interleaved', range_flattens=[False], range_multi_buffers=[False], range_num_stages=[2], range_unroll_factors=[4], range_warp_specializes=[], reduction_loops=[64])
2026-02-21T08:50:43.7026918Z Initial population precompiling 100% ━━━━━━━━━━━━━━━━━━━━━ 100/100 0.1 configs/s
2026-02-21T08:50:49.8426924Z Initial population exploring neighbors 100% ━━━━━━━━━━━━━ 100/100 16.4 configs/s
2026-02-21T08:50:49.8438204Z [70s] Adaptive compile timeout: 30s (90% percentile=2.5s, bounds=[30.0s, 60s])
2026-02-21T08:50:51.6217332Z Verifying initial results 100% ━━━━━━━━━━━━━━━━━━━━━━━ 1000/1000 573.1 configs/s
2026-02-21T08:50:51.7583659Z [72s] Initial random population of 100, 5 starting points: 
2026-02-21T08:50:51.7584168Z error=5
2026-02-21T08:50:51.7584343Z timeout=2
2026-02-21T08:50:51.7584505Z ok=93
2026-02-21T08:50:51.7584669Z min=0.0108
2026-02-21T08:50:51.7584863Z mid=0.0508
2026-02-21T08:50:51.7585078Z max=0.7652
2026-02-21T08:50:51.7585297Z best={'block_sizes': [1],
2026-02-21T08:50:51.7585802Z  'indexing': ['pointer', 'pointer', 'pointer', 'pointer', 'pointer', 'pointer', 'pointer',
2026-02-21T08:50:51.7586301Z               'pointer'],
2026-02-21T08:50:51.7586591Z  'load_eviction_policies': ['', '', '', '', ''],
2026-02-21T08:50:51.7586890Z  'num_stages': 1,
2026-02-21T08:50:51.7587087Z  'num_warps': 4,
2026-02-21T08:50:51.7587342Z  'pid_type': 'flat',
2026-02-21T08:50:51.7587581Z  'range_flattens': [None],
2026-02-21T08:50:51.7587838Z  'range_multi_buffers': [None],
2026-02-21T08:50:51.7588108Z  'range_num_stages': [0],
2026-02-21T08:50:51.7588344Z  'range_unroll_factors': [0],
2026-02-21T08:50:51.7588593Z  'range_warp_specializes': [],
2026-02-21T08:50:51.7588843Z  'reduction_loops': [None]}
2026-02-21T08:50:51.7606439Z [72s] Fitting surrogate: 100 points, 100 targets
2026-02-21T08:50:52.8960752Z [73s] Generation 1 starting: 72 neighbors, 5 active search path(s)
2026-02-21T08:50:56.8012452Z Generation 1: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━ 75/75 19.9 configs/s
2026-02-21T08:51:01.7516765Z Generation 1: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━ 75/75 15.3 configs/s
2026-02-21T08:51:08.6462690Z Generation 1: verifying top configs 100% ━━━━━━━━━━━━━━ 1000/1000 153.6         
2026-02-21T08:51:08.6463189Z                                                                   configs/s     
2026-02-21T08:51:09.2154495Z [90s] Generation 1 complete: 
2026-02-21T08:51:09.2154785Z ok=77
2026-02-21T08:51:09.2154984Z min=0.0103
2026-02-21T08:51:09.2155172Z mid=0.0156
2026-02-21T08:51:09.2155783Z max=0.0452
2026-02-21T08:51:09.2155981Z best={'block_sizes': [1],
2026-02-21T08:51:09.2156450Z  'indexing': ['pointer', 'pointer', 'pointer', 'tensor_descriptor', 'pointer', 'pointer', 'pointer',
2026-02-21T08:51:09.2156975Z               'pointer'],
2026-02-21T08:51:09.2157259Z  'load_eviction_policies': ['', '', '', '', ''],
2026-02-21T08:51:09.2157567Z  'num_stages': 1,
2026-02-21T08:51:09.2157759Z  'num_warps': 4,
2026-02-21T08:51:09.2157960Z  'pid_type': 'flat',
2026-02-21T08:51:09.2158171Z  'range_flattens': [None],
2026-02-21T08:51:09.2158423Z  'range_multi_buffers': [None],
2026-02-21T08:51:09.2158683Z  'range_num_stages': [0],
2026-02-21T08:51:09.2158929Z  'range_unroll_factors': [0],
2026-02-21T08:51:09.2159186Z  'range_warp_specializes': [],
2026-02-21T08:51:09.2159425Z  'reduction_loops': [None]}
2026-02-21T08:51:09.2174576Z [90s] Fitting surrogate: 177 points, 177 targets
2026-02-21T08:51:09.9829329Z [91s] Generation 2 starting: 48 neighbors, 5 active search path(s)
2026-02-21T08:51:12.4046010Z Generation 2: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━ 49/49 53.4 configs/s
2026-02-21T08:51:15.4801141Z Generation 2: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━ 49/49 16.1 configs/s
2026-02-21T08:51:20.8895998Z Generation 2: verifying top configs 100% ━━━━━━━━━━━━━━ 1000/1000 198.4         
2026-02-21T08:51:20.8896500Z                                                                   configs/s     
2026-02-21T08:51:21.3469954Z [102s] Generation 2 complete: 
2026-02-21T08:51:21.3470229Z ok=53
2026-02-21T08:51:21.3470410Z min=0.0103
2026-02-21T08:51:21.3470587Z mid=0.0110
2026-02-21T08:51:21.3470762Z max=0.0301
2026-02-21T08:51:21.3470940Z best={'block_sizes': [1],
2026-02-21T08:51:21.3471360Z  'indexing': ['pointer', 'pointer', 'pointer', 'tensor_descriptor', 'pointer', 'pointer',
2026-02-21T08:51:21.3471869Z               'tensor_descriptor', 'pointer'],
2026-02-21T08:51:21.3472192Z  'load_eviction_policies': ['', '', '', '', ''],
2026-02-21T08:51:21.3472483Z  'num_stages': 1,
2026-02-21T08:51:21.3472695Z  'num_warps': 4,
2026-02-21T08:51:21.3472890Z  'pid_type': 'flat',
2026-02-21T08:51:21.3473114Z  'range_flattens': [None],
2026-02-21T08:51:21.3473356Z  'range_multi_buffers': [None],
2026-02-21T08:51:21.3473593Z  'range_num_stages': [0],
2026-02-21T08:51:21.3473835Z  'range_unroll_factors': [0],
2026-02-21T08:51:21.3474250Z  'range_warp_specializes': [],
2026-02-21T08:51:21.3474494Z  'reduction_loops': [None]}
2026-02-21T08:51:21.3486054Z [102s] Fitting surrogate: 230 points, 230 targets
2026-02-21T08:51:22.0976089Z [103s] Generation 3 starting: 47 neighbors, 5 active search path(s)
2026-02-21T08:51:24.2614601Z Generation 3: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 47/47 - configs/s
2026-02-21T08:51:27.1686756Z Generation 3: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━ 47/47 16.4 configs/s
2026-02-21T08:51:32.4996675Z Generation 3: verifying top configs 100% ━━━━━━━━━━━━━━ 1000/1000 191.2         
2026-02-21T08:51:32.4997278Z                                                                   configs/s     
2026-02-21T08:51:32.9807137Z [114s] Generation 3 complete: 
2026-02-21T08:51:32.9807410Z ok=52
2026-02-21T08:51:32.9807602Z min=0.0102
2026-02-21T08:51:32.9807788Z mid=0.0107
2026-02-21T08:51:32.9807956Z max=0.0169
2026-02-21T08:51:32.9808146Z best={'block_sizes': [1],
2026-02-21T08:51:32.9808576Z  'indexing': ['pointer', 'pointer', 'tensor_descriptor', 'pointer', 'tensor_descriptor',
2026-02-21T08:51:32.9809072Z               'tensor_descriptor', 'pointer', 'pointer'],
2026-02-21T08:51:32.9809466Z  'load_eviction_policies': ['last', 'last', '', 'first', ''],
2026-02-21T08:51:32.9809805Z  'num_stages': 5,
2026-02-21T08:51:32.9810016Z  'num_warps': 4,
2026-02-21T08:51:32.9810305Z  'pid_type': 'flat',
2026-02-21T08:51:32.9810528Z  'range_flattens': [None],
2026-02-21T08:51:32.9810762Z  'range_multi_buffers': [None],
2026-02-21T08:51:32.9811404Z  'range_num_stages': [0],
2026-02-21T08:51:32.9811676Z  'range_unroll_factors': [0],
2026-02-21T08:51:32.9811939Z  'range_warp_specializes': [],
2026-02-21T08:51:32.9812198Z  'reduction_loops': [None]}
2026-02-21T08:51:32.9831038Z [114s] Fitting surrogate: 282 points, 282 targets
2026-02-21T08:51:33.7378105Z [114s] Generation 4 starting: 47 neighbors, 5 active search path(s)
2026-02-21T08:51:35.8447966Z Generation 4: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━ 47/47 52.0 configs/s
2026-02-21T08:51:38.7101035Z Generation 4: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━ 47/47 16.6 configs/s
2026-02-21T08:51:44.3959966Z Generation 4: verifying top configs 100% ━━━━━━━━━━━━━━ 1000/1000 188.5         
2026-02-21T08:51:44.3960514Z                                                                   configs/s     
2026-02-21T08:51:44.8835884Z [125s] Generation 4 complete: 
2026-02-21T08:51:44.8836163Z ok=52
2026-02-21T08:51:44.8836347Z min=0.0101
2026-02-21T08:51:44.8836524Z mid=0.0106
2026-02-21T08:51:44.8836723Z max=0.0194
2026-02-21T08:51:44.8836911Z best={'block_sizes': [1],
2026-02-21T08:51:44.8837342Z  'indexing': ['pointer', 'pointer', 'tensor_descriptor', 'pointer', 'tensor_descriptor',
2026-02-21T08:51:44.8837873Z               'tensor_descriptor', 'pointer', 'pointer'],
2026-02-21T08:51:44.8838281Z  'load_eviction_policies': ['last', 'last', '', 'first', ''],
2026-02-21T08:51:44.8838624Z  'num_stages': 5,
2026-02-21T08:51:44.8838817Z  'num_warps': 4,
2026-02-21T08:51:44.8839036Z  'pid_type': 'flat',
2026-02-21T08:51:44.8839270Z  'range_flattens': [None],
2026-02-21T08:51:44.8839511Z  'range_multi_buffers': [None],
2026-02-21T08:51:44.8839754Z  'range_num_stages': [0],
2026-02-21T08:51:44.8839987Z  'range_unroll_factors': [0],
2026-02-21T08:51:44.8840232Z  'range_warp_specializes': [],
2026-02-21T08:51:44.8840481Z  'reduction_loops': [None]}
2026-02-21T08:51:44.8860410Z [125s] Fitting surrogate: 334 points, 334 targets
2026-02-21T08:51:45.6876185Z [126s] Generation 5 starting: 44 neighbors, 5 active search path(s)
2026-02-21T08:51:47.7656362Z Generation 5: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━ 45/45 85.1 configs/s
2026-02-21T08:51:50.5931944Z Generation 5: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━ 45/45 16.1 configs/s
2026-02-21T08:51:55.8186783Z Generation 5: verifying top configs 100% ━━━━━━━━━━━━━━ 1000/1000 206.5         
2026-02-21T08:51:55.8187303Z                                                                   configs/s     
2026-02-21T08:51:56.2670808Z [137s] Generation 5 complete: 
2026-02-21T08:51:56.2671094Z ok=49
2026-02-21T08:51:56.2671281Z min=0.0102
2026-02-21T08:51:56.2671455Z mid=0.0109
2026-02-21T08:51:56.2671622Z max=0.0230
2026-02-21T08:51:56.2671803Z best={'block_sizes': [1],
2026-02-21T08:51:56.2672271Z  'indexing': ['pointer', 'pointer', 'tensor_descriptor', 'tensor_descriptor', 'tensor_descriptor',
2026-02-21T08:51:56.2672854Z               'pointer', 'tensor_descriptor', 'tensor_descriptor'],
2026-02-21T08:51:56.2673309Z  'load_eviction_policies': ['last', 'first', '', 'first', 'last'],
2026-02-21T08:51:56.2673652Z  'num_stages': 7,
2026-02-21T08:51:56.2673845Z  'num_warps': 2,
2026-02-21T08:51:56.2674423Z  'pid_type': 'flat',
2026-02-21T08:51:56.2675077Z  'range_flattens': [None],
2026-02-21T08:51:56.2675318Z  'range_multi_buffers': [None],
2026-02-21T08:51:56.2675555Z  'range_num_stages': [0],
2026-02-21T08:51:56.2675786Z  'range_unroll_factors': [0],
2026-02-21T08:51:56.2676036Z  'range_warp_specializes': [],
2026-02-21T08:51:56.2676288Z  'reduction_loops': [512]}
2026-02-21T08:51:56.2691568Z [137s] Fitting surrogate: 383 points, 383 targets
2026-02-21T08:51:56.9635768Z [138s] Generation 6 starting: 40 neighbors, 5 active search path(s)
2026-02-21T08:51:58.9584531Z Generation 6: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━ 42/42 21.9 configs/s
2026-02-21T08:52:01.6307455Z Generation 6: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━ 42/42 16.0 configs/s
2026-02-21T08:52:05.7869820Z Generation 6: verifying top configs 100% ━━━━━━━━━━━━━━ 1000/1000 245.3         
2026-02-21T08:52:05.7870998Z                                                                   configs/s     
2026-02-21T08:52:06.1512107Z [147s] Generation 6 complete: 
2026-02-21T08:52:06.1512404Z ok=45
2026-02-21T08:52:06.1512596Z min=0.0103
2026-02-21T08:52:06.1512779Z mid=0.0107
2026-02-21T08:52:06.1512943Z max=0.0192
2026-02-21T08:52:06.1513131Z best={'block_sizes': [1],
2026-02-21T08:52:06.1513580Z  'indexing': ['tensor_descriptor', 'pointer', 'tensor_descriptor', 'pointer', 'tensor_descriptor',
2026-02-21T08:52:06.1514490Z               'tensor_descriptor', 'pointer', 'tensor_descriptor'],
2026-02-21T08:52:06.1514911Z  'load_eviction_policies': ['last', 'last', '', 'first', ''],
2026-02-21T08:52:06.1515262Z  'num_stages': 5,
2026-02-21T08:52:06.1515481Z  'num_warps': 4,
2026-02-21T08:52:06.1515679Z  'pid_type': 'flat',
2026-02-21T08:52:06.1515901Z  'range_flattens': [None],
2026-02-21T08:52:06.1516140Z  'range_multi_buffers': [None],
2026-02-21T08:52:06.1516407Z  'range_num_stages': [0],
2026-02-21T08:52:06.1516673Z  'range_unroll_factors': [0],
2026-02-21T08:52:06.1516967Z  'range_warp_specializes': [],
2026-02-21T08:52:06.1517197Z  'reduction_loops': [None]}
2026-02-21T08:52:06.1540648Z [147s] Fitting surrogate: 428 points, 428 targets
2026-02-21T08:52:06.9316647Z [148s] Generation 7 starting: 48 neighbors, 5 active search path(s)
2026-02-21T08:52:09.4152482Z Generation 7: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━ 49/49 23.9 configs/s
2026-02-21T08:52:12.4951818Z Generation 7: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━ 49/49 16.1 configs/s
2026-02-21T08:52:17.8059807Z Generation 7: verifying top configs 100% ━━━━━━━━━━━━━━ 1000/1000 203.3         
2026-02-21T08:52:17.8060311Z                                                                   configs/s     
2026-02-21T08:52:18.2608850Z [159s] Generation 7 complete: 
2026-02-21T08:52:18.2609166Z ok=53
2026-02-21T08:52:18.2609351Z min=0.0102
2026-02-21T08:52:18.2609537Z mid=0.0108
2026-02-21T08:52:18.2609708Z max=0.0525
2026-02-21T08:52:18.2609939Z best={'block_sizes': [1],
2026-02-21T08:52:18.2610499Z  'indexing': ['pointer', 'pointer', 'tensor_descriptor', 'tensor_descriptor', 'tensor_descriptor',
2026-02-21T08:52:18.2611064Z               'pointer', 'tensor_descriptor', 'pointer'],
2026-02-21T08:52:18.2611502Z  'load_eviction_policies': ['last', 'first', '', 'first', 'last'],
2026-02-21T08:52:18.2611850Z  'num_stages': 8,
2026-02-21T08:52:18.2612051Z  'num_warps': 2,
2026-02-21T08:52:18.2612250Z  'pid_type': 'flat',
2026-02-21T08:52:18.2612469Z  'range_flattens': [None],
2026-02-21T08:52:18.2612698Z  'range_multi_buffers': [None],
2026-02-21T08:52:18.2612945Z  'range_num_stages': [0],
2026-02-21T08:52:18.2613170Z  'range_unroll_factors': [0],
2026-02-21T08:52:18.2613421Z  'range_warp_specializes': [],
2026-02-21T08:52:18.2613666Z  'reduction_loops': [512]}
2026-02-21T08:52:18.2631945Z [159s] Fitting surrogate: 481 points, 481 targets
2026-02-21T08:52:19.0848422Z [160s] Generation 8 starting: 50 neighbors, 5 active search path(s)
2026-02-21T08:52:21.6940245Z Generation 8: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━ 51/51 14.5 configs/s
2026-02-21T08:52:24.8206549Z Generation 8: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━ 51/51 16.5 configs/s
2026-02-21T08:52:30.3564300Z Generation 8: verifying top configs 100% ━━━━━━━━━━━━━━ 1000/1000 193.3         
2026-02-21T08:52:30.3564843Z                                                                   configs/s     
2026-02-21T08:52:30.8359837Z [171s] Generation 8 complete: 
2026-02-21T08:52:30.8360113Z ok=55
2026-02-21T08:52:30.8360300Z min=0.0101
2026-02-21T08:52:30.8360484Z mid=0.0104
2026-02-21T08:52:30.8360646Z max=0.0549
2026-02-21T08:52:30.8360832Z best={'block_sizes': [1],
2026-02-21T08:52:30.8361255Z  'indexing': ['tensor_descriptor', 'pointer', 'tensor_descriptor', 'tensor_descriptor',
2026-02-21T08:52:30.8361826Z               'tensor_descriptor', 'pointer', 'tensor_descriptor', 'pointer'],
2026-02-21T08:52:30.8362317Z  'load_eviction_policies': ['last', 'first', '', 'first', 'last'],
2026-02-21T08:52:30.8363063Z  'num_stages': 8,
2026-02-21T08:52:30.8363285Z  'num_warps': 2,
2026-02-21T08:52:30.8363505Z  'pid_type': 'flat',
2026-02-21T08:52:30.8363762Z  'range_flattens': [None],
2026-02-21T08:52:30.8364326Z  'range_multi_buffers': [None],
2026-02-21T08:52:30.8364565Z  'range_num_stages': [0],
2026-02-21T08:52:30.8364785Z  'range_unroll_factors': [0],
2026-02-21T08:52:30.8365029Z  'range_warp_specializes': [],
2026-02-21T08:52:30.8365260Z  'reduction_loops': [512]}
2026-02-21T08:52:30.8385329Z [171s] Fitting surrogate: 536 points, 536 targets
2026-02-21T08:52:31.4583142Z [172s] Generation 9 starting: 34 neighbors, 4 active search path(s)
2026-02-21T08:52:33.0755464Z Generation 9: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━ 34/34 38.2 configs/s
2026-02-21T08:52:35.1755290Z Generation 9: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━ 34/34 16.5 configs/s
2026-02-21T08:52:38.9415535Z Generation 9: verifying top configs 100% ━━━━━━━━━━━━━━ 1000/1000 270.9         
2026-02-21T08:52:38.9416090Z                                                                   configs/s     
2026-02-21T08:52:39.2852801Z [180s] Generation 9 complete: 
2026-02-21T08:52:39.2853068Z ok=38
2026-02-21T08:52:39.2853272Z min=0.0101
2026-02-21T08:52:39.2853453Z mid=0.0103
2026-02-21T08:52:39.2853617Z max=0.0210
2026-02-21T08:52:39.2853802Z best={'block_sizes': [1],
2026-02-21T08:52:39.2854415Z  'indexing': ['tensor_descriptor', 'pointer', 'tensor_descriptor', 'tensor_descriptor',
2026-02-21T08:52:39.2854999Z               'tensor_descriptor', 'pointer', 'tensor_descriptor', 'pointer'],
2026-02-21T08:52:39.2855473Z  'load_eviction_policies': ['last', 'first', '', 'first', 'last'],
2026-02-21T08:52:39.2855820Z  'num_stages': 8,
2026-02-21T08:52:39.2856034Z  'num_warps': 2,
2026-02-21T08:52:39.2856228Z  'pid_type': 'flat',
2026-02-21T08:52:39.2856447Z  'range_flattens': [None],
2026-02-21T08:52:39.2856682Z  'range_multi_buffers': [None],
2026-02-21T08:52:39.2856936Z  'range_num_stages': [0],
2026-02-21T08:52:39.2857178Z  'range_unroll_factors': [0],
2026-02-21T08:52:39.2857422Z  'range_warp_specializes': [],
2026-02-21T08:52:39.2857670Z  'reduction_loops': [512]}
2026-02-21T08:52:39.2880591Z [180s] Fitting surrogate: 574 points, 574 targets
2026-02-21T08:52:39.8672601Z [180s] Generation 10 starting: 31 neighbors, 4 active search path(s)
2026-02-21T08:52:41.4499939Z Generation 10: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━ 31/31 16.7 configs/s
2026-02-21T08:52:43.4011957Z Generation 10: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━ 31/31 16.2 configs/s
2026-02-21T08:52:47.2668127Z Generation 10: verifying top configs 100% ━━━━━━━━━━━━━ 1000/1000 284.9         
2026-02-21T08:52:47.2668650Z                                                                   configs/s     
2026-02-21T08:52:47.5786876Z [188s] Generation 10 complete: 
2026-02-21T08:52:47.5787150Z ok=35
2026-02-21T08:52:47.5787330Z min=0.0102
2026-02-21T08:52:47.5787520Z mid=0.0105
2026-02-21T08:52:47.5800410Z max=0.0194
2026-02-21T08:52:47.5800644Z best={'block_sizes': [1],
2026-02-21T08:52:47.5801088Z  'indexing': ['pointer', 'pointer', 'tensor_descriptor', 'tensor_descriptor', 'tensor_descriptor',
2026-02-21T08:52:47.5801580Z               'tensor_descriptor', 'pointer', 'pointer'],
2026-02-21T08:52:47.5802279Z  'load_eviction_policies': ['last', '', '', 'last', 'first'],
2026-02-21T08:52:47.5802592Z  'num_stages': 2,
2026-02-21T08:52:47.5802768Z  'num_warps': 4,
2026-02-21T08:52:47.5802950Z  'pid_type': 'flat',
2026-02-21T08:52:47.5803143Z  'range_flattens': [None],
2026-02-21T08:52:47.5803362Z  'range_multi_buffers': [None],
2026-02-21T08:52:47.5803581Z  'range_num_stages': [0],
2026-02-21T08:52:47.5803795Z  'range_unroll_factors': [0],
2026-02-21T08:52:47.5804187Z  'range_warp_specializes': [],
2026-02-21T08:52:47.5804412Z  'reduction_loops': [None]}
2026-02-21T08:52:47.5812861Z [188s] Fitting surrogate: 609 points, 609 targets
2026-02-21T08:52:48.1533554Z [189s] Generation 11 starting: 31 neighbors, 3 active search path(s)
2026-02-21T08:52:49.7902775Z Generation 11: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━ 32/32 19.5 configs/s
2026-02-21T08:52:51.7949835Z Generation 11: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━ 32/32 16.3 configs/s
2026-02-21T08:52:55.2277692Z Generation 11: verifying top configs 100% ━━━━━━━━━━━━━ 1000/1000 297.2         
2026-02-21T08:52:55.2278281Z                                                                   configs/s     
2026-02-21T08:52:55.5331276Z [196s] Generation 11 complete: 
2026-02-21T08:52:55.5331534Z ok=34
2026-02-21T08:52:55.5331710Z min=0.0102
2026-02-21T08:52:55.5331899Z mid=0.0104
2026-02-21T08:52:55.5332073Z max=0.0181
2026-02-21T08:52:55.5332252Z best={'block_sizes': [1],
2026-02-21T08:52:55.5332716Z  'indexing': ['tensor_descriptor', 'pointer', 'tensor_descriptor', 'pointer', 'pointer', 'pointer',
2026-02-21T08:52:55.5333251Z               'tensor_descriptor', 'tensor_descriptor'],
2026-02-21T08:52:55.5333620Z  'load_eviction_policies': ['', '', '', '', ''],
2026-02-21T08:52:55.5333922Z  'num_stages': 5,
2026-02-21T08:52:55.5334460Z  'num_warps': 4,
2026-02-21T08:52:55.5334668Z  'pid_type': 'flat',
2026-02-21T08:52:55.5334887Z  'range_flattens': [None],
2026-02-21T08:52:55.5335129Z  'range_multi_buffers': [None],
2026-02-21T08:52:55.5335383Z  'range_num_stages': [0],
2026-02-21T08:52:55.5335627Z  'range_unroll_factors': [0],
2026-02-21T08:52:55.5335875Z  'range_warp_specializes': [],
2026-02-21T08:52:55.5336122Z  'reduction_loops': [None]}
2026-02-21T08:52:55.5361192Z [196s] Fitting surrogate: 643 points, 643 targets
2026-02-21T08:52:56.0497824Z [197s] Generation 12 starting: 25 neighbors, 3 active search path(s)
2026-02-21T08:52:57.3206874Z Generation 12: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━ 25/25 13.9 configs/s
2026-02-21T08:52:58.8683901Z Generation 12: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━ 25/25 16.6 configs/s
2026-02-21T08:53:01.5624717Z Generation 12: verifying top configs 100% ━━━━━━━━━━━━━ 1000/1000 378.9         
2026-02-21T08:53:01.5625367Z                                                                   configs/s     
2026-02-21T08:53:01.8015743Z [202s] Generation 12 complete: 
2026-02-21T08:53:01.8015986Z ok=28
2026-02-21T08:53:01.8016156Z min=0.0101
2026-02-21T08:53:01.8016914Z mid=0.0103
2026-02-21T08:53:01.8017087Z max=0.0177
2026-02-21T08:53:01.8017260Z best={'block_sizes': [1],
2026-02-21T08:53:01.8017657Z  'indexing': ['tensor_descriptor', 'pointer', 'tensor_descriptor', 'tensor_descriptor',
2026-02-21T08:53:01.8018175Z               'tensor_descriptor', 'pointer', 'pointer', 'pointer'],
2026-02-21T08:53:01.8018613Z  'load_eviction_policies': ['last', 'first', '', 'first', 'last'],
2026-02-21T08:53:01.8018959Z  'num_stages': 8,
2026-02-21T08:53:01.8019144Z  'num_warps': 2,
2026-02-21T08:53:01.8019339Z  'pid_type': 'flat',
2026-02-21T08:53:01.8019544Z  'range_flattens': [None],
2026-02-21T08:53:01.8019777Z  'range_multi_buffers': [None],
2026-02-21T08:53:01.8020006Z  'range_num_stages': [0],
2026-02-21T08:53:01.8020237Z  'range_unroll_factors': [0],
2026-02-21T08:53:01.8020475Z  'range_warp_specializes': [],
2026-02-21T08:53:01.8020984Z  'reduction_loops': [512]}
2026-02-21T08:53:01.8045706Z [202s] Fitting surrogate: 671 points, 671 targets
2026-02-21T08:53:02.2068578Z [203s] Generation 13 starting: 19 neighbors, 2 active search path(s)
2026-02-21T08:53:03.1718597Z Generation 13: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━ 19/19 33.8 configs/s
2026-02-21T08:53:04.3441941Z Generation 13: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━ 19/19 16.8 configs/s
2026-02-21T08:53:06.8937411Z Generation 13: verifying top configs 100% ━━━━━━━━━━━━━ 1000/1000 444.3         
2026-02-21T08:53:06.8938268Z                                                                   configs/s     
2026-02-21T08:53:07.0944334Z [208s] Generation 13 complete: 
2026-02-21T08:53:07.0944623Z ok=22
2026-02-21T08:53:07.0944801Z min=0.0102
2026-02-21T08:53:07.0944970Z mid=0.0104
2026-02-21T08:53:07.0945143Z max=0.0185
2026-02-21T08:53:07.0945325Z best={'block_sizes': [1],
2026-02-21T08:53:07.0945738Z  'indexing': ['pointer', 'pointer', 'tensor_descriptor', 'pointer', 'tensor_descriptor',
2026-02-21T08:53:07.0946231Z               'tensor_descriptor', 'pointer', 'pointer'],
2026-02-21T08:53:07.0946626Z  'load_eviction_policies': ['last', '', 'first', 'first', 'first'],
2026-02-21T08:53:07.0947005Z  'num_stages': 2,
2026-02-21T08:53:07.0947194Z  'num_warps': 4,
2026-02-21T08:53:07.0947400Z  'pid_type': 'flat',
2026-02-21T08:53:07.0947619Z  'range_flattens': [None],
2026-02-21T08:53:07.0947856Z  'range_multi_buffers': [None],
2026-02-21T08:53:07.0948101Z  'range_num_stages': [0],
2026-02-21T08:53:07.0948321Z  'range_unroll_factors': [0],
2026-02-21T08:53:07.0948576Z  'range_warp_specializes': [],
2026-02-21T08:53:07.0948813Z  'reduction_loops': [None]}
2026-02-21T08:53:07.0970278Z [208s] Fitting surrogate: 693 points, 693 targets
2026-02-21T08:53:07.4772305Z [208s] Generation 14 starting: 15 neighbors, 2 active search path(s)
2026-02-21T08:53:08.3616664Z Generation 14: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━ 15/15 20.5 configs/s
2026-02-21T08:53:09.2655486Z Generation 14: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━ 15/15 17.5 configs/s
2026-02-21T08:53:11.0230881Z Generation 14: verifying top configs 100% ━━━━━━━━━━━━━ 1000/1000 580.6         
2026-02-21T08:53:11.0231433Z                                                                   configs/s     
2026-02-21T08:53:11.1769629Z [212s] Generation 14 complete: 
2026-02-21T08:53:11.1769909Z ok=17
2026-02-21T08:53:11.1770185Z min=0.0102
2026-02-21T08:53:11.1770379Z mid=0.0104
2026-02-21T08:53:11.1770551Z max=0.0172
2026-02-21T08:53:11.1770750Z best={'block_sizes': [1],
2026-02-21T08:53:11.1771201Z  'indexing': ['pointer', 'tensor_descriptor', 'tensor_descriptor', 'pointer', 'tensor_descriptor',
2026-02-21T08:53:11.1771767Z               'tensor_descriptor', 'pointer', 'pointer'],
2026-02-21T08:53:11.1772168Z  'load_eviction_policies': ['last', '', 'first', 'first', 'first'],
2026-02-21T08:53:11.1772537Z  'num_stages': 2,
2026-02-21T08:53:11.1772743Z  'num_warps': 4,
2026-02-21T08:53:11.1772958Z  'pid_type': 'flat',
2026-02-21T08:53:11.1773201Z  'range_flattens': [None],
2026-02-21T08:53:11.1773437Z  'range_multi_buffers': [None],
2026-02-21T08:53:11.1773686Z  'range_num_stages': [0],
2026-02-21T08:53:11.1774768Z  'range_unroll_factors': [0],
2026-02-21T08:53:11.1775031Z  'range_warp_specializes': [],
2026-02-21T08:53:11.1775271Z  'reduction_loops': [None]}
2026-02-21T08:53:11.1800184Z [212s] Fitting surrogate: 710 points, 710 targets
2026-02-21T08:53:11.4565654Z [212s] Generation 15 starting: 10 neighbors, 1 active search path(s)
2026-02-21T08:53:12.0992950Z Generation 15: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━ 10/10 13.2 configs/s
2026-02-21T08:53:12.7230446Z Generation 15: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━ 10/10 17.3 configs/s
2026-02-21T08:53:13.6441468Z Generation 15: verifying top configs 100% ━━━━━━━━━━━━━ 1000/1000 1109.2        
2026-02-21T08:53:13.6441978Z                                                                   configs/s     
2026-02-21T08:53:13.7257670Z [214s] Generation 15 complete: 
2026-02-21T08:53:13.7257989Z ok=11
2026-02-21T08:53:13.7258182Z min=0.0102
2026-02-21T08:53:13.7258370Z mid=0.0104
2026-02-21T08:53:13.7258547Z max=0.0172
2026-02-21T08:53:13.7258780Z best={'block_sizes': [1],
2026-02-21T08:53:13.7259235Z  'indexing': ['pointer', 'tensor_descriptor', 'tensor_descriptor', 'pointer', 'tensor_descriptor',
2026-02-21T08:53:13.7259807Z               'tensor_descriptor', 'pointer', 'pointer'],
2026-02-21T08:53:13.7260222Z  'load_eviction_policies': ['last', '', 'first', 'first', 'first'],
2026-02-21T08:53:13.7260600Z  'num_stages': 2,
2026-02-21T08:53:13.7260803Z  'num_warps': 4,
2026-02-21T08:53:13.7261001Z  'pid_type': 'flat',
2026-02-21T08:53:13.7261224Z  'range_flattens': [None],
2026-02-21T08:53:13.7261461Z  'range_multi_buffers': [None],
2026-02-21T08:53:13.7261715Z  'range_num_stages': [0],
2026-02-21T08:53:13.7261944Z  'range_unroll_factors': [0],
2026-02-21T08:53:13.7262197Z  'range_warp_specializes': [],
2026-02-21T08:53:13.7262444Z  'reduction_loops': [None]}
2026-02-21T08:53:13.7287276Z [214s] Fitting surrogate: 721 points, 721 targets
2026-02-21T08:53:13.9643011Z [215s] Generation 16 starting: 6 neighbors, 1 active search path(s)
2026-02-21T08:53:14.2610406Z Generation 16: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 6/6 - configs/s
2026-02-21T08:53:14.6206242Z Generation 16: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━━ 6/6 19.4 configs/s
2026-02-21T08:53:15.3217303Z Generation 16: verifying top configs 100% ━━━━━━━━━━━━━ 1000/1000 1457.9        
2026-02-21T08:53:15.3217794Z                                                                   configs/s     
2026-02-21T08:53:15.3847342Z [216s] Generation 16 complete: 
2026-02-21T08:53:15.3847620Z ok=7
2026-02-21T08:53:15.3847811Z min=0.0101
2026-02-21T08:53:15.3847986Z mid=0.0102
2026-02-21T08:53:15.3848161Z max=0.0107
2026-02-21T08:53:15.3848363Z best={'block_sizes': [1],
2026-02-21T08:53:15.3848838Z  'indexing': ['pointer', 'tensor_descriptor', 'tensor_descriptor', 'pointer', 'tensor_descriptor',
2026-02-21T08:53:15.3849461Z               'tensor_descriptor', 'pointer', 'tensor_descriptor'],
2026-02-21T08:53:15.3849987Z  'load_eviction_policies': ['last', '', 'first', 'first', 'first'],
2026-02-21T08:53:15.3850364Z  'num_stages': 2,
2026-02-21T08:53:15.3850571Z  'num_warps': 4,
2026-02-21T08:53:15.3850791Z  'pid_type': 'flat',
2026-02-21T08:53:15.3851019Z  'range_flattens': [None],
2026-02-21T08:53:15.3851256Z  'range_multi_buffers': [None],
2026-02-21T08:53:15.3851509Z  'range_num_stages': [0],
2026-02-21T08:53:15.3851742Z  'range_unroll_factors': [0],
2026-02-21T08:53:15.3851982Z  'range_warp_specializes': [],
2026-02-21T08:53:15.3852226Z  'reduction_loops': [None]}
2026-02-21T08:53:15.3879305Z [216s] Fitting surrogate: 728 points, 728 targets
2026-02-21T08:53:15.6257976Z [216s] Generation 17 starting: 8 neighbors, 1 active search path(s)
2026-02-21T08:53:16.2586567Z Generation 17: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 8/8 12.0 configs/s
2026-02-21T08:53:16.7577090Z Generation 17: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━━ 8/8 17.6 configs/s
2026-02-21T08:53:17.5916485Z Generation 17: verifying top configs 100% ━━━━━━━━━━━━━ 1000/1000 1223.9        
2026-02-21T08:53:17.5917442Z                                                                   configs/s     
2026-02-21T08:53:17.6635767Z [218s] Generation 17 complete: 
2026-02-21T08:53:17.6636023Z ok=9
2026-02-21T08:53:17.6636205Z min=0.0101
2026-02-21T08:53:17.6636411Z mid=0.0109
2026-02-21T08:53:17.6636575Z max=0.0162
2026-02-21T08:53:17.6636767Z best={'block_sizes': [1],
2026-02-21T08:53:17.6637227Z  'indexing': ['pointer', 'tensor_descriptor', 'tensor_descriptor', 'pointer', 'tensor_descriptor',
2026-02-21T08:53:17.6637804Z               'tensor_descriptor', 'pointer', 'tensor_descriptor'],
2026-02-21T08:53:17.6638219Z  'load_eviction_policies': ['last', '', '', 'first', 'first'],
2026-02-21T08:53:17.6638569Z  'num_stages': 2,
2026-02-21T08:53:17.6638769Z  'num_warps': 4,
2026-02-21T08:53:17.6638971Z  'pid_type': 'flat',
2026-02-21T08:53:17.6639497Z  'range_flattens': [None],
2026-02-21T08:53:17.6639745Z  'range_multi_buffers': [None],
2026-02-21T08:53:17.6639991Z  'range_num_stages': [0],
2026-02-21T08:53:17.6640227Z  'range_unroll_factors': [0],
2026-02-21T08:53:17.6640476Z  'range_warp_specializes': [],
2026-02-21T08:53:17.6640714Z  'reduction_loops': [None]}
2026-02-21T08:53:17.6669917Z [218s] Fitting surrogate: 737 points, 737 targets
2026-02-21T08:53:17.9266994Z [219s] Generation 18 starting: 9 neighbors, 1 active search path(s)
2026-02-21T08:53:18.3487589Z Generation 18: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 9/9 - configs/s
2026-02-21T08:53:18.8915101Z Generation 18: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━━ 9/9 18.2 configs/s
2026-02-21T08:53:19.9034968Z Generation 18: verifying top configs 100% ━━━━━━━━━━━━━ 1000/1000 1010.0        
2026-02-21T08:53:19.9035489Z                                                                   configs/s     
2026-02-21T08:53:19.9931971Z [221s] Generation 18 complete: 
2026-02-21T08:53:19.9932261Z ok=10
2026-02-21T08:53:19.9932441Z min=0.0101
2026-02-21T08:53:19.9932623Z mid=0.0103
2026-02-21T08:53:19.9932805Z max=0.0108
2026-02-21T08:53:19.9932994Z best={'block_sizes': [1],
2026-02-21T08:53:19.9933467Z  'indexing': ['pointer', 'tensor_descriptor', 'tensor_descriptor', 'pointer', 'tensor_descriptor',
2026-02-21T08:53:19.9934207Z               'tensor_descriptor', 'pointer', 'tensor_descriptor'],
2026-02-21T08:53:19.9934646Z  'load_eviction_policies': ['last', '', '', 'first', 'first'],
2026-02-21T08:53:19.9934989Z  'num_stages': 3,
2026-02-21T08:53:19.9935199Z  'num_warps': 4,
2026-02-21T08:53:19.9935401Z  'pid_type': 'flat',
2026-02-21T08:53:19.9935627Z  'range_flattens': [None],
2026-02-21T08:53:19.9935867Z  'range_multi_buffers': [None],
2026-02-21T08:53:19.9936112Z  'range_num_stages': [0],
2026-02-21T08:53:19.9936346Z  'range_unroll_factors': [0],
2026-02-21T08:53:19.9936587Z  'range_warp_specializes': [],
2026-02-21T08:53:19.9936832Z  'reduction_loops': [None]}
2026-02-21T08:53:19.9962238Z [221s] Fitting surrogate: 747 points, 747 targets
2026-02-21T08:53:20.2441007Z [221s] Generation 19 starting: 8 neighbors, 1 active search path(s)
2026-02-21T08:53:20.6816149Z Generation 19: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 8/8 29.5 configs/s
2026-02-21T08:53:21.1660757Z Generation 19: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━━ 8/8 18.3 configs/s
2026-02-21T08:53:22.0684574Z Generation 19: verifying top configs 100% ━━━━━━━━━━━━━ 1000/1000 1132.5        
2026-02-21T08:53:22.0685279Z                                                                   configs/s     
2026-02-21T08:53:22.1491382Z [223s] Generation 19 complete: 
2026-02-21T08:53:22.1491748Z ok=9
2026-02-21T08:53:22.1491968Z min=0.0101
2026-02-21T08:53:22.1492197Z mid=0.0102
2026-02-21T08:53:22.1492414Z max=0.0108
2026-02-21T08:53:22.1492663Z best={'block_sizes': [1],
2026-02-21T08:53:22.1493258Z  'indexing': ['pointer', 'tensor_descriptor', 'tensor_descriptor', 'pointer', 'tensor_descriptor',
2026-02-21T08:53:22.1494237Z               'tensor_descriptor', 'pointer', 'tensor_descriptor'],
2026-02-21T08:53:22.1494841Z  'load_eviction_policies': ['last', '', 'first', 'first', 'first'],
2026-02-21T08:53:22.1495915Z  'num_stages': 3,
2026-02-21T08:53:22.1496181Z  'num_warps': 4,
2026-02-21T08:53:22.1496440Z  'pid_type': 'flat',
2026-02-21T08:53:22.1496731Z  'range_flattens': [None],
2026-02-21T08:53:22.1497044Z  'range_multi_buffers': [None],
2026-02-21T08:53:22.1497368Z  'range_num_stages': [0],
2026-02-21T08:53:22.1497668Z  'range_unroll_factors': [0],
2026-02-21T08:53:22.1498000Z  'range_warp_specializes': [],
2026-02-21T08:53:22.1498324Z  'reduction_loops': [None]}
2026-02-21T08:53:22.1521683Z [223s] Fitting surrogate: 756 points, 756 targets
2026-02-21T08:53:22.4109925Z [223s] Generation 20 starting: 8 neighbors, 1 active search path(s)
2026-02-21T08:53:23.0139381Z Generation 20: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 8/8 14.1 configs/s
2026-02-21T08:53:23.5105239Z Generation 20: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━━ 8/8 17.8 configs/s
2026-02-21T08:53:24.3410043Z Generation 20: verifying top configs 100% ━━━━━━━━━━━━━ 1000/1000 1229.2        
2026-02-21T08:53:24.3410561Z                                                                   configs/s     
2026-02-21T08:53:24.4129671Z [225s] Generation 20 complete: 
2026-02-21T08:53:24.4130008Z ok=9
2026-02-21T08:53:24.4130197Z min=0.0102
2026-02-21T08:53:24.4130395Z mid=0.0104
2026-02-21T08:53:24.4130582Z max=0.0204
2026-02-21T08:53:24.4130767Z best={'block_sizes': [1],
2026-02-21T08:53:24.4131220Z  'indexing': ['pointer', 'tensor_descriptor', 'tensor_descriptor', 'pointer', 'tensor_descriptor',
2026-02-21T08:53:24.4131799Z               'tensor_descriptor', 'pointer', 'tensor_descriptor'],
2026-02-21T08:53:24.4132215Z  'load_eviction_policies': ['last', '', 'first', 'first', ''],
2026-02-21T08:53:24.4132560Z  'num_stages': 3,
2026-02-21T08:53:24.4132753Z  'num_warps': 4,
2026-02-21T08:53:24.4132967Z  'pid_type': 'flat',
2026-02-21T08:53:24.4133184Z  'range_flattens': [None],
2026-02-21T08:53:24.4133436Z  'range_multi_buffers': [None],
2026-02-21T08:53:24.4133677Z  'range_num_stages': [0],
2026-02-21T08:53:24.4133909Z  'range_unroll_factors': [0],
2026-02-21T08:53:24.4134505Z  'range_warp_specializes': [],
2026-02-21T08:53:24.4134760Z  'reduction_loops': [None]}
2026-02-21T08:53:24.4160650Z [225s] Fitting surrogate: 765 points, 765 targets
2026-02-21T08:53:24.5607153Z [225s] Autotuning complete in 225.6s after searching 708 configs.
2026-02-21T08:53:24.5607615Z One can hardcode the best config and skip autotuning with:
2026-02-21T08:53:24.5609559Z     @helion.kernel(config=helion.Config(block_sizes=[1], indexing=['pointer', 'tensor_descriptor', 'tensor_descriptor', 'pointer', 'tensor_descriptor', 'tensor_descriptor', 'pointer', 'tensor_descriptor'], load_eviction_policies=['last', '', 'first', 'first', ''], num_stages=3, num_warps=4, pid_type='flat', range_flattens=[None], range_multi_buffers=[None], range_num_stages=[0], range_unroll_factors=[0], range_warp_specializes=[], reduction_loops=[None]), static_shapes=True)
2026-02-21T08:53:24.5611482Z 
2026-02-21T08:53:24.5611856Z [225s] Code of selected kernel: /tmp/torchinductor_root/fb/cfbvxrlbdk7an3pijquwgpm5w7tm5yfjcmo7t5hsvxw47g7gi3gv.py
2026-02-21T08:53:24.5787724Z from __future__ import annotations
2026-02-21T08:53:24.5787943Z 
2026-02-21T08:53:24.5788022Z import torch
2026-02-21T08:53:24.5788204Z import triton
2026-02-21T08:53:24.5788399Z import triton.language as tl
2026-02-21T08:53:24.5788723Z from torch._inductor.runtime.triton_compat import libdevice
2026-02-21T08:53:24.5789171Z from helion.runtime import default_launcher as _default_launcher
2026-02-21T08:53:24.5789458Z 
2026-02-21T08:53:24.5789530Z @triton.jit
2026-02-21T08:53:24.5789858Z def _helion_rms_norm_fwd(x, weight, out, inv_rms, eps, _RDIM_SIZE_1: tl.constexpr):
2026-02-21T08:53:24.5790363Z     # src[rms_norm.py:57]: for tile_m in hl.tile(m):
2026-02-21T08:53:24.5790667Z     pid_0 = tl.program_id(0)
2026-02-21T08:53:24.5790891Z     offset_0 = pid_0
2026-02-21T08:53:24.5791386Z     indices_0 = offset_0 + tl.zeros([1], tl.int32)
2026-02-21T08:53:24.5791751Z     indices_1 = tl.arange(0, _RDIM_SIZE_1).to(tl.int32)
2026-02-21T08:53:24.5792141Z     # src[rms_norm.py:58]: x_tile = x[tile_m, :].to(torch.float32)
2026-02-21T08:53:24.5792699Z     x_tile = tl.load(x + (indices_0[:, None] * 1024 + indices_1[None, :] * 1), None, eviction_policy='evict_last')
2026-02-21T08:53:24.5793224Z     # src[rms_norm.py:61]: x_squared = x_tile * x_tile
2026-02-21T08:53:24.5793522Z     v_0 = x_tile * x_tile
2026-02-21T08:53:24.5793839Z     # src[rms_norm.py:62]: mean_x_squared = torch.mean(x_squared, dim=-1)
2026-02-21T08:53:24.5794446Z     mean_x_squared_extra = tl.cast(tl.sum(v_0, 1), tl.float32)
2026-02-21T08:53:24.5794758Z     v_1 = 1024
2026-02-21T08:53:24.5794959Z     v_2 = tl.cast(v_1, tl.float32)
2026-02-21T08:53:24.5795206Z     v_3 = mean_x_squared_extra / v_2
2026-02-21T08:53:24.5795558Z     # src[rms_norm.py:63]: inv_rms_tile = torch.rsqrt(mean_x_squared + eps)
2026-02-21T08:53:24.5795921Z     v_4 = v_3 + eps
2026-02-21T08:53:24.5796118Z     v_5 = libdevice.rsqrt(v_4)
2026-02-21T08:53:24.5796480Z     # src[rms_norm.py:66]: normalized = x_tile * inv_rms_tile[:, None]
2026-02-21T08:53:24.5796831Z     subscript = v_5[:, None]
2026-02-21T08:53:24.5797058Z     v_6 = x_tile * subscript
2026-02-21T08:53:24.5797451Z     # src[rms_norm.py:67]: out[tile_m, :] = (normalized * weight[:].to(torch.float32)).to(out.dtype)
2026-02-21T08:53:24.5797919Z     load_1 = tl.load(weight + indices_1 * 1, None)
2026-02-21T08:53:24.5798210Z     v_7 = load_1[None, :]
2026-02-21T08:53:24.5798412Z     v_8 = v_6 * v_7
2026-02-21T08:53:24.5798721Z     tl.store(out + (indices_0[:, None] * 1024 + indices_1[None, :] * 1), v_8, None)
2026-02-21T08:53:24.5799188Z     # src[rms_norm.py:68]: inv_rms[tile_m] = inv_rms_tile.to(out.dtype)
2026-02-21T08:53:24.5799571Z     tl.store(inv_rms + indices_0 * 1, v_5, None)
2026-02-21T08:53:24.5799776Z 
2026-02-21T08:53:24.5800098Z def rms_norm_fwd(x: torch.Tensor, weight: torch.Tensor, eps: float=1e-05, *, _launcher=_default_launcher):
2026-02-21T08:53:24.5800589Z     """
2026-02-21T08:53:24.5800870Z     Performs Root Mean Square (RMS) normalization on the input tensor.
2026-02-21T08:53:24.5801163Z 
2026-02-21T08:53:24.5801357Z     RMS normalization normalizes by the root mean square of the elements:
2026-02-21T08:53:24.5801729Z     output = x / sqrt(mean(x^2) + eps) * weight
2026-02-21T08:53:24.5801903Z 
2026-02-21T08:53:24.5801965Z     Args:
2026-02-21T08:53:24.5802116Z         x: Input tensor of shape [M, N]
2026-02-21T08:53:24.5802353Z         weight: Scale parameter of shape [N]
2026-02-21T08:53:24.5802601Z         eps: Small constant for numerical stability
2026-02-21T08:53:24.5802780Z 
2026-02-21T08:53:24.5802837Z     Returns:
2026-02-21T08:53:24.5803056Z         Output tensor of shape [M, N] with RMS normalization applied
2026-02-21T08:53:24.5803434Z         RMS tensor of shape [M, 1] with RMS values for each element
2026-02-21T08:53:24.5803710Z     """
2026-02-21T08:53:24.5803865Z     # src[rms_norm.py:51]: m, n = x.size()
2026-02-21T08:53:24.5804217Z     m, n = x.size()
2026-02-21T08:53:24.5804534Z     # src[rms_norm.py:52]: assert weight.size(0) == n, f"weight size mismatch {weight.size(0)} != {n}"
2026-02-21T08:53:24.5805196Z     assert weight.size(0) == n, f'weight size mismatch {weight.size(0)} != {n}'
2026-02-21T08:53:24.5805561Z     # src[rms_norm.py:54]: out = torch.empty_like(x)
2026-02-21T08:53:24.5805815Z     out = torch.empty_like(x)
2026-02-21T08:53:24.5806115Z     # src[rms_norm.py:55]: inv_rms = torch.empty([m], dtype=x.dtype, device=x.device)
2026-02-21T08:53:24.5806498Z     inv_rms = torch.empty([m], dtype=x.dtype, device=x.device)
2026-02-21T08:53:24.5806797Z     # src[rms_norm.py:57]: for tile_m in hl.tile(m):
2026-02-21T08:53:24.5807031Z     _RDIM_SIZE_1 = 1024
2026-02-21T08:53:24.5807235Z     # src[rms_norm.py:57]: for tile_m in hl.tile(m):
2026-02-21T08:53:24.5807537Z     # src[rms_norm.py:58]:     x_tile = x[tile_m, :].to(torch.float32)
2026-02-21T08:53:24.5807958Z     # src[rms_norm.py:57-68]: ...
2026-02-21T08:53:24.5808369Z     _launcher(_helion_rms_norm_fwd, (2048,), x, weight, out, inv_rms, eps, _RDIM_SIZE_1, num_warps=4, num_stages=3)
2026-02-21T08:53:24.5808842Z     # src[rms_norm.py:70]: return out, inv_rms.reshape(-1, 1)
2026-02-21T08:53:24.5809140Z     return (out, inv_rms.reshape(-1, 1))
2026-02-21T08:53:25.4975465Z WARNING:tritonbench.utils.triton_op:Completed input ID 0:
2026-02-21T08:53:25.4975841Z (M, H)
2026-02-21T08:53:25.4976045Z ------------
2026-02-21T08:53:25.4976243Z (2048, 1024)
2026-02-21T08:53:25.4976360Z 
2026-02-21T08:53:25.4987073Z  17%|█▋        | 1/6 [03:51<19:17, 231.58s/it]WARNING:tritonbench.utils.triton_op:Running input ID 1:
2026-02-21T08:53:25.4987531Z (M, H)
2026-02-21T08:53:25.4987706Z ------------
2026-02-21T08:53:25.4987875Z (2048, 2048)
2026-02-21T08:53:25.4991874Z INFO:tritonbench.utils.triton_op:Took 0.27ms to get benchmark function for llama_rms
2026-02-21T08:53:27.0112427Z INFO:tritonbench.utils.triton_op:Took 0.34ms to get benchmark function for liger_rms
2026-02-21T08:53:28.3200840Z INFO:tritonbench.utils.triton_op:Took 3.40ms to get benchmark function for torch_compile_rms
2026-02-21T08:53:29.5969282Z WARNING:__main__:Input tensor metadata:
2026-02-21T08:53:29.5969585Z { 'args': ( 2048,
2026-02-21T08:53:29.5969804Z             { 'device': 'cuda:0',
2026-02-21T08:53:29.5970155Z               'dtype': 'torch.float32',
2026-02-21T08:53:29.5970430Z               'shape': (2048, 2048),
2026-02-21T08:53:29.5970697Z               'stride': (2048, 1)},
2026-02-21T08:53:29.5970961Z             { 'device': 'cuda:0',
2026-02-21T08:53:29.5971223Z               'dtype': 'torch.float32',
2026-02-21T08:53:29.5971485Z               'shape': (2048,),
2026-02-21T08:53:29.5971722Z               'stride': (1,)}),
2026-02-21T08:53:29.5971947Z   'kwargs': {}}
2026-02-21T08:53:29.5990849Z INFO:tritonbench.utils.triton_op:Took 2.50ms to get benchmark function for helion_rms_norm_tritonbench
2026-02-21T08:53:29.7236600Z [0s] Autotune random seed: 2137247725
2026-02-21T08:53:29.7478838Z [0s] Starting LFBOPatternSearch with initial_population=FROM_RANDOM, copies=5, max_generations=20, similarity_penalty=1.0
2026-02-21T08:54:04.1037072Z [34s] Timeout after 30s compiling Config(block_sizes=[256], indexing=['tensor_descriptor', 'pointer', 'pointer', 'pointer', 'tensor_descriptor', 'pointer', 'tensor_descriptor', 'tensor_descriptor'], load_eviction_policies=['first', 'first', 'first', '', ''], maxnreg=64, num_sm_multiplier=128, num_stages=6, num_warps=1, pid_type='persistent_interleaved', range_flattens=[False], range_multi_buffers=[None], range_num_stages=[0], range_unroll_factors=[2], range_warp_specializes=[], reduction_loops=[64])
2026-02-21T08:54:04.1648328Z [34s] Timeout after 30s compiling Config(block_sizes=[256], indexing=['tensor_descriptor', 'tensor_descriptor', 'pointer', 'tensor_descriptor', 'tensor_descriptor', 'tensor_descriptor', 'pointer', 'pointer'], load_eviction_policies=['', 'last', 'last', '', 'first'], maxnreg=64, num_sm_multiplier=32, num_stages=5, num_warps=1, pid_type='persistent_interleaved', range_flattens=[False], range_multi_buffers=[None], range_num_stages=[2], range_unroll_factors=[2], range_warp_specializes=[], reduction_loops=[128])
2026-02-21T08:54:05.3502951Z [35s] Timeout after 30s compiling Config(block_sizes=[1024], indexing=['tensor_descriptor', 'tensor_descriptor', 'tensor_descriptor', 'tensor_descriptor', 'pointer', 'tensor_descriptor', 'tensor_descriptor', 'pointer'], load_eviction_policies=['', '', 'last', 'last', 'first'], maxnreg=128, num_sm_multiplier=4, num_stages=5, num_warps=2, pid_type='persistent_interleaved', range_flattens=[False], range_multi_buffers=[False], range_num_stages=[2], range_unroll_factors=[4], range_warp_specializes=[], reduction_loops=[64])
2026-02-21T08:54:05.3521585Z Initial population precompiling 100% ━━━━━━━━━━━━━━━━━━━━━ 100/100 0.6 configs/s
2026-02-21T08:54:11.0472889Z Initial population exploring neighbors 100% ━━━━━━━━━━━━━ 100/100 17.7 configs/s
2026-02-21T08:54:11.0486995Z [41s] Adaptive compile timeout: 30s (90% percentile=3.0s, bounds=[30.0s, 30s])
2026-02-21T08:54:12.3451383Z Verifying initial results 100% ━━━━━━━━━━━━━━━━━━━━━━━ 1000/1000 785.0 configs/s
2026-02-21T08:54:12.4448293Z [42s] Initial random population of 100, 5 starting points: 
2026-02-21T08:54:12.4448640Z error=4
2026-02-21T08:54:12.4448829Z timeout=3
2026-02-21T08:54:12.4449020Z ok=93
2026-02-21T08:54:12.4449185Z min=0.0158
2026-02-21T08:54:12.4449360Z mid=0.0863
2026-02-21T08:54:12.4449522Z max=1.1658
2026-02-21T08:54:12.4449709Z best={'block_sizes': [1],
2026-02-21T08:54:12.4450220Z  'indexing': ['pointer', 'pointer', 'pointer', 'pointer', 'pointer', 'pointer', 'pointer',
2026-02-21T08:54:12.4450673Z               'pointer'],
2026-02-21T08:54:12.4450937Z  'load_eviction_policies': ['', '', '', '', ''],
2026-02-21T08:54:12.4451237Z  'num_stages': 1,
2026-02-21T08:54:12.4451439Z  'num_warps': 4,
2026-02-21T08:54:12.4451634Z  'pid_type': 'flat',
2026-02-21T08:54:12.4451852Z  'range_flattens': [None],
2026-02-21T08:54:12.4452101Z  'range_multi_buffers': [None],
2026-02-21T08:54:12.4452349Z  'range_num_stages': [0],
2026-02-21T08:54:12.4452572Z  'range_unroll_factors': [0],
2026-02-21T08:54:12.4452830Z  'range_warp_specializes': [],
2026-02-21T08:54:12.4453066Z  'reduction_loops': [None]}
2026-02-21T08:54:12.4467720Z [42s] Fitting surrogate: 100 points, 100 targets
2026-02-21T08:54:13.6227680Z [43s] Generation 1 starting: 74 neighbors, 5 active search path(s)
2026-02-21T08:54:22.3652465Z Generation 1: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 78/78 2.8 configs/s
2026-02-21T08:54:27.3551798Z Generation 1: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━ 78/78 15.8 configs/s
2026-02-21T08:54:36.2058520Z Generation 1: verifying top configs 100% ━━━━━━━━━━━━━━ 1000/1000 118.7         
2026-02-21T08:54:36.2059052Z                                                                   configs/s     
2026-02-21T08:54:36.9132785Z [67s] Generation 1 complete: 
2026-02-21T08:54:36.9133104Z ok=80
2026-02-21T08:54:36.9133282Z min=0.0150
2026-02-21T08:54:36.9133506Z mid=0.0183
2026-02-21T08:54:36.9133677Z max=0.0745
2026-02-21T08:54:36.9133868Z best={'block_sizes': [4],
2026-02-21T08:54:36.9134655Z  'indexing': ['pointer', 'pointer', 'pointer', 'tensor_descriptor', 'pointer', 'pointer', 'pointer',
2026-02-21T08:54:36.9135194Z               'tensor_descriptor'],
2026-02-21T08:54:36.9135567Z  'load_eviction_policies': ['first', 'first', 'first', 'last', 'last'],
2026-02-21T08:54:36.9135950Z  'num_stages': 2,
2026-02-21T08:54:36.9136162Z  'num_warps': 8,
2026-02-21T08:54:36.9136359Z  'pid_type': 'flat',
2026-02-21T08:54:36.9136593Z  'range_flattens': [None],
2026-02-21T08:54:36.9136826Z  'range_multi_buffers': [None],
2026-02-21T08:54:36.9137069Z  'range_num_stages': [0],
2026-02-21T08:54:36.9137293Z  'range_unroll_factors': [0],
2026-02-21T08:54:36.9137558Z  'range_warp_specializes': [],
2026-02-21T08:54:36.9137797Z  'reduction_loops': [None]}
2026-02-21T08:54:36.9151430Z [67s] Fitting surrogate: 180 points, 180 targets
2026-02-21T08:54:37.7760858Z [68s] Generation 2 starting: 55 neighbors, 5 active search path(s)
2026-02-21T08:54:41.4896242Z Generation 2: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━ 59/59 11.1 configs/s
2026-02-21T08:54:45.1708899Z Generation 2: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━ 59/59 16.2 configs/s
2026-02-21T08:54:51.8873901Z Generation 2: verifying top configs 100% ━━━━━━━━━━━━━━ 1000/1000 158.0         
2026-02-21T08:54:51.8874714Z                                                                   configs/s     
2026-02-21T08:54:52.4424690Z [82s] Generation 2 complete: 
2026-02-21T08:54:52.4424966Z ok=61
2026-02-21T08:54:52.4425133Z min=0.0146
2026-02-21T08:54:52.4425311Z mid=0.0163
2026-02-21T08:54:52.4425477Z max=0.0920
2026-02-21T08:54:52.4425654Z best={'block_sizes': [4],
2026-02-21T08:54:52.4426096Z  'indexing': ['pointer', 'pointer', 'pointer', 'pointer', 'pointer', 'pointer', 'tensor_descriptor',
2026-02-21T08:54:52.4426566Z               'pointer'],
2026-02-21T08:54:52.4427215Z  'load_eviction_policies': ['', '', '', '', 'last'],
2026-02-21T08:54:52.4427533Z  'num_stages': 1,
2026-02-21T08:54:52.4427725Z  'num_warps': 8,
2026-02-21T08:54:52.4427918Z  'pid_type': 'flat',
2026-02-21T08:54:52.4428140Z  'range_flattens': [None],
2026-02-21T08:54:52.4428373Z  'range_multi_buffers': [None],
2026-02-21T08:54:52.4428604Z  'range_num_stages': [0],
2026-02-21T08:54:52.4428835Z  'range_unroll_factors': [0],
2026-02-21T08:54:52.4429077Z  'range_warp_specializes': [],
2026-02-21T08:54:52.4429315Z  'reduction_loops': [None]}
2026-02-21T08:54:52.4444796Z [82s] Fitting surrogate: 241 points, 241 targets
2026-02-21T08:54:53.2772024Z [83s] Generation 3 starting: 53 neighbors, 5 active search path(s)
2026-02-21T08:54:56.2876422Z Generation 3: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━ 54/54 22.6 configs/s
2026-02-21T08:54:59.6947366Z Generation 3: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━ 54/54 16.0 configs/s
2026-02-21T08:55:06.2470696Z Generation 3: verifying top configs 100% ━━━━━━━━━━━━━━ 1000/1000 162.4         
2026-02-21T08:55:06.2471262Z                                                                   configs/s     
2026-02-21T08:55:06.7731992Z [97s] Generation 3 complete: 
2026-02-21T08:55:06.7732295Z ok=58
2026-02-21T08:55:06.7732480Z min=0.0150
2026-02-21T08:55:06.7732662Z mid=0.0161
2026-02-21T08:55:06.7732831Z max=0.0376
2026-02-21T08:55:06.7733008Z best={'block_sizes': [2],
2026-02-21T08:55:06.7733467Z  'indexing': ['tensor_descriptor', 'pointer', 'pointer', 'tensor_descriptor', 'pointer', 'pointer',
2026-02-21T08:55:06.7734184Z               'pointer', 'tensor_descriptor'],
2026-02-21T08:55:06.7734548Z  'load_eviction_policies': ['', '', '', 'first', 'last'],
2026-02-21T08:55:06.7734862Z  'num_stages': 4,
2026-02-21T08:55:06.7735077Z  'num_warps': 4,
2026-02-21T08:55:06.7735272Z  'pid_type': 'flat',
2026-02-21T08:55:06.7735496Z  'range_flattens': [None],
2026-02-21T08:55:06.7735733Z  'range_multi_buffers': [None],
2026-02-21T08:55:06.7735971Z  'range_num_stages': [0],
2026-02-21T08:55:06.7736213Z  'range_unroll_factors': [0],
2026-02-21T08:55:06.7736458Z  'range_warp_specializes': [],
2026-02-21T08:55:06.7736709Z  'reduction_loops': [None]}
2026-02-21T08:55:06.7755229Z [97s] Fitting surrogate: 299 points, 299 targets
2026-02-21T08:55:07.6044973Z [97s] Generation 4 starting: 47 neighbors, 5 active search path(s)
2026-02-21T08:55:10.0692784Z Generation 4: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━ 47/47 27.5 configs/s
2026-02-21T08:55:13.0871308Z Generation 4: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━ 47/47 15.8 configs/s
2026-02-21T08:55:18.8821642Z Generation 4: verifying top configs 100% ━━━━━━━━━━━━━━ 1000/1000 175.7         
2026-02-21T08:55:18.8822147Z                                                                   configs/s     
2026-02-21T08:55:19.3595676Z [109s] Generation 4 complete: 
2026-02-21T08:55:19.3595954Z ok=52
2026-02-21T08:55:19.3596151Z min=0.0153
2026-02-21T08:55:19.3596353Z mid=0.0161
2026-02-21T08:55:19.3596545Z max=0.0234
2026-02-21T08:55:19.3596742Z best={'block_sizes': [4],
2026-02-21T08:55:19.3597220Z  'indexing': ['pointer', 'pointer', 'pointer', 'pointer', 'pointer', 'pointer', 'pointer',
2026-02-21T08:55:19.3597720Z               'tensor_descriptor'],
2026-02-21T08:55:19.3598495Z  'load_eviction_policies': ['', 'first', 'first', 'last', ''],
2026-02-21T08:55:19.3598871Z  'num_stages': 2,
2026-02-21T08:55:19.3599082Z  'num_warps': 8,
2026-02-21T08:55:19.3599297Z  'pid_type': 'flat',
2026-02-21T08:55:19.3599526Z  'range_flattens': [None],
2026-02-21T08:55:19.3599794Z  'range_multi_buffers': [None],
2026-02-21T08:55:19.3600049Z  'range_num_stages': [0],
2026-02-21T08:55:19.3600288Z  'range_unroll_factors': [0],
2026-02-21T08:55:19.3600542Z  'range_warp_specializes': [],
2026-02-21T08:55:19.3600817Z  'reduction_loops': [None]}
2026-02-21T08:55:19.3619566Z [109s] Fitting surrogate: 351 points, 351 targets
2026-02-21T08:55:20.2113386Z [110s] Generation 5 starting: 52 neighbors, 5 active search path(s)
2026-02-21T08:55:22.8713097Z Generation 5: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━ 53/53 42.0 configs/s
2026-02-21T08:55:26.2135355Z Generation 5: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━ 53/53 16.1 configs/s
2026-02-21T08:55:32.7551355Z Generation 5: verifying top configs 100% ━━━━━━━━━━━━━━ 1000/1000 163.3         
2026-02-21T08:55:32.7552236Z                                                                   configs/s     
2026-02-21T08:55:33.2575857Z [123s] Generation 5 complete: 
2026-02-21T08:55:33.2576126Z ok=57
2026-02-21T08:55:33.2576304Z min=0.0156
2026-02-21T08:55:33.2576489Z mid=0.0162
2026-02-21T08:55:33.2576652Z max=0.0223
2026-02-21T08:55:33.2576837Z best={'block_sizes': [8],
2026-02-21T08:55:33.2577246Z  'indexing': ['pointer', 'pointer', 'pointer', 'pointer', 'pointer', 'pointer', 'pointer',
2026-02-21T08:55:33.2577721Z               'tensor_descriptor'],
2026-02-21T08:55:33.2578035Z  'load_eviction_policies': ['', '', '', '', 'last'],
2026-02-21T08:55:33.2578326Z  'num_stages': 1,
2026-02-21T08:55:33.2578533Z  'num_warps': 16,
2026-02-21T08:55:33.2578737Z  'pid_type': 'flat',
2026-02-21T08:55:33.2578980Z  'range_flattens': [None],
2026-02-21T08:55:33.2579213Z  'range_multi_buffers': [None],
2026-02-21T08:55:33.2579470Z  'range_num_stages': [0],
2026-02-21T08:55:33.2579707Z  'range_unroll_factors': [0],
2026-02-21T08:55:33.2579968Z  'range_warp_specializes': [],
2026-02-21T08:55:33.2580220Z  'reduction_loops': [None]}
2026-02-21T08:55:33.2599424Z [123s] Fitting surrogate: 408 points, 408 targets
2026-02-21T08:55:34.0603468Z [124s] Generation 6 starting: 48 neighbors, 5 active search path(s)
2026-02-21T08:55:36.7788506Z Generation 6: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━ 50/50 26.1 configs/s
2026-02-21T08:55:39.9593196Z Generation 6: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━ 50/50 15.9 configs/s
2026-02-21T08:55:46.1077909Z Generation 6: verifying top configs 100% ━━━━━━━━━━━━━━ 1000/1000 173.7         
2026-02-21T08:55:46.1078570Z                                                                   configs/s     
2026-02-21T08:55:46.5997920Z [136s] Generation 6 complete: 
2026-02-21T08:55:46.5998297Z ok=53
2026-02-21T08:55:46.5998524Z min=0.0148
2026-02-21T08:55:46.5998756Z mid=0.0159
2026-02-21T08:55:46.5998972Z max=0.1012
2026-02-21T08:55:46.5999700Z best={'block_sizes': [2],
2026-02-21T08:55:46.6000297Z  'indexing': ['pointer', 'pointer', 'pointer', 'pointer', 'pointer', 'tensor_descriptor', 'pointer',
2026-02-21T08:55:46.6000936Z               'pointer'],
2026-02-21T08:55:46.6001302Z  'load_eviction_policies': ['', '', '', 'first', 'last'],
2026-02-21T08:55:46.6001663Z  'num_stages': 3,
2026-02-21T08:55:46.6001881Z  'num_warps': 4,
2026-02-21T08:55:46.6002091Z  'pid_type': 'flat',
2026-02-21T08:55:46.6002327Z  'range_flattens': [None],
2026-02-21T08:55:46.6002580Z  'range_multi_buffers': [None],
2026-02-21T08:55:46.6002867Z  'range_num_stages': [0],
2026-02-21T08:55:46.6003115Z  'range_unroll_factors': [0],
2026-02-21T08:55:46.6003389Z  'range_warp_specializes': [],
2026-02-21T08:55:46.6003665Z  'reduction_loops': [None]}
2026-02-21T08:55:46.6023757Z [136s] Fitting surrogate: 461 points, 461 targets
2026-02-21T08:55:47.5509894Z [137s] Generation 7 starting: 58 neighbors, 5 active search path(s)
2026-02-21T08:55:50.6281713Z Generation 7: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━ 59/59 41.4 configs/s
2026-02-21T08:55:54.3343412Z Generation 7: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━ 59/59 16.1 configs/s
2026-02-21T08:56:01.2843315Z Generation 7: verifying top configs 100% ━━━━━━━━━━━━━━ 1000/1000 146.5         
2026-02-21T08:56:01.2843858Z                                                                   configs/s     
2026-02-21T08:56:01.8661199Z [152s] Generation 7 complete: 
2026-02-21T08:56:01.8661499Z ok=63
2026-02-21T08:56:01.8661706Z min=0.0154
2026-02-21T08:56:01.8661905Z mid=0.0161
2026-02-21T08:56:01.8662111Z max=0.0377
2026-02-21T08:56:01.8662326Z best={'block_sizes': [8],
2026-02-21T08:56:01.8662804Z  'indexing': ['pointer', 'pointer', 'pointer', 'pointer', 'pointer', 'pointer', 'pointer',
2026-02-21T08:56:01.8663330Z               'tensor_descriptor'],
2026-02-21T08:56:01.8664507Z  'load_eviction_policies': ['first', 'last', 'first', 'last', 'first'],
2026-02-21T08:56:01.8664970Z  'num_stages': 1,
2026-02-21T08:56:01.8665225Z  'num_warps': 16,
2026-02-21T08:56:01.8665452Z  'pid_type': 'flat',
2026-02-21T08:56:01.8665704Z  'range_flattens': [None],
2026-02-21T08:56:01.8665978Z  'range_multi_buffers': [None],
2026-02-21T08:56:01.8666259Z  'range_num_stages': [0],
2026-02-21T08:56:01.8666527Z  'range_unroll_factors': [0],
2026-02-21T08:56:01.8666811Z  'range_warp_specializes': [],
2026-02-21T08:56:01.8667096Z  'reduction_loops': [None]}
2026-02-21T08:56:01.8691824Z [152s] Fitting surrogate: 524 points, 524 targets
2026-02-21T08:56:02.6208112Z [152s] Generation 8 starting: 43 neighbors, 4 active search path(s)
2026-02-21T08:56:05.3506493Z Generation 8: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━ 46/46 16.5 configs/s
2026-02-21T08:56:08.2596534Z Generation 8: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━ 46/46 16.0 configs/s
2026-02-21T08:56:13.5232699Z Generation 8: verifying top configs 100% ━━━━━━━━━━━━━━ 1000/1000 204.8         
2026-02-21T08:56:13.5233279Z                                                                   configs/s     
2026-02-21T08:56:13.9315992Z [164s] Generation 8 complete: 
2026-02-21T08:56:13.9316278Z ok=47
2026-02-21T08:56:13.9316472Z min=0.0154
2026-02-21T08:56:13.9316673Z mid=0.0164
2026-02-21T08:56:13.9316867Z max=0.0275
2026-02-21T08:56:13.9317073Z best={'block_sizes': [8],
2026-02-21T08:56:13.9317524Z  'indexing': ['pointer', 'pointer', 'pointer', 'pointer', 'pointer', 'pointer', 'pointer',
2026-02-21T08:56:13.9318043Z               'tensor_descriptor'],
2026-02-21T08:56:13.9318432Z  'load_eviction_policies': ['first', 'last', 'first', '', 'first'],
2026-02-21T08:56:13.9318834Z  'num_stages': 1,
2026-02-21T08:56:13.9319085Z  'num_warps': 16,
2026-02-21T08:56:13.9319341Z  'pid_type': 'flat',
2026-02-21T08:56:13.9319558Z  'range_flattens': [None],
2026-02-21T08:56:13.9319804Z  'range_multi_buffers': [None],
2026-02-21T08:56:13.9320073Z  'range_num_stages': [0],
2026-02-21T08:56:13.9320308Z  'range_unroll_factors': [0],
2026-02-21T08:56:13.9320569Z  'range_warp_specializes': [],
2026-02-21T08:56:13.9321160Z  'reduction_loops': [None]}
2026-02-21T08:56:13.9342905Z [164s] Fitting surrogate: 571 points, 571 targets
2026-02-21T08:56:14.6391178Z [164s] Generation 9 starting: 41 neighbors, 4 active search path(s)
2026-02-21T08:56:17.2126467Z Generation 9: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━ 43/43 12.4 configs/s
2026-02-21T08:56:19.8847391Z Generation 9: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━ 43/43 16.3 configs/s
2026-02-21T08:56:24.1593620Z Generation 9: verifying top configs 100% ━━━━━━━━━━━━━━ 1000/1000 238.5         
2026-02-21T08:56:24.1594466Z                                                                   configs/s     
2026-02-21T08:56:24.5045982Z [174s] Generation 9 complete: 
2026-02-21T08:56:24.5046254Z ok=45
2026-02-21T08:56:24.5046438Z min=0.0151
2026-02-21T08:56:24.5046620Z mid=0.0162
2026-02-21T08:56:24.5047466Z max=0.1601
2026-02-21T08:56:24.5047707Z best={'block_sizes': [8],
2026-02-21T08:56:24.5048154Z  'indexing': ['pointer', 'pointer', 'pointer', 'pointer', 'pointer', 'pointer', 'pointer',
2026-02-21T08:56:24.5048629Z               'tensor_descriptor'],
2026-02-21T08:56:24.5048990Z  'load_eviction_policies': ['first', 'last', 'first', '', 'first'],
2026-02-21T08:56:24.5049364Z  'num_stages': 1,
2026-02-21T08:56:24.5049566Z  'num_warps': 16,
2026-02-21T08:56:24.5049882Z  'pid_type': 'flat',
2026-02-21T08:56:24.5050104Z  'range_flattens': [None],
2026-02-21T08:56:24.5050348Z  'range_multi_buffers': [None],
2026-02-21T08:56:24.5050586Z  'range_num_stages': [0],
2026-02-21T08:56:24.5050821Z  'range_unroll_factors': [0],
2026-02-21T08:56:24.5051078Z  'range_warp_specializes': [],
2026-02-21T08:56:24.5051328Z  'reduction_loops': [None]}
2026-02-21T08:56:24.5077912Z [174s] Fitting surrogate: 616 points, 616 targets
2026-02-21T08:56:25.1855691Z [175s] Generation 10 starting: 38 neighbors, 4 active search path(s)
2026-02-21T08:56:27.5594544Z Generation 10: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━ 38/38 18.9 configs/s
2026-02-21T08:56:29.9372090Z Generation 10: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━ 38/38 16.3 configs/s
2026-02-21T08:56:34.5029447Z Generation 10: verifying top configs 100% ━━━━━━━━━━━━━ 1000/1000 223.2         
2026-02-21T08:56:34.5030024Z                                                                   configs/s     
2026-02-21T08:56:34.8847892Z [185s] Generation 10 complete: 
2026-02-21T08:56:34.8848160Z ok=42
2026-02-21T08:56:34.8848343Z min=0.0153
2026-02-21T08:56:34.8848524Z mid=0.0158
2026-02-21T08:56:34.8848711Z max=0.0734
2026-02-21T08:56:34.8848900Z best={'block_sizes': [8],
2026-02-21T08:56:34.8849373Z  'indexing': ['pointer', 'tensor_descriptor', 'pointer', 'pointer', 'pointer', 'pointer', 'pointer',
2026-02-21T08:56:34.8850006Z               'tensor_descriptor'],
2026-02-21T08:56:34.8850365Z  'load_eviction_policies': ['first', 'last', 'first', '', 'first'],
2026-02-21T08:56:34.8850750Z  'num_stages': 1,
2026-02-21T08:56:34.8850948Z  'num_warps': 16,
2026-02-21T08:56:34.8851147Z  'pid_type': 'flat',
2026-02-21T08:56:34.8851361Z  'range_flattens': [None],
2026-02-21T08:56:34.8851615Z  'range_multi_buffers': [None],
2026-02-21T08:56:34.8851859Z  'range_num_stages': [0],
2026-02-21T08:56:34.8852089Z  'range_unroll_factors': [0],
2026-02-21T08:56:34.8852335Z  'range_warp_specializes': [],
2026-02-21T08:56:34.8852586Z  'reduction_loops': [None]}
2026-02-21T08:56:34.8880779Z [185s] Fitting surrogate: 658 points, 658 targets
2026-02-21T08:56:35.6438121Z [185s] Generation 11 starting: 43 neighbors, 4 active search path(s)
2026-02-21T08:56:38.0217098Z Generation 11: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━ 44/44 4.8 configs/s
2026-02-21T08:56:40.7374798Z Generation 11: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━ 44/44 16.5 configs/s
2026-02-21T08:56:45.9947347Z Generation 11: verifying top configs 100% ━━━━━━━━━━━━━ 1000/1000 205.6         
2026-02-21T08:56:45.9947910Z                                                                   configs/s     
2026-02-21T08:56:46.4129741Z [196s] Generation 11 complete: 
2026-02-21T08:56:46.4130021Z ok=47
2026-02-21T08:56:46.4130635Z min=0.0153
2026-02-21T08:56:46.4130820Z mid=0.0160
2026-02-21T08:56:46.4130991Z max=0.0292
2026-02-21T08:56:46.4131180Z best={'block_sizes': [8],
2026-02-21T08:56:46.4131581Z  'indexing': ['pointer', 'pointer', 'pointer', 'tensor_descriptor', 'tensor_descriptor',
2026-02-21T08:56:46.4132130Z               'tensor_descriptor', 'tensor_descriptor', 'tensor_descriptor'],
2026-02-21T08:56:46.4132568Z  'load_eviction_policies': ['first', '', '', '', 'first'],
2026-02-21T08:56:46.4132889Z  'num_stages': 1,
2026-02-21T08:56:46.4133110Z  'num_warps': 16,
2026-02-21T08:56:46.4133311Z  'pid_type': 'flat',
2026-02-21T08:56:46.4133542Z  'range_flattens': [None],
2026-02-21T08:56:46.4133774Z  'range_multi_buffers': [None],
2026-02-21T08:56:46.4134348Z  'range_num_stages': [0],
2026-02-21T08:56:46.4134591Z  'range_unroll_factors': [0],
2026-02-21T08:56:46.4135178Z  'range_warp_specializes': [],
2026-02-21T08:56:46.4135439Z  'reduction_loops': [None]}
2026-02-21T08:56:46.4161818Z [196s] Fitting surrogate: 705 points, 705 targets
2026-02-21T08:56:47.0975175Z [197s] Generation 12 starting: 38 neighbors, 4 active search path(s)
2026-02-21T08:56:49.2581589Z Generation 12: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━ 39/39 14.5 configs/s
2026-02-21T08:56:51.6633670Z Generation 12: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━ 39/39 16.5 configs/s
2026-02-21T08:56:55.9750978Z Generation 12: verifying top configs 100% ━━━━━━━━━━━━━ 1000/1000 236.4         
2026-02-21T08:56:55.9751515Z                                                                   configs/s     
2026-02-21T08:56:56.3378871Z [206s] Generation 12 complete: 
2026-02-21T08:56:56.3379131Z ok=42
2026-02-21T08:56:56.3379316Z min=0.0154
2026-02-21T08:56:56.3379505Z mid=0.0163
2026-02-21T08:56:56.3379677Z max=0.1014
2026-02-21T08:56:56.3379876Z best={'block_sizes': [8],
2026-02-21T08:56:56.3380348Z  'indexing': ['pointer', 'pointer', 'pointer', 'pointer', 'pointer', 'tensor_descriptor', 'pointer',
2026-02-21T08:56:56.3380867Z               'tensor_descriptor'],
2026-02-21T08:56:56.3381262Z  'load_eviction_policies': ['first', 'last', 'first', '', 'first'],
2026-02-21T08:56:56.3381617Z  'num_stages': 2,
2026-02-21T08:56:56.3381824Z  'num_warps': 16,
2026-02-21T08:56:56.3382020Z  'pid_type': 'flat',
2026-02-21T08:56:56.3382252Z  'range_flattens': [None],
2026-02-21T08:56:56.3382491Z  'range_multi_buffers': [None],
2026-02-21T08:56:56.3382743Z  'range_num_stages': [0],
2026-02-21T08:56:56.3382976Z  'range_unroll_factors': [0],
2026-02-21T08:56:56.3383221Z  'range_warp_specializes': [],
2026-02-21T08:56:56.3383470Z  'reduction_loops': [None]}
2026-02-21T08:56:56.3414578Z [206s] Fitting surrogate: 747 points, 747 targets
2026-02-21T08:56:56.7505559Z [207s] Generation 13 starting: 20 neighbors, 2 active search path(s)
2026-02-21T08:56:58.0900617Z Generation 13: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━ 20/20 8.9 configs/s
2026-02-21T08:56:59.3333512Z Generation 13: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━ 20/20 16.7 configs/s
2026-02-21T08:57:01.7922657Z Generation 13: verifying top configs 100% ━━━━━━━━━━━━━ 1000/1000 414.8         
2026-02-21T08:57:01.7923210Z                                                                   configs/s     
2026-02-21T08:57:01.9933264Z [212s] Generation 13 complete: 
2026-02-21T08:57:01.9933557Z ok=22
2026-02-21T08:57:01.9933750Z min=0.0154
2026-02-21T08:57:01.9933941Z mid=0.0162
2026-02-21T08:57:01.9934419Z max=0.0207
2026-02-21T08:57:01.9934630Z best={'block_sizes': [8],
2026-02-21T08:57:01.9935077Z  'indexing': ['pointer', 'pointer', 'pointer', 'pointer', 'pointer', 'tensor_descriptor', 'pointer',
2026-02-21T08:57:01.9935581Z               'tensor_descriptor'],
2026-02-21T08:57:01.9935947Z  'load_eviction_policies': ['first', 'last', 'first', 'last', 'first'],
2026-02-21T08:57:01.9936319Z  'num_stages': 2,
2026-02-21T08:57:01.9936517Z  'num_warps': 16,
2026-02-21T08:57:01.9936736Z  'pid_type': 'flat',
2026-02-21T08:57:01.9936958Z  'range_flattens': [None],
2026-02-21T08:57:01.9937192Z  'range_multi_buffers': [None],
2026-02-21T08:57:01.9937930Z  'range_num_stages': [0],
2026-02-21T08:57:01.9938169Z  'range_unroll_factors': [0],
2026-02-21T08:57:01.9938421Z  'range_warp_specializes': [],
2026-02-21T08:57:01.9938663Z  'reduction_loops': [None]}
2026-02-21T08:57:01.9968685Z [212s] Fitting surrogate: 769 points, 769 targets
2026-02-21T08:57:02.4440719Z [212s] Generation 14 starting: 22 neighbors, 2 active search path(s)
2026-02-21T08:57:03.8702822Z Generation 14: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━ 23/23 14.8 configs/s
2026-02-21T08:57:05.3105218Z Generation 14: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━ 23/23 16.4 configs/s
2026-02-21T08:57:07.8737880Z Generation 14: verifying top configs 100% ━━━━━━━━━━━━━ 1000/1000 397.6         
2026-02-21T08:57:07.8738375Z                                                                   configs/s     
2026-02-21T08:57:08.0747579Z [218s] Generation 14 complete: 
2026-02-21T08:57:08.0747923Z ok=24
2026-02-21T08:57:08.0748119Z min=0.0155
2026-02-21T08:57:08.0748300Z mid=0.0170
2026-02-21T08:57:08.0748517Z max=0.0325
2026-02-21T08:57:08.0748710Z best={'block_sizes': [8],
2026-02-21T08:57:08.0749170Z  'indexing': ['pointer', 'pointer', 'pointer', 'pointer', 'pointer', 'tensor_descriptor', 'pointer',
2026-02-21T08:57:08.0749682Z               'tensor_descriptor'],
2026-02-21T08:57:08.0750067Z  'load_eviction_policies': ['first', 'last', 'last', 'last', 'first'],
2026-02-21T08:57:08.0750445Z  'num_stages': 2,
2026-02-21T08:57:08.0750651Z  'num_warps': 16,
2026-02-21T08:57:08.0750860Z  'pid_type': 'flat',
2026-02-21T08:57:08.0751080Z  'range_flattens': [None],
2026-02-21T08:57:08.0751322Z  'range_multi_buffers': [None],
2026-02-21T08:57:08.0751563Z  'range_num_stages': [0],
2026-02-21T08:57:08.0751799Z  'range_unroll_factors': [0],
2026-02-21T08:57:08.0752051Z  'range_warp_specializes': [],
2026-02-21T08:57:08.0752297Z  'reduction_loops': [None]}
2026-02-21T08:57:08.0783481Z [218s] Fitting surrogate: 793 points, 793 targets
2026-02-21T08:57:08.5029851Z [218s] Generation 15 starting: 21 neighbors, 2 active search path(s)
2026-02-21T08:57:10.1890718Z Generation 15: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━ 23/23 14.6 configs/s
2026-02-21T08:57:11.6144462Z Generation 15: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━ 23/23 16.6 configs/s
2026-02-21T08:57:13.8643316Z Generation 15: verifying top configs 100% ━━━━━━━━━━━━━ 1000/1000 453.0         
2026-02-21T08:57:13.8643841Z                                                                   configs/s     
2026-02-21T08:57:14.0472702Z [224s] Generation 15 complete: 
2026-02-21T08:57:14.0472977Z ok=24
2026-02-21T08:57:14.0473183Z min=0.0155
2026-02-21T08:57:14.0473374Z mid=0.0176
2026-02-21T08:57:14.0473547Z max=0.1033
2026-02-21T08:57:14.0473741Z best={'block_sizes': [8],
2026-02-21T08:57:14.0474532Z  'indexing': ['pointer', 'pointer', 'pointer', 'pointer', 'pointer', 'tensor_descriptor', 'pointer',
2026-02-21T08:57:14.0475072Z               'tensor_descriptor'],
2026-02-21T08:57:14.0475424Z  'load_eviction_policies': ['first', 'last', 'last', '', 'first'],
2026-02-21T08:57:14.0476356Z  'num_stages': 2,
2026-02-21T08:57:14.0476583Z  'num_warps': 16,
2026-02-21T08:57:14.0476784Z  'pid_type': 'flat',
2026-02-21T08:57:14.0477025Z  'range_flattens': [None],
2026-02-21T08:57:14.0477265Z  'range_multi_buffers': [None],
2026-02-21T08:57:14.0477513Z  'range_num_stages': [0],
2026-02-21T08:57:14.0477736Z  'range_unroll_factors': [0],
2026-02-21T08:57:14.0477984Z  'range_warp_specializes': [],
2026-02-21T08:57:14.0478235Z  'reduction_loops': [None]}
2026-02-21T08:57:14.0511666Z [224s] Fitting surrogate: 817 points, 817 targets
2026-02-21T08:57:14.4644970Z [224s] Generation 16 starting: 20 neighbors, 2 active search path(s)
2026-02-21T08:57:16.1837280Z Generation 16: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━ 22/22 16.8 configs/s
2026-02-21T08:57:17.5188661Z Generation 16: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━ 22/22 17.0 configs/s
2026-02-21T08:57:19.8956585Z Generation 16: verifying top configs 100% ━━━━━━━━━━━━━ 1000/1000 428.9         
2026-02-21T08:57:19.8957117Z                                                                   configs/s     
2026-02-21T08:57:20.0885721Z [230s] Generation 16 complete: 
2026-02-21T08:57:20.0885991Z error=1
2026-02-21T08:57:20.0886200Z ok=22
2026-02-21T08:57:20.0886377Z min=0.0153
2026-02-21T08:57:20.0886554Z mid=0.0175
2026-02-21T08:57:20.0886714Z max=0.0236
2026-02-21T08:57:20.0886902Z best={'block_sizes': [8],
2026-02-21T08:57:20.0887339Z  'indexing': ['pointer', 'pointer', 'pointer', 'pointer', 'pointer', 'tensor_descriptor', 'pointer',
2026-02-21T08:57:20.0887843Z               'tensor_descriptor'],
2026-02-21T08:57:20.0888198Z  'load_eviction_policies': ['first', 'last', 'last', '', 'first'],
2026-02-21T08:57:20.0888566Z  'num_stages': 2,
2026-02-21T08:57:20.0888782Z  'num_warps': 16,
2026-02-21T08:57:20.0888980Z  'pid_type': 'flat',
2026-02-21T08:57:20.0889228Z  'range_flattens': [None],
2026-02-21T08:57:20.0889463Z  'range_multi_buffers': [None],
2026-02-21T08:57:20.0889780Z  'range_num_stages': [0],
2026-02-21T08:57:20.0890027Z  'range_unroll_factors': [0],
2026-02-21T08:57:20.0890283Z  'range_warp_specializes': [],
2026-02-21T08:57:20.0890533Z  'reduction_loops': [None]}
2026-02-21T08:57:20.0923036Z [230s] Fitting surrogate: 840 points, 840 targets
2026-02-21T08:57:20.4714940Z [230s] Generation 17 starting: 19 neighbors, 2 active search path(s)
2026-02-21T08:57:21.7450615Z Generation 17: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━ 21/21 39.2 configs/s
2026-02-21T08:57:23.0550370Z Generation 17: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━ 21/21 16.6 configs/s
2026-02-21T08:57:25.3720762Z Generation 17: verifying top configs 100% ━━━━━━━━━━━━━ 1000/1000 439.8         
2026-02-21T08:57:25.3721278Z                                                                   configs/s     
2026-02-21T08:57:25.5656358Z [235s] Generation 17 complete: 
2026-02-21T08:57:25.5656670Z ok=22
2026-02-21T08:57:25.5656863Z min=0.0154
2026-02-21T08:57:25.5657041Z mid=0.0160
2026-02-21T08:57:25.5657215Z max=0.0239
2026-02-21T08:57:25.5657400Z best={'block_sizes': [8],
2026-02-21T08:57:25.5657875Z  'indexing': ['pointer', 'pointer', 'pointer', 'pointer', 'pointer', 'tensor_descriptor', 'pointer',
2026-02-21T08:57:25.5658383Z               'tensor_descriptor'],
2026-02-21T08:57:25.5658744Z  'load_eviction_policies': ['first', 'last', 'last', '', 'first'],
2026-02-21T08:57:25.5659202Z  'num_stages': 4,
2026-02-21T08:57:25.5659472Z  'num_warps': 4,
2026-02-21T08:57:25.5659696Z  'pid_type': 'flat',
2026-02-21T08:57:25.5659915Z  'range_flattens': [None],
2026-02-21T08:57:25.5660161Z  'range_multi_buffers': [None],
2026-02-21T08:57:25.5660411Z  'range_num_stages': [0],
2026-02-21T08:57:25.5660656Z  'range_unroll_factors': [0],
2026-02-21T08:57:25.5660909Z  'range_warp_specializes': [],
2026-02-21T08:57:25.5661168Z  'reduction_loops': [None]}
2026-02-21T08:57:25.5699617Z [235s] Fitting surrogate: 862 points, 862 targets
2026-02-21T08:57:25.9746465Z [236s] Generation 18 starting: 19 neighbors, 2 active search path(s)
2026-02-21T08:57:27.6354804Z Generation 18: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━ 20/20 7.4 configs/s
2026-02-21T08:57:28.8896652Z Generation 18: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━ 20/20 16.5 configs/s
2026-02-21T08:57:30.7256709Z Generation 18: verifying top configs 100% ━━━━━━━━━━━━━ 1000/1000 555.7         
2026-02-21T08:57:30.7257239Z                                                                   configs/s     
2026-02-21T08:57:30.8819116Z [241s] Generation 18 complete: 
2026-02-21T08:57:30.8819380Z ok=21
2026-02-21T08:57:30.8819571Z min=0.0152
2026-02-21T08:57:30.8819769Z mid=0.0158
2026-02-21T08:57:30.8819943Z max=0.0337
2026-02-21T08:57:30.8820137Z best={'block_sizes': [8],
2026-02-21T08:57:30.8820597Z  'indexing': ['pointer', 'pointer', 'pointer', 'pointer', 'pointer', 'tensor_descriptor', 'pointer',
2026-02-21T08:57:30.8821122Z               'tensor_descriptor'],
2026-02-21T08:57:30.8821945Z  'load_eviction_policies': ['first', 'last', 'first', '', 'first'],
2026-02-21T08:57:30.8822351Z  'num_stages': 4,
2026-02-21T08:57:30.8822596Z  'num_warps': 16,
2026-02-21T08:57:30.8822846Z  'pid_type': 'flat',
2026-02-21T08:57:30.8823105Z  'range_flattens': [None],
2026-02-21T08:57:30.8823352Z  'range_multi_buffers': [None],
2026-02-21T08:57:30.8823610Z  'range_num_stages': [0],
2026-02-21T08:57:30.8823847Z  'range_unroll_factors': [0],
2026-02-21T08:57:30.8824530Z  'range_warp_specializes': [],
2026-02-21T08:57:30.8824787Z  'reduction_loops': [None]}
2026-02-21T08:57:30.8858748Z [241s] Fitting surrogate: 883 points, 883 targets
2026-02-21T08:57:31.2812351Z [241s] Generation 19 starting: 17 neighbors, 2 active search path(s)
2026-02-21T08:57:32.4213664Z Generation 19: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━ 18/18 16.8 configs/s
2026-02-21T08:57:33.9003407Z Generation 19: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━ 18/18 12.3 configs/s
2026-02-21T08:57:35.7402413Z Generation 19: verifying top configs 100% ━━━━━━━━━━━━━ 1000/1000 554.3         
2026-02-21T08:57:35.7402942Z                                                                   configs/s     
2026-02-21T08:57:35.8885348Z [246s] Generation 19 complete: 
2026-02-21T08:57:35.8885717Z ok=19
2026-02-21T08:57:35.8885933Z min=0.0150
2026-02-21T08:57:35.8886111Z mid=0.0156
2026-02-21T08:57:35.8886282Z max=0.0269
2026-02-21T08:57:35.8886475Z best={'block_sizes': [16],
2026-02-21T08:57:35.8886944Z  'indexing': ['pointer', 'pointer', 'pointer', 'pointer', 'pointer', 'tensor_descriptor', 'pointer',
2026-02-21T08:57:35.8887437Z               'pointer'],
2026-02-21T08:57:35.8887767Z  'load_eviction_policies': ['first', 'last', 'first', '', 'first'],
2026-02-21T08:57:35.8888120Z  'num_stages': 4,
2026-02-21T08:57:35.8888337Z  'num_warps': 8,
2026-02-21T08:57:35.8888546Z  'pid_type': 'flat',
2026-02-21T08:57:35.8888777Z  'range_flattens': [None],
2026-02-21T08:57:35.8889025Z  'range_multi_buffers': [None],
2026-02-21T08:57:35.8889281Z  'range_num_stages': [0],
2026-02-21T08:57:35.8889535Z  'range_unroll_factors': [0],
2026-02-21T08:57:35.8889902Z  'range_warp_specializes': [],
2026-02-21T08:57:35.8890176Z  'reduction_loops': [None]}
2026-02-21T08:57:35.8919582Z [246s] Fitting surrogate: 902 points, 902 targets
2026-02-21T08:57:36.3448542Z [246s] Generation 20 starting: 23 neighbors, 2 active search path(s)
2026-02-21T08:57:38.1986970Z Generation 20: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━ 24/24 9.3 configs/s
2026-02-21T08:57:39.6907770Z Generation 20: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━ 24/24 16.5 configs/s
2026-02-21T08:57:42.2523868Z Generation 20: verifying top configs 100% ━━━━━━━━━━━━━ 1000/1000 397.5         
2026-02-21T08:57:42.2524541Z                                                                   configs/s     
2026-02-21T08:57:42.4649314Z [252s] Generation 20 complete: 
2026-02-21T08:57:42.4649600Z ok=26
2026-02-21T08:57:42.4649778Z min=0.0152
2026-02-21T08:57:42.4650040Z mid=0.0161
2026-02-21T08:57:42.4650243Z max=0.1013
2026-02-21T08:57:42.4650433Z best={'block_sizes': [16],
2026-02-21T08:57:42.4650856Z  'indexing': ['pointer', 'pointer', 'pointer', 'pointer', 'pointer', 'tensor_descriptor',
2026-02-21T08:57:42.4651934Z               'tensor_descriptor', 'pointer'],
2026-02-21T08:57:42.4652321Z  'load_eviction_policies': ['first', 'last', 'first', '', ''],
2026-02-21T08:57:42.4652670Z  'num_stages': 4,
2026-02-21T08:57:42.4652888Z  'num_warps': 16,
2026-02-21T08:57:42.4653079Z  'pid_type': 'flat',
2026-02-21T08:57:42.4653295Z  'range_flattens': [None],
2026-02-21T08:57:42.4653527Z  'range_multi_buffers': [None],
2026-02-21T08:57:42.4653777Z  'range_num_stages': [0],
2026-02-21T08:57:42.4654299Z  'range_unroll_factors': [0],
2026-02-21T08:57:42.4654564Z  'range_warp_specializes': [],
2026-02-21T08:57:42.4654816Z  'reduction_loops': [None]}
2026-02-21T08:57:42.4691094Z [252s] Fitting surrogate: 928 points, 928 targets
2026-02-21T08:57:42.6252191Z [252s] Autotuning complete in 252.9s after searching 878 configs.
2026-02-21T08:57:42.6253013Z One can hardcode the best config and skip autotuning with:
2026-02-21T08:57:42.6255170Z     @helion.kernel(config=helion.Config(block_sizes=[16], indexing=['pointer', 'pointer', 'pointer', 'pointer', 'pointer', 'tensor_descriptor', 'tensor_descriptor', 'pointer'], load_eviction_policies=['first', 'last', 'first', '', ''], num_stages=4, num_warps=16, pid_type='flat', range_flattens=[None], range_multi_buffers=[None], range_num_stages=[0], range_unroll_factors=[0], range_warp_specializes=[], reduction_loops=[None]), static_shapes=True)
2026-02-21T08:57:42.6256833Z 
2026-02-21T08:57:42.6257240Z [252s] Code of selected kernel: /tmp/torchinductor_root/zp/czphtv52m4iiub2tgpyye6pe242klubn2vxkbfrjztr6eegle4ok.py
2026-02-21T08:57:42.6433184Z from __future__ import annotations
2026-02-21T08:57:42.6433392Z 
2026-02-21T08:57:42.6433474Z import torch
2026-02-21T08:57:42.6433676Z import triton
2026-02-21T08:57:42.6433913Z import triton.language as tl
2026-02-21T08:57:42.6434428Z from torch._inductor.runtime.triton_compat import libdevice
2026-02-21T08:57:42.6434920Z from helion.runtime import default_launcher as _default_launcher
2026-02-21T08:57:42.6435221Z 
2026-02-21T08:57:42.6435339Z _BLOCK_SIZE_0 = tl.constexpr(16)
2026-02-21T08:57:42.6435518Z 
2026-02-21T08:57:42.6435602Z @triton.jit
2026-02-21T08:57:42.6435953Z def _helion_rms_norm_fwd(x, weight, out, inv_rms, eps, _RDIM_SIZE_1: tl.constexpr):
2026-02-21T08:57:42.6436457Z     # src[rms_norm.py:57]: for tile_m in hl.tile(m):
2026-02-21T08:57:42.6436782Z     pid_0 = tl.program_id(0)
2026-02-21T08:57:42.6437055Z     offset_0 = pid_0 * _BLOCK_SIZE_0
2026-02-21T08:57:42.6437426Z     indices_0 = (offset_0 + tl.arange(0, _BLOCK_SIZE_0)).to(tl.int32)
2026-02-21T08:57:42.6437847Z     indices_1 = tl.arange(0, _RDIM_SIZE_1).to(tl.int32)
2026-02-21T08:57:42.6438255Z     # src[rms_norm.py:58]: x_tile = x[tile_m, :].to(torch.float32)
2026-02-21T08:57:42.6438861Z     x_tile = tl.load(x + (indices_0[:, None] * 2048 + indices_1[None, :] * 1), None, eviction_policy='evict_first')
2026-02-21T08:57:42.6439449Z     # src[rms_norm.py:61]: x_squared = x_tile * x_tile
2026-02-21T08:57:42.6439780Z     v_0 = x_tile * x_tile
2026-02-21T08:57:42.6440138Z     # src[rms_norm.py:62]: mean_x_squared = torch.mean(x_squared, dim=-1)
2026-02-21T08:57:42.6440605Z     mean_x_squared_extra = tl.cast(tl.sum(v_0, 1), tl.float32)
2026-02-21T08:57:42.6440957Z     v_1 = 2048
2026-02-21T08:57:42.6441178Z     v_2 = tl.cast(v_1, tl.float32)
2026-02-21T08:57:42.6441463Z     v_3 = mean_x_squared_extra / v_2
2026-02-21T08:57:42.6441842Z     # src[rms_norm.py:63]: inv_rms_tile = torch.rsqrt(mean_x_squared + eps)
2026-02-21T08:57:42.6442174Z     v_4 = v_3 + eps
2026-02-21T08:57:42.6442374Z     v_5 = libdevice.rsqrt(v_4)
2026-02-21T08:57:42.6442664Z     # src[rms_norm.py:66]: normalized = x_tile * inv_rms_tile[:, None]
2026-02-21T08:57:42.6442995Z     subscript = v_5[:, None]
2026-02-21T08:57:42.6443209Z     v_6 = x_tile * subscript
2026-02-21T08:57:42.6443567Z     # src[rms_norm.py:67]: out[tile_m, :] = (normalized * weight[:].to(torch.float32)).to(out.dtype)
2026-02-21T08:57:42.6444255Z     load_1 = tl.load(weight + indices_1 * 1, None, eviction_policy='evict_last')
2026-02-21T08:57:42.6444863Z     v_7 = load_1[None, :]
2026-02-21T08:57:42.6445073Z     v_8 = v_6 * v_7
2026-02-21T08:57:42.6445353Z     tl.store(out + (indices_0[:, None] * 2048 + indices_1[None, :] * 1), v_8, None)
2026-02-21T08:57:42.6445793Z     # src[rms_norm.py:68]: inv_rms[tile_m] = inv_rms_tile.to(out.dtype)
2026-02-21T08:57:42.6446142Z     tl.store(inv_rms + indices_0 * 1, v_5, None)
2026-02-21T08:57:42.6446331Z 
2026-02-21T08:57:42.6446619Z def rms_norm_fwd(x: torch.Tensor, weight: torch.Tensor, eps: float=1e-05, *, _launcher=_default_launcher):
2026-02-21T08:57:42.6447085Z     """
2026-02-21T08:57:42.6447339Z     Performs Root Mean Square (RMS) normalization on the input tensor.
2026-02-21T08:57:42.6447622Z 
2026-02-21T08:57:42.6447802Z     RMS normalization normalizes by the root mean square of the elements:
2026-02-21T08:57:42.6448335Z     output = x / sqrt(mean(x^2) + eps) * weight
2026-02-21T08:57:42.6448563Z 
2026-02-21T08:57:42.6448627Z     Args:
2026-02-21T08:57:42.6448814Z         x: Input tensor of shape [M, N]
2026-02-21T08:57:42.6449088Z         weight: Scale parameter of shape [N]
2026-02-21T08:57:42.6449379Z         eps: Small constant for numerical stability
2026-02-21T08:57:42.6449575Z 
2026-02-21T08:57:42.6449638Z     Returns:
2026-02-21T08:57:42.6449987Z         Output tensor of shape [M, N] with RMS normalization applied
2026-02-21T08:57:42.6450383Z         RMS tensor of shape [M, 1] with RMS values for each element
2026-02-21T08:57:42.6450682Z     """
2026-02-21T08:57:42.6450851Z     # src[rms_norm.py:51]: m, n = x.size()
2026-02-21T08:57:42.6451083Z     m, n = x.size()
2026-02-21T08:57:42.6451435Z     # src[rms_norm.py:52]: assert weight.size(0) == n, f"weight size mismatch {weight.size(0)} != {n}"
2026-02-21T08:57:42.6451970Z     assert weight.size(0) == n, f'weight size mismatch {weight.size(0)} != {n}'
2026-02-21T08:57:42.6452369Z     # src[rms_norm.py:54]: out = torch.empty_like(x)
2026-02-21T08:57:42.6452619Z     out = torch.empty_like(x)
2026-02-21T08:57:42.6452919Z     # src[rms_norm.py:55]: inv_rms = torch.empty([m], dtype=x.dtype, device=x.device)
2026-02-21T08:57:42.6453322Z     inv_rms = torch.empty([m], dtype=x.dtype, device=x.device)
2026-02-21T08:57:42.6453618Z     # src[rms_norm.py:57]: for tile_m in hl.tile(m):
2026-02-21T08:57:42.6453870Z     _BLOCK_SIZE_0 = 16
2026-02-21T08:57:42.6454179Z     _RDIM_SIZE_1 = 2048
2026-02-21T08:57:42.6454383Z     # src[rms_norm.py:57]: for tile_m in hl.tile(m):
2026-02-21T08:57:42.6454691Z     # src[rms_norm.py:58]:     x_tile = x[tile_m, :].to(torch.float32)
2026-02-21T08:57:42.6454990Z     # src[rms_norm.py:57-68]: ...
2026-02-21T08:57:42.6455471Z     _launcher(_helion_rms_norm_fwd, (triton.cdiv(2048, _BLOCK_SIZE_0),), x, weight, out, inv_rms, eps, _RDIM_SIZE_1, num_warps=16, num_stages=4)
2026-02-21T08:57:42.6456015Z     # src[rms_norm.py:70]: return out, inv_rms.reshape(-1, 1)
2026-02-21T08:57:42.6456304Z     return (out, inv_rms.reshape(-1, 1))
2026-02-21T08:57:43.5809246Z WARNING:tritonbench.utils.triton_op:Completed input ID 1:
2026-02-21T08:57:43.5809654Z (M, H)
2026-02-21T08:57:43.5809833Z ------------
2026-02-21T08:57:43.5810111Z (2048, 2048)
2026-02-21T08:57:43.5810230Z 
2026-02-21T08:57:43.5822478Z  33%|███▎      | 2/6 [08:09<16:28, 247.17s/it]WARNING:tritonbench.utils.triton_op:Running input ID 2:
2026-02-21T08:57:43.5822923Z (M, H)
2026-02-21T08:57:43.5823088Z ------------
2026-02-21T08:57:43.5823256Z (2048, 4096)
2026-02-21T08:57:43.5827643Z INFO:tritonbench.utils.triton_op:Took 0.30ms to get benchmark function for llama_rms
2026-02-21T08:57:44.9883636Z INFO:tritonbench.utils.triton_op:Took 0.37ms to get benchmark function for liger_rms
2026-02-21T08:57:46.4380402Z INFO:tritonbench.utils.triton_op:Took 3.38ms to get benchmark function for torch_compile_rms
2026-02-21T08:57:47.9045571Z WARNING:__main__:Input tensor metadata:
2026-02-21T08:57:47.9045919Z { 'args': ( 4096,
2026-02-21T08:57:47.9046152Z             { 'device': 'cuda:0',
2026-02-21T08:57:47.9046439Z               'dtype': 'torch.float32',
2026-02-21T08:57:47.9047158Z               'shape': (2048, 4096),
2026-02-21T08:57:47.9047441Z               'stride': (4096, 1)},
2026-02-21T08:57:47.9047695Z             { 'device': 'cuda:0',
2026-02-21T08:57:47.9047953Z               'dtype': 'torch.float32',
2026-02-21T08:57:47.9048216Z               'shape': (4096,),
2026-02-21T08:57:47.9048443Z               'stride': (1,)}),
2026-02-21T08:57:47.9048672Z   'kwargs': {}}
2026-02-21T08:57:47.9072638Z INFO:tritonbench.utils.triton_op:Took 3.10ms to get benchmark function for helion_rms_norm_tritonbench
2026-02-21T08:57:48.0299695Z [0s] Autotune random seed: 2137247725
2026-02-21T08:57:48.0541828Z [0s] Starting LFBOPatternSearch with initial_population=FROM_RANDOM, copies=5, max_generations=20, similarity_penalty=1.0
2026-02-21T08:58:22.5165886Z [34s] Timeout after 30s compiling Config(block_sizes=[256], indexing=['tensor_descriptor', 'pointer', 'pointer', 'pointer', 'tensor_descriptor', 'pointer', 'tensor_descriptor', 'tensor_descriptor'], load_eviction_policies=['first', 'first', 'first', '', ''], maxnreg=64, num_sm_multiplier=128, num_stages=6, num_warps=1, pid_type='persistent_interleaved', range_flattens=[False], range_multi_buffers=[None], range_num_stages=[0], range_unroll_factors=[2], range_warp_specializes=[], reduction_loops=[64])
2026-02-21T08:58:22.5832022Z [34s] Timeout after 30s compiling Config(block_sizes=[256], indexing=['tensor_descriptor', 'tensor_descriptor', 'pointer', 'tensor_descriptor', 'tensor_descriptor', 'tensor_descriptor', 'pointer', 'pointer'], load_eviction_policies=['', 'last', 'last', '', 'first'], maxnreg=64, num_sm_multiplier=32, num_stages=5, num_warps=1, pid_type='persistent_interleaved', range_flattens=[False], range_multi_buffers=[None], range_num_stages=[2], range_unroll_factors=[2], range_warp_specializes=[], reduction_loops=[128])
2026-02-21T08:58:23.0099827Z [34s] Timeout after 30s compiling Config(block_sizes=[256], indexing=['tensor_descriptor', 'tensor_descriptor', 'tensor_descriptor', 'tensor_descriptor', 'tensor_descriptor', 'tensor_descriptor', 'tensor_descriptor', 'tensor_descriptor'], load_eviction_policies=['first', '', 'first', '', ''], num_stages=1, num_warps=4, pid_type='flat', range_flattens=[None], range_multi_buffers=[None], range_num_stages=[0], range_unroll_factors=[0], range_warp_specializes=[], reduction_loops=[512])
2026-02-21T08:58:24.0133789Z [35s] Timeout after 30s compiling Config(block_sizes=[1024], indexing=['tensor_descriptor', 'tensor_descriptor', 'tensor_descriptor', 'tensor_descriptor', 'pointer', 'tensor_descriptor', 'tensor_descriptor', 'pointer'], load_eviction_policies=['', '', 'last', 'last', 'first'], maxnreg=128, num_sm_multiplier=4, num_stages=5, num_warps=2, pid_type='persistent_interleaved', range_flattens=[False], range_multi_buffers=[False], range_num_stages=[2], range_unroll_factors=[4], range_warp_specializes=[], reduction_loops=[64])
2026-02-21T08:58:24.0154532Z Initial population precompiling 100% ━━━━━━━━━━━━━━━━━━━━━ 100/100 0.5 configs/s
2026-02-21T08:58:29.5802525Z Initial population exploring neighbors 100% ━━━━━━━━━━━━━ 100/100 18.1 configs/s
2026-02-21T08:58:29.5816317Z [41s] Adaptive compile timeout: 30s (90% percentile=3.7s, bounds=[30.0s, 30s])
2026-02-21T08:58:30.5247301Z Verifying initial results 100% ━━━━━━━━━━━━━━━━━━━━━━ 1000/1000 1077.7 configs/s
2026-02-21T08:58:30.6258738Z [42s] Initial random population of 100, 5 starting points: 
2026-02-21T08:58:30.6259085Z error=5
2026-02-21T08:58:30.6259251Z timeout=4
2026-02-21T08:58:30.6259409Z ok=91
2026-02-21T08:58:30.6259594Z min=0.0268
2026-02-21T08:58:30.6259754Z mid=0.1578
2026-02-21T08:58:30.6259918Z max=2.4657
2026-02-21T08:58:30.6260093Z best={'block_sizes': [1],
2026-02-21T08:58:30.6260477Z  'indexing': ['pointer', 'pointer', 'pointer', 'pointer', 'pointer', 'pointer', 'pointer',
2026-02-21T08:58:30.6260909Z               'pointer'],
2026-02-21T08:58:30.6261171Z  'load_eviction_policies': ['', '', '', '', ''],
2026-02-21T08:58:30.6261448Z  'num_stages': 1,
2026-02-21T08:58:30.6261631Z  'num_warps': 4,
2026-02-21T08:58:30.6261826Z  'pid_type': 'flat',
2026-02-21T08:58:30.6262584Z  'range_flattens': [None],
2026-02-21T08:58:30.6262828Z  'range_multi_buffers': [None],
2026-02-21T08:58:30.6263060Z  'range_num_stages': [0],
2026-02-21T08:58:30.6263285Z  'range_unroll_factors': [0],
2026-02-21T08:58:30.6263524Z  'range_warp_specializes': [],
2026-02-21T08:58:30.6263757Z  'reduction_loops': [None]}
2026-02-21T08:58:30.6279378Z [42s] Fitting surrogate: 100 points, 100 targets
2026-02-21T08:58:31.9063184Z [43s] Generation 1 starting: 80 neighbors, 5 active search path(s)
2026-02-21T08:58:38.7955091Z Generation 1: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 84/84 7.2 configs/s
2026-02-21T08:58:43.9174925Z Generation 1: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━ 84/84 16.5 configs/s
2026-02-21T08:58:51.5464708Z Generation 1: verifying top configs 100% ━━━━━━━━━━━━━━ 1000/1000 133.4         
2026-02-21T08:58:51.5466126Z                                                                   configs/s     
2026-02-21T08:58:52.1779903Z [64s] Generation 1 complete: 
2026-02-21T08:58:52.1780251Z ok=86
2026-02-21T08:58:52.1780436Z min=0.0257
2026-02-21T08:58:52.1780622Z mid=0.0320
2026-02-21T08:58:52.1780801Z max=0.1885
2026-02-21T08:58:52.1780998Z best={'block_sizes': [1],
2026-02-21T08:58:52.1781472Z  'indexing': ['pointer', 'pointer', 'pointer', 'tensor_descriptor', 'pointer', 'pointer', 'pointer',
2026-02-21T08:58:52.1781996Z               'pointer'],
2026-02-21T08:58:52.1782261Z  'load_eviction_policies': ['', '', '', '', ''],
2026-02-21T08:58:52.1782566Z  'num_stages': 1,
2026-02-21T08:58:52.1782764Z  'num_warps': 4,
2026-02-21T08:58:52.1782970Z  'pid_type': 'flat',
2026-02-21T08:58:52.1783204Z  'range_flattens': [None],
2026-02-21T08:58:52.1783447Z  'range_multi_buffers': [None],
2026-02-21T08:58:52.1783706Z  'range_num_stages': [0],
2026-02-21T08:58:52.1783942Z  'range_unroll_factors': [0],
2026-02-21T08:58:52.1784365Z  'range_warp_specializes': [],
2026-02-21T08:58:52.1784619Z  'reduction_loops': [None]}
2026-02-21T08:58:52.1802546Z [64s] Fitting surrogate: 186 points, 186 targets
2026-02-21T08:58:53.4976180Z [65s] Generation 2 starting: 78 neighbors, 5 active search path(s)
2026-02-21T08:58:58.3982287Z Generation 2: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━ 80/80 37.3 configs/s
2026-02-21T08:59:03.5991333Z Generation 2: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━ 80/80 15.5 configs/s
2026-02-21T08:59:13.0297617Z Generation 2: verifying top configs 100% ━━━━━━━━━━━━━━ 1000/1000 107.8         
2026-02-21T08:59:13.0298139Z                                                                   configs/s     
2026-02-21T08:59:13.8073325Z [85s] Generation 2 complete: 
2026-02-21T08:59:13.8073620Z ok=83
2026-02-21T08:59:13.8073807Z min=0.0286
2026-02-21T08:59:13.8074162Z mid=0.0299
2026-02-21T08:59:13.8074352Z max=0.0569
2026-02-21T08:59:13.8074549Z best={'block_sizes': [1],
2026-02-21T08:59:13.8075061Z  'indexing': ['pointer', 'pointer', 'pointer', 'tensor_descriptor', 'pointer', 'pointer', 'pointer',
2026-02-21T08:59:13.8075581Z               'pointer'],
2026-02-21T08:59:13.8075878Z  'load_eviction_policies': ['', '', '', '', ''],
2026-02-21T08:59:13.8076170Z  'num_stages': 1,
2026-02-21T08:59:13.8076372Z  'num_warps': 4,
2026-02-21T08:59:13.8076604Z  'pid_type': 'flat',
2026-02-21T08:59:13.8076818Z  'range_flattens': [None],
2026-02-21T08:59:13.8077059Z  'range_multi_buffers': [None],
2026-02-21T08:59:13.8077303Z  'range_num_stages': [0],
2026-02-21T08:59:13.8077538Z  'range_unroll_factors': [0],
2026-02-21T08:59:13.8077782Z  'range_warp_specializes': [],
2026-02-21T08:59:13.8078022Z  'reduction_loops': [None]}
2026-02-21T08:59:13.8095714Z [85s] Fitting surrogate: 269 points, 269 targets
2026-02-21T08:59:14.8429376Z [86s] Generation 3 starting: 63 neighbors, 5 active search path(s)
2026-02-21T08:59:22.0739545Z Generation 3: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 66/66 2.9 configs/s
2026-02-21T08:59:26.0882553Z Generation 3: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━ 66/66 16.6 configs/s
2026-02-21T08:59:31.9375222Z Generation 3: verifying top configs 100% ━━━━━━━━━━━━━━ 1000/1000 174.0         
2026-02-21T08:59:31.9376263Z                                                                   configs/s     
2026-02-21T08:59:32.4312855Z [104s] Generation 3 complete: 
2026-02-21T08:59:32.4313125Z ok=68
2026-02-21T08:59:32.4313308Z min=0.0261
2026-02-21T08:59:32.4313484Z mid=0.0289
2026-02-21T08:59:32.4313663Z max=0.1620
2026-02-21T08:59:32.4313850Z best={'block_sizes': [1],
2026-02-21T08:59:32.4314627Z  'indexing': ['pointer', 'pointer', 'pointer', 'tensor_descriptor', 'pointer', 'pointer', 'pointer',
2026-02-21T08:59:32.4315196Z               'tensor_descriptor'],
2026-02-21T08:59:32.4315504Z  'load_eviction_policies': ['', '', '', '', ''],
2026-02-21T08:59:32.4315810Z  'num_stages': 1,
2026-02-21T08:59:32.4316010Z  'num_warps': 8,
2026-02-21T08:59:32.4316220Z  'pid_type': 'flat',
2026-02-21T08:59:32.4316856Z  'range_flattens': [None],
2026-02-21T08:59:32.4317138Z  'range_multi_buffers': [None],
2026-02-21T08:59:32.4317396Z  'range_num_stages': [0],
2026-02-21T08:59:32.4317654Z  'range_unroll_factors': [0],
2026-02-21T08:59:32.4317941Z  'range_warp_specializes': [],
2026-02-21T08:59:32.4318230Z  'reduction_loops': [None]}
2026-02-21T08:59:32.4337110Z [104s] Fitting surrogate: 337 points, 337 targets
2026-02-21T08:59:33.5111798Z [105s] Generation 4 starting: 63 neighbors, 5 active search path(s)
2026-02-21T08:59:37.4749805Z Generation 4: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━ 65/65 37.0 configs/s
2026-02-21T08:59:41.4030888Z Generation 4: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━ 65/65 16.7 configs/s
2026-02-21T08:59:49.1886720Z Generation 4: verifying top configs 100% ━━━━━━━━━━━━━━ 1000/1000 136.2         
2026-02-21T08:59:49.1887266Z                                                                   configs/s     
2026-02-21T08:59:49.8161792Z [121s] Generation 4 complete: 
2026-02-21T08:59:49.8162257Z ok=68
2026-02-21T08:59:49.8162543Z min=0.0260
2026-02-21T08:59:49.8162814Z mid=0.0274
2026-02-21T08:59:49.8163085Z max=0.0479
2026-02-21T08:59:49.8163397Z best={'block_sizes': [1],
2026-02-21T08:59:49.8164642Z  'indexing': ['pointer', 'pointer', 'pointer', 'tensor_descriptor', 'pointer', 'pointer', 'pointer',
2026-02-21T08:59:49.8165458Z               'tensor_descriptor'],
2026-02-21T08:59:49.8165935Z  'load_eviction_policies': ['', '', '', '', ''],
2026-02-21T08:59:49.8166388Z  'num_stages': 1,
2026-02-21T08:59:49.8166695Z  'num_warps': 8,
2026-02-21T08:59:49.8167016Z  'pid_type': 'flat',
2026-02-21T08:59:49.8167355Z  'range_flattens': [None],
2026-02-21T08:59:49.8167725Z  'range_multi_buffers': [None],
2026-02-21T08:59:49.8168130Z  'range_num_stages': [0],
2026-02-21T08:59:49.8168512Z  'range_unroll_factors': [0],
2026-02-21T08:59:49.8168914Z  'range_warp_specializes': [],
2026-02-21T08:59:49.8169292Z  'reduction_loops': [None]}
2026-02-21T08:59:49.8187076Z [121s] Fitting surrogate: 405 points, 405 targets
2026-02-21T08:59:50.5620981Z [122s] Generation 5 starting: 44 neighbors, 4 active search path(s)
2026-02-21T08:59:53.3798863Z Generation 5: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━ 45/45 23.4 configs/s
2026-02-21T08:59:56.1165115Z Generation 5: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━ 45/45 16.7 configs/s
2026-02-21T09:00:01.6764414Z Generation 5: verifying top configs 100% ━━━━━━━━━━━━━━ 1000/1000 183.0         
2026-02-21T09:00:01.6764938Z                                                                   configs/s     
2026-02-21T09:00:02.1508040Z [134s] Generation 5 complete: 
2026-02-21T09:00:02.1508313Z ok=49
2026-02-21T09:00:02.1508476Z min=0.0259
2026-02-21T09:00:02.1508642Z mid=0.0265
2026-02-21T09:00:02.1508816Z max=0.0662
2026-02-21T09:00:02.1509132Z best={'block_sizes': [1],
2026-02-21T09:00:02.1509984Z  'indexing': ['pointer', 'tensor_descriptor', 'pointer', 'tensor_descriptor', 'tensor_descriptor',
2026-02-21T09:00:02.1511482Z               'pointer', 'tensor_descriptor', 'pointer'],
2026-02-21T09:00:02.1512200Z  'load_eviction_policies': ['first', 'last', 'last', 'first', 'first'],
2026-02-21T09:00:02.1512795Z  'num_stages': 6,
2026-02-21T09:00:02.1513141Z  'num_warps': 8,
2026-02-21T09:00:02.1513455Z  'pid_type': 'flat',
2026-02-21T09:00:02.1513796Z  'range_flattens': [None],
2026-02-21T09:00:02.1514654Z  'range_multi_buffers': [None],
2026-02-21T09:00:02.1515046Z  'range_num_stages': [0],
2026-02-21T09:00:02.1515420Z  'range_unroll_factors': [0],
2026-02-21T09:00:02.1515821Z  'range_warp_specializes': [],
2026-02-21T09:00:02.1516207Z  'reduction_loops': [None]}
2026-02-21T09:00:02.1535536Z [134s] Fitting surrogate: 454 points, 454 targets
2026-02-21T09:00:02.9801172Z [134s] Generation 6 starting: 48 neighbors, 4 active search path(s)
2026-02-21T09:00:06.2501067Z Generation 6: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━ 48/48 14.8 configs/s
2026-02-21T09:00:09.1599523Z Generation 6: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━ 48/48 16.7 configs/s
2026-02-21T09:00:15.0474351Z Generation 6: verifying top configs 100% ━━━━━━━━━━━━━━ 1000/1000 172.9         
2026-02-21T09:00:15.0474839Z                                                                   configs/s     
2026-02-21T09:00:15.5533762Z [147s] Generation 6 complete: 
2026-02-21T09:00:15.5534393Z ok=52
2026-02-21T09:00:15.5534683Z min=0.0258
2026-02-21T09:00:15.5534980Z mid=0.0261
2026-02-21T09:00:15.5535254Z max=0.0471
2026-02-21T09:00:15.5535550Z best={'block_sizes': [1],
2026-02-21T09:00:15.5536277Z  'indexing': ['pointer', 'tensor_descriptor', 'tensor_descriptor', 'pointer', 'tensor_descriptor',
2026-02-21T09:00:15.5537182Z               'tensor_descriptor', 'pointer', 'tensor_descriptor'],
2026-02-21T09:00:15.5537786Z  'load_eviction_policies': ['', '', 'last', '', ''],
2026-02-21T09:00:15.5538338Z  'maxnreg': 256,
2026-02-21T09:00:15.5538733Z  'num_sm_multiplier': 32,
2026-02-21T09:00:15.5539052Z  'num_stages': 5,
2026-02-21T09:00:15.5539235Z  'num_warps': 8,
2026-02-21T09:00:15.5539473Z  'pid_type': 'persistent_interleaved',
2026-02-21T09:00:15.5539739Z  'range_flattens': [False],
2026-02-21T09:00:15.5539974Z  'range_multi_buffers': [True],
2026-02-21T09:00:15.5540209Z  'range_num_stages': [0],
2026-02-21T09:00:15.5540432Z  'range_unroll_factors': [1],
2026-02-21T09:00:15.5540669Z  'range_warp_specializes': [],
2026-02-21T09:00:15.5540908Z  'reduction_loops': [None]}
2026-02-21T09:00:15.5563431Z [147s] Fitting surrogate: 506 points, 506 targets
2026-02-21T09:00:16.2042006Z [148s] Generation 7 starting: 36 neighbors, 3 active search path(s)
2026-02-21T09:00:18.4325596Z Generation 7: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━ 36/36 28.5 configs/s
2026-02-21T09:00:20.5895850Z Generation 7: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━ 36/36 17.0 configs/s
2026-02-21T09:00:24.8514781Z Generation 7: verifying top configs 100% ━━━━━━━━━━━━━━ 1000/1000 238.8         
2026-02-21T09:00:24.8515323Z                                                                   configs/s     
2026-02-21T09:00:25.2224284Z [157s] Generation 7 complete: 
2026-02-21T09:00:25.2224546Z ok=39
2026-02-21T09:00:25.2224715Z min=0.0258
2026-02-21T09:00:25.2224890Z mid=0.0260
2026-02-21T09:00:25.2225152Z max=0.0747
2026-02-21T09:00:25.2226093Z best={'block_sizes': [1],
2026-02-21T09:00:25.2226846Z  'indexing': ['pointer', 'pointer', 'tensor_descriptor', 'pointer', 'tensor_descriptor', 'pointer',
2026-02-21T09:00:25.2227640Z               'pointer', 'pointer'],
2026-02-21T09:00:25.2228167Z  'load_eviction_policies': ['', '', '', 'last', 'last'],
2026-02-21T09:00:25.2228668Z  'num_stages': 5,
2026-02-21T09:00:25.2228974Z  'num_warps': 8,
2026-02-21T09:00:25.2229288Z  'pid_type': 'flat',
2026-02-21T09:00:25.2229631Z  'range_flattens': [None],
2026-02-21T09:00:25.2230009Z  'range_multi_buffers': [None],
2026-02-21T09:00:25.2230392Z  'range_num_stages': [0],
2026-02-21T09:00:25.2230768Z  'range_unroll_factors': [0],
2026-02-21T09:00:25.2231162Z  'range_warp_specializes': [],
2026-02-21T09:00:25.2231541Z  'reduction_loops': [None]}
2026-02-21T09:00:25.2254959Z [157s] Fitting surrogate: 545 points, 545 targets
2026-02-21T09:00:25.8311324Z [157s] Generation 8 starting: 35 neighbors, 3 active search path(s)
2026-02-21T09:00:28.3483903Z Generation 8: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━ 35/35 22.0 configs/s
2026-02-21T09:00:30.4570354Z Generation 8: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━ 35/35 16.9 configs/s
2026-02-21T09:00:34.9230382Z Generation 8: verifying top configs 100% ━━━━━━━━━━━━━━ 1000/1000 227.6         
2026-02-21T09:00:34.9230884Z                                                                   configs/s     
2026-02-21T09:00:35.3018084Z [167s] Generation 8 complete: 
2026-02-21T09:00:35.3018549Z ok=38
2026-02-21T09:00:35.3018826Z min=0.0285
2026-02-21T09:00:35.3019114Z mid=0.0292
2026-02-21T09:00:35.3019369Z max=0.0312
2026-02-21T09:00:35.3019668Z best={'block_sizes': [1],
2026-02-21T09:00:35.3020386Z  'indexing': ['pointer', 'pointer', 'tensor_descriptor', 'pointer', 'tensor_descriptor', 'pointer',
2026-02-21T09:00:35.3021212Z               'pointer', 'pointer'],
2026-02-21T09:00:35.3021834Z  'load_eviction_policies': ['', '', 'first', 'last', 'last'],
2026-02-21T09:00:35.3022550Z  'num_stages': 5,
2026-02-21T09:00:35.3022843Z  'num_warps': 4,
2026-02-21T09:00:35.3023043Z  'pid_type': 'flat',
2026-02-21T09:00:35.3023268Z  'range_flattens': [None],
2026-02-21T09:00:35.3023513Z  'range_multi_buffers': [None],
2026-02-21T09:00:35.3023768Z  'range_num_stages': [0],
2026-02-21T09:00:35.3024317Z  'range_unroll_factors': [0],
2026-02-21T09:00:35.3024605Z  'range_warp_specializes': [],
2026-02-21T09:00:35.3024872Z  'reduction_loops': [None]}
2026-02-21T09:00:35.3049304Z [167s] Fitting surrogate: 583 points, 583 targets
2026-02-21T09:00:35.9989283Z [167s] Generation 9 starting: 40 neighbors, 3 active search path(s)
2026-02-21T09:00:38.6373601Z Generation 9: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━ 43/43 20.6 configs/s
2026-02-21T09:00:41.2278453Z Generation 9: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━ 43/43 16.9 configs/s
2026-02-21T09:00:46.3157624Z Generation 9: verifying top configs 100% ━━━━━━━━━━━━━━ 1000/1000 200.0         
2026-02-21T09:00:46.3158197Z                                                                   configs/s     
2026-02-21T09:00:46.7534555Z [178s] Generation 9 complete: 
2026-02-21T09:00:46.7534863Z ok=44
2026-02-21T09:00:46.7535060Z min=0.0257
2026-02-21T09:00:46.7535234Z mid=0.0261
2026-02-21T09:00:46.7535406Z max=0.0339
2026-02-21T09:00:46.7535609Z best={'block_sizes': [1],
2026-02-21T09:00:46.7536079Z  'indexing': ['pointer', 'tensor_descriptor', 'pointer', 'pointer', 'tensor_descriptor', 'pointer',
2026-02-21T09:00:46.7536626Z               'tensor_descriptor', 'tensor_descriptor'],
2026-02-21T09:00:46.7536991Z  'load_eviction_policies': ['', 'last', '', '', ''],
2026-02-21T09:00:46.7537291Z  'num_stages': 2,
2026-02-21T09:00:46.7537483Z  'num_warps': 8,
2026-02-21T09:00:46.7537684Z  'pid_type': 'flat',
2026-02-21T09:00:46.7537893Z  'range_flattens': [None],
2026-02-21T09:00:46.7538130Z  'range_multi_buffers': [None],
2026-02-21T09:00:46.7538399Z  'range_num_stages': [0],
2026-02-21T09:00:46.7538632Z  'range_unroll_factors': [0],
2026-02-21T09:00:46.7538876Z  'range_warp_specializes': [],
2026-02-21T09:00:46.7539774Z  'reduction_loops': [None]}
2026-02-21T09:00:46.7567149Z [178s] Fitting surrogate: 627 points, 627 targets
2026-02-21T09:00:47.4269468Z [179s] Generation 10 starting: 38 neighbors, 3 active search path(s)
2026-02-21T09:00:49.8362917Z Generation 10: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━ 38/38 16.0 configs/s
2026-02-21T09:00:52.4581642Z Generation 10: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━ 38/38 14.7 configs/s
2026-02-21T09:00:57.1706832Z Generation 10: verifying top configs 100% ━━━━━━━━━━━━━ 1000/1000 215.8         
2026-02-21T09:00:57.1707366Z                                                                   configs/s     
2026-02-21T09:00:57.5812900Z [189s] Generation 10 complete: 
2026-02-21T09:00:57.5813347Z ok=41
2026-02-21T09:00:57.5813637Z min=0.0259
2026-02-21T09:00:57.5813928Z mid=0.0263
2026-02-21T09:00:57.5815236Z max=0.0299
2026-02-21T09:00:57.5815588Z best={'block_sizes': [1],
2026-02-21T09:00:57.5816357Z  'indexing': ['tensor_descriptor', 'pointer', 'tensor_descriptor', 'pointer', 'tensor_descriptor',
2026-02-21T09:00:57.5817245Z               'pointer', 'tensor_descriptor', 'pointer'],
2026-02-21T09:00:57.5818053Z  'load_eviction_policies': ['', '', 'first', 'last', 'last'],
2026-02-21T09:00:57.5818482Z  'num_stages': 5,
2026-02-21T09:00:57.5818703Z  'num_warps': 8,
2026-02-21T09:00:57.5818909Z  'pid_type': 'flat',
2026-02-21T09:00:57.5819137Z  'range_flattens': [None],
2026-02-21T09:00:57.5819392Z  'range_multi_buffers': [None],
2026-02-21T09:00:57.5819652Z  'range_num_stages': [0],
2026-02-21T09:00:57.5819891Z  'range_unroll_factors': [0],
2026-02-21T09:00:57.5820156Z  'range_warp_specializes': [],
2026-02-21T09:00:57.5820416Z  'reduction_loops': [None]}
2026-02-21T09:00:57.5842667Z [189s] Fitting surrogate: 668 points, 668 targets
2026-02-21T09:00:58.1410387Z [190s] Generation 11 starting: 29 neighbors, 3 active search path(s)
2026-02-21T09:00:59.8441244Z Generation 11: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━ 29/29 31.5 configs/s
2026-02-21T09:01:01.5364682Z Generation 11: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━ 29/29 17.6 configs/s
2026-02-21T09:01:05.2841802Z Generation 11: verifying top configs 100% ━━━━━━━━━━━━━ 1000/1000 271.0         
2026-02-21T09:01:05.2842356Z                                                                   configs/s     
2026-02-21T09:01:05.6087406Z [197s] Generation 11 complete: 
2026-02-21T09:01:05.6087845Z ok=32
2026-02-21T09:01:05.6088140Z min=0.0286
2026-02-21T09:01:05.6088426Z mid=0.0289
2026-02-21T09:01:05.6088701Z max=0.0313
2026-02-21T09:01:05.6088988Z best={'block_sizes': [1],
2026-02-21T09:01:05.6089729Z  'indexing': ['tensor_descriptor', 'pointer', 'tensor_descriptor', 'pointer', 'tensor_descriptor',
2026-02-21T09:01:05.6090771Z               'pointer', 'tensor_descriptor', 'pointer'],
2026-02-21T09:01:05.6091419Z  'load_eviction_policies': ['', '', 'first', 'last', ''],
2026-02-21T09:01:05.6091939Z  'num_stages': 5,
2026-02-21T09:01:05.6092255Z  'num_warps': 4,
2026-02-21T09:01:05.6092572Z  'pid_type': 'flat',
2026-02-21T09:01:05.6093596Z  'range_flattens': [None],
2026-02-21T09:01:05.6093844Z  'range_multi_buffers': [None],
2026-02-21T09:01:05.6094375Z  'range_num_stages': [0],
2026-02-21T09:01:05.6094587Z  'range_unroll_factors': [0],
2026-02-21T09:01:05.6094807Z  'range_warp_specializes': [],
2026-02-21T09:01:05.6095032Z  'reduction_loops': [None]}
2026-02-21T09:01:05.6121219Z [197s] Fitting surrogate: 700 points, 700 targets
2026-02-21T09:01:06.1498445Z [198s] Generation 12 starting: 27 neighbors, 3 active search path(s)
2026-02-21T09:01:08.0554535Z Generation 12: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━ 30/30 24.3 configs/s
2026-02-21T09:01:09.8571878Z Generation 12: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━ 30/30 17.1 configs/s
2026-02-21T09:01:13.4284677Z Generation 12: verifying top configs 100% ━━━━━━━━━━━━━ 1000/1000 315.9         
2026-02-21T09:01:13.4285190Z                                                                   configs/s     
2026-02-21T09:01:13.7137025Z [205s] Generation 12 complete: 
2026-02-21T09:01:13.7137500Z ok=31
2026-02-21T09:01:13.7137773Z min=0.0257
2026-02-21T09:01:13.7138058Z mid=0.0261
2026-02-21T09:01:13.7138319Z max=0.1455
2026-02-21T09:01:13.7138628Z best={'block_sizes': [1],
2026-02-21T09:01:13.7139498Z  'indexing': ['tensor_descriptor', 'pointer', 'tensor_descriptor', 'pointer', 'tensor_descriptor',
2026-02-21T09:01:13.7140080Z               'pointer', 'tensor_descriptor', 'tensor_descriptor'],
2026-02-21T09:01:13.7140476Z  'load_eviction_policies': ['', '', 'first', 'last', ''],
2026-02-21T09:01:13.7140781Z  'num_stages': 5,
2026-02-21T09:01:13.7140971Z  'num_warps': 8,
2026-02-21T09:01:13.7141159Z  'pid_type': 'flat',
2026-02-21T09:01:13.7141367Z  'range_flattens': [None],
2026-02-21T09:01:13.7141591Z  'range_multi_buffers': [None],
2026-02-21T09:01:13.7141842Z  'range_num_stages': [0],
2026-02-21T09:01:13.7142076Z  'range_unroll_factors': [0],
2026-02-21T09:01:13.7142315Z  'range_warp_specializes': [],
2026-02-21T09:01:13.7142561Z  'reduction_loops': [None]}
2026-02-21T09:01:13.7167595Z [205s] Fitting surrogate: 731 points, 731 targets
2026-02-21T09:01:14.3100763Z [206s] Generation 13 starting: 32 neighbors, 3 active search path(s)
2026-02-21T09:01:16.1491020Z Generation 13: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━ 32/32 126.5 configs/s
2026-02-21T09:01:18.0363747Z Generation 13: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━ 32/32 17.4 configs/s
2026-02-21T09:01:22.1418687Z Generation 13: verifying top configs 100% ━━━━━━━━━━━━━ 1000/1000 247.3         
2026-02-21T09:01:22.1419195Z                                                                   configs/s     
2026-02-21T09:01:22.4940752Z [214s] Generation 13 complete: 
2026-02-21T09:01:22.4941011Z ok=35
2026-02-21T09:01:22.4941210Z min=0.0285
2026-02-21T09:01:22.4941381Z mid=0.0289
2026-02-21T09:01:22.4941562Z max=0.0306
2026-02-21T09:01:22.4941770Z best={'block_sizes': [1],
2026-02-21T09:01:22.4942213Z  'indexing': ['tensor_descriptor', 'tensor_descriptor', 'pointer', 'pointer', 'tensor_descriptor',
2026-02-21T09:01:22.4942784Z               'pointer', 'tensor_descriptor', 'tensor_descriptor'],
2026-02-21T09:01:22.4943158Z  'load_eviction_policies': ['', '', '', '', 'last'],
2026-02-21T09:01:22.4943443Z  'num_stages': 2,
2026-02-21T09:01:22.4943641Z  'num_warps': 4,
2026-02-21T09:01:22.4943831Z  'pid_type': 'flat',
2026-02-21T09:01:22.4944357Z  'range_flattens': [None],
2026-02-21T09:01:22.4944589Z  'range_multi_buffers': [None],
2026-02-21T09:01:22.4944822Z  'range_num_stages': [0],
2026-02-21T09:01:22.4945054Z  'range_unroll_factors': [0],
2026-02-21T09:01:22.4945292Z  'range_warp_specializes': [],
2026-02-21T09:01:22.4945523Z  'reduction_loops': [None]}
2026-02-21T09:01:22.4977866Z [214s] Fitting surrogate: 766 points, 766 targets
2026-02-21T09:01:22.9214847Z [214s] Generation 14 starting: 20 neighbors, 2 active search path(s)
2026-02-21T09:01:24.3436447Z Generation 14: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━ 22/22 43.4 configs/s
2026-02-21T09:01:25.6521352Z Generation 14: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━ 22/22 17.4 configs/s
2026-02-21T09:01:28.2324676Z Generation 14: verifying top configs 100% ━━━━━━━━━━━━━ 1000/1000 393.3         
2026-02-21T09:01:28.2325147Z                                                                   configs/s     
2026-02-21T09:01:28.4624250Z [220s] Generation 14 complete: 
2026-02-21T09:01:28.4624517Z ok=23
2026-02-21T09:01:28.4624681Z min=0.0284
2026-02-21T09:01:28.4624858Z mid=0.0291
2026-02-21T09:01:28.4625023Z max=0.1341
2026-02-21T09:01:28.4625199Z best={'block_sizes': [1],
2026-02-21T09:01:28.4625658Z  'indexing': ['tensor_descriptor', 'tensor_descriptor', 'pointer', 'pointer', 'tensor_descriptor',
2026-02-21T09:01:28.4626231Z               'pointer', 'tensor_descriptor', 'tensor_descriptor'],
2026-02-21T09:01:28.4626598Z  'load_eviction_policies': ['', '', '', '', ''],
2026-02-21T09:01:28.4627313Z  'num_stages': 1,
2026-02-21T09:01:28.4627536Z  'num_warps': 4,
2026-02-21T09:01:28.4627741Z  'pid_type': 'flat',
2026-02-21T09:01:28.4627944Z  'range_flattens': [None],
2026-02-21T09:01:28.4628201Z  'range_multi_buffers': [None],
2026-02-21T09:01:28.4628434Z  'range_num_stages': [0],
2026-02-21T09:01:28.4628659Z  'range_unroll_factors': [0],
2026-02-21T09:01:28.4628898Z  'range_warp_specializes': [],
2026-02-21T09:01:28.4629150Z  'reduction_loops': [None]}
2026-02-21T09:01:28.4659986Z [220s] Fitting surrogate: 789 points, 789 targets
2026-02-21T09:01:28.8865098Z [220s] Generation 15 starting: 20 neighbors, 2 active search path(s)
2026-02-21T09:01:31.1144976Z Generation 15: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━ 22/22 2.4 configs/s
2026-02-21T09:01:32.4400165Z Generation 15: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━ 22/22 17.2 configs/s
2026-02-21T09:01:34.7972011Z Generation 15: verifying top configs 100% ━━━━━━━━━━━━━ 1000/1000 430.3         
2026-02-21T09:01:34.7972581Z                                                                   configs/s     
2026-02-21T09:01:35.0080563Z [226s] Generation 15 complete: 
2026-02-21T09:01:35.0081044Z ok=23
2026-02-21T09:01:35.0081354Z min=0.0284
2026-02-21T09:01:35.0081644Z mid=0.0295
2026-02-21T09:01:35.0081919Z max=0.1705
2026-02-21T09:01:35.0082218Z best={'block_sizes': [1],
2026-02-21T09:01:35.0082986Z  'indexing': ['tensor_descriptor', 'tensor_descriptor', 'pointer', 'pointer', 'tensor_descriptor',
2026-02-21T09:01:35.0084450Z               'pointer', 'tensor_descriptor', 'tensor_descriptor'],
2026-02-21T09:01:35.0084800Z  'load_eviction_policies': ['', '', '', '', ''],
2026-02-21T09:01:35.0085059Z  'num_stages': 1,
2026-02-21T09:01:35.0085247Z  'num_warps': 4,
2026-02-21T09:01:35.0085423Z  'pid_type': 'flat',
2026-02-21T09:01:35.0085618Z  'range_flattens': [None],
2026-02-21T09:01:35.0085834Z  'range_multi_buffers': [None],
2026-02-21T09:01:35.0086056Z  'range_num_stages': [0],
2026-02-21T09:01:35.0086268Z  'range_unroll_factors': [0],
2026-02-21T09:01:35.0086495Z  'range_warp_specializes': [],
2026-02-21T09:01:35.0086726Z  'reduction_loops': [None]}
2026-02-21T09:01:35.0117429Z [226s] Fitting surrogate: 812 points, 812 targets
2026-02-21T09:01:35.4101437Z [227s] Generation 16 starting: 19 neighbors, 2 active search path(s)
2026-02-21T09:01:36.6982599Z Generation 16: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━ 21/21 55.4 configs/s
2026-02-21T09:01:37.9588983Z Generation 16: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━ 21/21 17.3 configs/s
2026-02-21T09:01:40.6485522Z Generation 16: verifying top configs 100% ━━━━━━━━━━━━━ 1000/1000 433.1         
2026-02-21T09:01:40.6486046Z                                                                   configs/s     
2026-02-21T09:01:40.8498809Z [232s] Generation 16 complete: 
2026-02-21T09:01:40.8499119Z ok=22
2026-02-21T09:01:40.8499288Z min=0.0283
2026-02-21T09:01:40.8499467Z mid=0.0294
2026-02-21T09:01:40.8499638Z max=0.0532
2026-02-21T09:01:40.8499818Z best={'block_sizes': [1],
2026-02-21T09:01:40.8500304Z  'indexing': ['tensor_descriptor', 'tensor_descriptor', 'pointer', 'pointer', 'tensor_descriptor',
2026-02-21T09:01:40.8500878Z               'pointer', 'tensor_descriptor', 'tensor_descriptor'],
2026-02-21T09:01:40.8501528Z  'load_eviction_policies': ['', '', '', '', ''],
2026-02-21T09:01:40.8501810Z  'num_stages': 1,
2026-02-21T09:01:40.8502015Z  'num_warps': 4,
2026-02-21T09:01:40.8502213Z  'pid_type': 'flat',
2026-02-21T09:01:40.8502430Z  'range_flattens': [None],
2026-02-21T09:01:40.8502667Z  'range_multi_buffers': [None],
2026-02-21T09:01:40.8502900Z  'range_num_stages': [0],
2026-02-21T09:01:40.8503124Z  'range_unroll_factors': [0],
2026-02-21T09:01:40.8503364Z  'range_warp_specializes': [],
2026-02-21T09:01:40.8503606Z  'reduction_loops': [None]}
2026-02-21T09:01:40.8529708Z [232s] Fitting surrogate: 834 points, 834 targets
2026-02-21T09:01:41.2386491Z [233s] Generation 17 starting: 17 neighbors, 2 active search path(s)
2026-02-21T09:01:42.5950930Z Generation 17: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━ 19/19 11.8 configs/s
2026-02-21T09:01:43.7330189Z Generation 17: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━ 19/19 17.4 configs/s
2026-02-21T09:01:45.7155959Z Generation 17: verifying top configs 100% ━━━━━━━━━━━━━ 1000/1000 511.5         
2026-02-21T09:01:45.7156514Z                                                                   configs/s     
2026-02-21T09:01:45.8919061Z [237s] Generation 17 complete: 
2026-02-21T09:01:45.8919337Z ok=20
2026-02-21T09:01:45.8919512Z min=0.0283
2026-02-21T09:01:45.8919696Z mid=0.0290
2026-02-21T09:01:45.8919881Z max=0.1696
2026-02-21T09:01:45.8920072Z best={'block_sizes': [1],
2026-02-21T09:01:45.8920525Z  'indexing': ['tensor_descriptor', 'tensor_descriptor', 'pointer', 'pointer', 'tensor_descriptor',
2026-02-21T09:01:45.8921089Z               'pointer', 'tensor_descriptor', 'tensor_descriptor'],
2026-02-21T09:01:45.8921556Z  'load_eviction_policies': ['', '', '', '', ''],
2026-02-21T09:01:45.8921984Z  'num_stages': 1,
2026-02-21T09:01:45.8922302Z  'num_warps': 4,
2026-02-21T09:01:45.8922624Z  'pid_type': 'flat',
2026-02-21T09:01:45.8922970Z  'range_flattens': [None],
2026-02-21T09:01:45.8923339Z  'range_multi_buffers': [None],
2026-02-21T09:01:45.8923709Z  'range_num_stages': [0],
2026-02-21T09:01:45.8924380Z  'range_unroll_factors': [0],
2026-02-21T09:01:45.8924808Z  'range_warp_specializes': [],
2026-02-21T09:01:45.8925179Z  'reduction_loops': [None]}
2026-02-21T09:01:45.8957286Z [237s] Fitting surrogate: 854 points, 854 targets
2026-02-21T09:01:46.3074937Z [238s] Generation 18 starting: 19 neighbors, 2 active search path(s)
2026-02-21T09:01:47.5403022Z Generation 18: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 21/21 - configs/s
2026-02-21T09:01:48.7947334Z Generation 18: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━ 21/21 17.4 configs/s
2026-02-21T09:01:51.3208299Z Generation 18: verifying top configs 100% ━━━━━━━━━━━━━ 1000/1000 402.2         
2026-02-21T09:01:51.3208752Z                                                                   configs/s     
2026-02-21T09:01:51.5501337Z [243s] Generation 18 complete: 
2026-02-21T09:01:51.5501601Z ok=22
2026-02-21T09:01:51.5501808Z min=0.0257
2026-02-21T09:01:51.5501988Z mid=0.0263
2026-02-21T09:01:51.5502196Z max=0.0311
2026-02-21T09:01:51.5502389Z best={'block_sizes': [1],
2026-02-21T09:01:51.5502817Z  'indexing': ['tensor_descriptor', 'pointer', 'tensor_descriptor', 'tensor_descriptor',
2026-02-21T09:01:51.5503439Z               'tensor_descriptor', 'pointer', 'tensor_descriptor', 'tensor_descriptor'],
2026-02-21T09:01:51.5503953Z  'load_eviction_policies': ['', '', 'first', 'last', 'last'],
2026-02-21T09:01:51.5504617Z  'num_stages': 5,
2026-02-21T09:01:51.5504816Z  'num_warps': 16,
2026-02-21T09:01:51.5505035Z  'pid_type': 'flat',
2026-02-21T09:01:51.5505268Z  'range_flattens': [None],
2026-02-21T09:01:51.5505518Z  'range_multi_buffers': [None],
2026-02-21T09:01:51.5505773Z  'range_num_stages': [0],
2026-02-21T09:01:51.5506005Z  'range_unroll_factors': [0],
2026-02-21T09:01:51.5506256Z  'range_warp_specializes': [],
2026-02-21T09:01:51.5506502Z  'reduction_loops': [None]}
2026-02-21T09:01:51.5540850Z [243s] Fitting surrogate: 876 points, 876 targets
2026-02-21T09:01:51.9618614Z [243s] Generation 19 starting: 18 neighbors, 2 active search path(s)
2026-02-21T09:01:53.0135249Z Generation 19: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 18/18 - configs/s
2026-02-21T09:01:54.0672817Z Generation 19: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━ 18/18 17.9 configs/s
2026-02-21T09:01:56.4031309Z Generation 19: verifying top configs 100% ━━━━━━━━━━━━━ 1000/1000 434.2         
2026-02-21T09:01:56.4031978Z                                                                   configs/s     
2026-02-21T09:01:56.6163232Z [248s] Generation 19 complete: 
2026-02-21T09:01:56.6163518Z ok=20
2026-02-21T09:01:56.6163711Z min=0.0286
2026-02-21T09:01:56.6163901Z mid=0.0290
2026-02-21T09:01:56.6164312Z max=0.0335
2026-02-21T09:01:56.6164521Z best={'block_sizes': [1],
2026-02-21T09:01:56.6165552Z  'indexing': ['tensor_descriptor', 'pointer', 'tensor_descriptor', 'tensor_descriptor',
2026-02-21T09:01:56.6166208Z               'tensor_descriptor', 'pointer', 'pointer', 'tensor_descriptor'],
2026-02-21T09:01:56.6166749Z  'load_eviction_policies': ['', '', 'first', 'last', 'last'],
2026-02-21T09:01:56.6167131Z  'num_stages': 5,
2026-02-21T09:01:56.6167342Z  'num_warps': 8,
2026-02-21T09:01:56.6167560Z  'pid_type': 'flat',
2026-02-21T09:01:56.6167788Z  'range_flattens': [None],
2026-02-21T09:01:56.6168047Z  'range_multi_buffers': [None],
2026-02-21T09:01:56.6168310Z  'range_num_stages': [0],
2026-02-21T09:01:56.6168644Z  'range_unroll_factors': [0],
2026-02-21T09:01:56.6168996Z  'range_warp_specializes': [],
2026-02-21T09:01:56.6169309Z  'reduction_loops': [None]}
2026-02-21T09:01:56.6205330Z [248s] Fitting surrogate: 896 points, 896 targets
2026-02-21T09:01:57.0339986Z [248s] Generation 20 starting: 18 neighbors, 2 active search path(s)
2026-02-21T09:01:58.4797111Z Generation 20: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━ 20/20 10.7 configs/s
2026-02-21T09:01:59.6644270Z Generation 20: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━ 20/20 17.6 configs/s
2026-02-21T09:02:02.0868776Z Generation 20: verifying top configs 100% ━━━━━━━━━━━━━ 1000/1000 419.7         
2026-02-21T09:02:02.0869582Z                                                                   configs/s     
2026-02-21T09:02:02.3102811Z [254s] Generation 20 complete: 
2026-02-21T09:02:02.3103455Z ok=21
2026-02-21T09:02:02.3103678Z min=0.0261
2026-02-21T09:02:02.3103899Z mid=0.0269
2026-02-21T09:02:02.3104402Z max=0.0358
2026-02-21T09:02:02.3104634Z best={'block_sizes': [1],
2026-02-21T09:02:02.3105174Z  'indexing': ['tensor_descriptor', 'pointer', 'tensor_descriptor', 'tensor_descriptor',
2026-02-21T09:02:02.3105907Z               'tensor_descriptor', 'pointer', 'pointer', 'tensor_descriptor'],
2026-02-21T09:02:02.3106508Z  'load_eviction_policies': ['', '', 'first', 'last', 'last'],
2026-02-21T09:02:02.3106946Z  'num_stages': 5,
2026-02-21T09:02:02.3107194Z  'num_warps': 8,
2026-02-21T09:02:02.3107466Z  'pid_type': 'flat',
2026-02-21T09:02:02.3107738Z  'range_flattens': [None],
2026-02-21T09:02:02.3108041Z  'range_multi_buffers': [None],
2026-02-21T09:02:02.3108349Z  'range_num_stages': [0],
2026-02-21T09:02:02.3109038Z  'range_unroll_factors': [0],
2026-02-21T09:02:02.3109362Z  'range_warp_specializes': [],
2026-02-21T09:02:02.3109676Z  'reduction_loops': [None]}
2026-02-21T09:02:02.3146179Z [254s] Fitting surrogate: 917 points, 917 targets
2026-02-21T09:02:02.4733733Z [254s] Autotuning complete in 254.4s after searching 870 configs.
2026-02-21T09:02:02.4734442Z One can hardcode the best config and skip autotuning with:
2026-02-21T09:02:02.4736788Z     @helion.kernel(config=helion.Config(block_sizes=[1], indexing=['tensor_descriptor', 'pointer', 'tensor_descriptor', 'tensor_descriptor', 'tensor_descriptor', 'pointer', 'pointer', 'tensor_descriptor'], load_eviction_policies=['', '', 'first', 'last', 'last'], num_stages=5, num_warps=8, pid_type='flat', range_flattens=[None], range_multi_buffers=[None], range_num_stages=[0], range_unroll_factors=[0], range_warp_specializes=[], reduction_loops=[None]), static_shapes=True)
2026-02-21T09:02:02.4738956Z 
2026-02-21T09:02:02.4739454Z [254s] Code of selected kernel: /tmp/torchinductor_root/ae/caek5kfwe73eosvgmowzblf4q6rq4strs7olmkjvgtv6o6t37wid.py
2026-02-21T09:02:02.4928255Z from __future__ import annotations
2026-02-21T09:02:02.4928518Z 
2026-02-21T09:02:02.4928617Z import torch
2026-02-21T09:02:02.4928910Z import triton
2026-02-21T09:02:02.4929172Z import triton.language as tl
2026-02-21T09:02:02.4929608Z from torch._inductor.runtime.triton_compat import libdevice
2026-02-21T09:02:02.4930272Z from helion.runtime import default_launcher as _default_launcher
2026-02-21T09:02:02.4930648Z 
2026-02-21T09:02:02.4930742Z @triton.jit
2026-02-21T09:02:02.4931169Z def _helion_rms_norm_fwd(x, weight, out, inv_rms, eps, _RDIM_SIZE_1: tl.constexpr):
2026-02-21T09:02:02.4931772Z     # src[rms_norm.py:57]: for tile_m in hl.tile(m):
2026-02-21T09:02:02.4932535Z     pid_0 = tl.program_id(0)
2026-02-21T09:02:02.4932858Z     offset_0 = pid_0
2026-02-21T09:02:02.4933192Z     indices_0 = offset_0 + tl.zeros([1], tl.int32)
2026-02-21T09:02:02.4933652Z     indices_1 = tl.arange(0, _RDIM_SIZE_1).to(tl.int32)
2026-02-21T09:02:02.4934338Z     # src[rms_norm.py:58]: x_tile = x[tile_m, :].to(torch.float32)
2026-02-21T09:02:02.4934943Z     x_tile = tl.load(x + (indices_0[:, None] * 4096 + indices_1[None, :] * 1), None)
2026-02-21T09:02:02.4935512Z     # src[rms_norm.py:61]: x_squared = x_tile * x_tile
2026-02-21T09:02:02.4935904Z     v_0 = x_tile * x_tile
2026-02-21T09:02:02.4936317Z     # src[rms_norm.py:62]: mean_x_squared = torch.mean(x_squared, dim=-1)
2026-02-21T09:02:02.4936887Z     mean_x_squared_extra = tl.cast(tl.sum(v_0, 1), tl.float32)
2026-02-21T09:02:02.4937313Z     v_1 = 4096
2026-02-21T09:02:02.4937569Z     v_2 = tl.cast(v_1, tl.float32)
2026-02-21T09:02:02.4937892Z     v_3 = mean_x_squared_extra / v_2
2026-02-21T09:02:02.4938379Z     # src[rms_norm.py:63]: inv_rms_tile = torch.rsqrt(mean_x_squared + eps)
2026-02-21T09:02:02.4938854Z     v_4 = v_3 + eps
2026-02-21T09:02:02.4939121Z     v_5 = libdevice.rsqrt(v_4)
2026-02-21T09:02:02.4939540Z     # src[rms_norm.py:66]: normalized = x_tile * inv_rms_tile[:, None]
2026-02-21T09:02:02.4940007Z     subscript = v_5[:, None]
2026-02-21T09:02:02.4940308Z     v_6 = x_tile * subscript
2026-02-21T09:02:02.4940824Z     # src[rms_norm.py:67]: out[tile_m, :] = (normalized * weight[:].to(torch.float32)).to(out.dtype)
2026-02-21T09:02:02.4941451Z     load_1 = tl.load(weight + indices_1 * 1, None)
2026-02-21T09:02:02.4941822Z     v_7 = load_1[None, :]
2026-02-21T09:02:02.4942093Z     v_8 = v_6 * v_7
2026-02-21T09:02:02.4942494Z     tl.store(out + (indices_0[:, None] * 4096 + indices_1[None, :] * 1), v_8, None)
2026-02-21T09:02:02.4943132Z     # src[rms_norm.py:68]: inv_rms[tile_m] = inv_rms_tile.to(out.dtype)
2026-02-21T09:02:02.4943597Z     tl.store(inv_rms + indices_0 * 1, v_5, None)
2026-02-21T09:02:02.4943785Z 
2026-02-21T09:02:02.4944217Z def rms_norm_fwd(x: torch.Tensor, weight: torch.Tensor, eps: float=1e-05, *, _launcher=_default_launcher):
2026-02-21T09:02:02.4944677Z     """
2026-02-21T09:02:02.4944950Z     Performs Root Mean Square (RMS) normalization on the input tensor.
2026-02-21T09:02:02.4945447Z 
2026-02-21T09:02:02.4945635Z     RMS normalization normalizes by the root mean square of the elements:
2026-02-21T09:02:02.4946017Z     output = x / sqrt(mean(x^2) + eps) * weight
2026-02-21T09:02:02.4946203Z 
2026-02-21T09:02:02.4946266Z     Args:
2026-02-21T09:02:02.4946441Z         x: Input tensor of shape [M, N]
2026-02-21T09:02:02.4946699Z         weight: Scale parameter of shape [N]
2026-02-21T09:02:02.4946994Z         eps: Small constant for numerical stability
2026-02-21T09:02:02.4947192Z 
2026-02-21T09:02:02.4947258Z     Returns:
2026-02-21T09:02:02.4947510Z         Output tensor of shape [M, N] with RMS normalization applied
2026-02-21T09:02:02.4947903Z         RMS tensor of shape [M, 1] with RMS values for each element
2026-02-21T09:02:02.4948201Z     """
2026-02-21T09:02:02.4948376Z     # src[rms_norm.py:51]: m, n = x.size()
2026-02-21T09:02:02.4948611Z     m, n = x.size()
2026-02-21T09:02:02.4948965Z     # src[rms_norm.py:52]: assert weight.size(0) == n, f"weight size mismatch {weight.size(0)} != {n}"
2026-02-21T09:02:02.4949494Z     assert weight.size(0) == n, f'weight size mismatch {weight.size(0)} != {n}'
2026-02-21T09:02:02.4949888Z     # src[rms_norm.py:54]: out = torch.empty_like(x)
2026-02-21T09:02:02.4950173Z     out = torch.empty_like(x)
2026-02-21T09:02:02.4950501Z     # src[rms_norm.py:55]: inv_rms = torch.empty([m], dtype=x.dtype, device=x.device)
2026-02-21T09:02:02.4950931Z     inv_rms = torch.empty([m], dtype=x.dtype, device=x.device)
2026-02-21T09:02:02.4951261Z     # src[rms_norm.py:57]: for tile_m in hl.tile(m):
2026-02-21T09:02:02.4951528Z     _RDIM_SIZE_1 = 4096
2026-02-21T09:02:02.4951755Z     # src[rms_norm.py:57]: for tile_m in hl.tile(m):
2026-02-21T09:02:02.4952236Z     # src[rms_norm.py:58]:     x_tile = x[tile_m, :].to(torch.float32)
2026-02-21T09:02:02.4952571Z     # src[rms_norm.py:57-68]: ...
2026-02-21T09:02:02.4953024Z     _launcher(_helion_rms_norm_fwd, (2048,), x, weight, out, inv_rms, eps, _RDIM_SIZE_1, num_warps=8, num_stages=5)
2026-02-21T09:02:02.4953551Z     # src[rms_norm.py:70]: return out, inv_rms.reshape(-1, 1)
2026-02-21T09:02:02.4953829Z     return (out, inv_rms.reshape(-1, 1))
2026-02-21T09:02:03.5014976Z WARNING:tritonbench.utils.triton_op:Completed input ID 2:
2026-02-21T09:02:03.5015439Z (M, H)
2026-02-21T09:02:03.5015661Z ------------
2026-02-21T09:02:03.5015905Z (2048, 4096)
2026-02-21T09:02:03.5016053Z 
2026-02-21T09:02:03.5030246Z  50%|█████     | 3/6 [12:29<12:38, 252.99s/it]WARNING:tritonbench.utils.triton_op:Running input ID 3:
2026-02-21T09:02:03.5030836Z (M, H)
2026-02-21T09:02:03.5031060Z ------------
2026-02-21T09:02:03.5031293Z (2048, 8192)
2026-02-21T09:02:03.5035984Z INFO:tritonbench.utils.triton_op:Took 0.33ms to get benchmark function for llama_rms
2026-02-21T09:02:04.7860450Z INFO:tritonbench.utils.triton_op:Took 0.30ms to get benchmark function for liger_rms
2026-02-21T09:02:06.3033432Z INFO:tritonbench.utils.triton_op:Took 3.48ms to get benchmark function for torch_compile_rms
2026-02-21T09:02:07.8352405Z WARNING:__main__:Input tensor metadata:
2026-02-21T09:02:07.8352960Z { 'args': ( 8192,
2026-02-21T09:02:07.8353328Z             { 'device': 'cuda:0',
2026-02-21T09:02:07.8353807Z               'dtype': 'torch.float32',
2026-02-21T09:02:07.8354797Z               'shape': (2048, 8192),
2026-02-21T09:02:07.8355254Z               'stride': (8192, 1)},
2026-02-21T09:02:07.8355713Z             { 'device': 'cuda:0',
2026-02-21T09:02:07.8356160Z               'dtype': 'torch.float32',
2026-02-21T09:02:07.8356720Z               'shape': (8192,),
2026-02-21T09:02:07.8357248Z               'stride': (1,)}),
2026-02-21T09:02:07.8357526Z   'kwargs': {}}
2026-02-21T09:02:07.8383413Z INFO:tritonbench.utils.triton_op:Took 3.45ms to get benchmark function for helion_rms_norm_tritonbench
2026-02-21T09:02:07.9652690Z [0s] Autotune random seed: 2137247725
2026-02-21T09:02:07.9946396Z [0s] Starting LFBOPatternSearch with initial_population=FROM_RANDOM, copies=5, max_generations=20, similarity_penalty=1.0
2026-02-21T09:02:43.4987694Z [35s] Timeout after 30s compiling Config(block_sizes=[256], indexing=['tensor_descriptor', 'tensor_descriptor', 'tensor_descriptor', 'tensor_descriptor', 'tensor_descriptor', 'tensor_descriptor', 'tensor_descriptor', 'tensor_descriptor'], load_eviction_policies=['first', '', '', 'first', 'first'], maxnreg=256, num_sm_multiplier=16, num_stages=1, num_warps=8, pid_type='persistent_interleaved', range_flattens=[True], range_multi_buffers=[None], range_num_stages=[4], range_unroll_factors=[3], range_warp_specializes=[], reduction_loops=[512])
2026-02-21T09:02:44.7502619Z [36s] Timeout after 30s compiling Config(block_sizes=[256], indexing=['pointer', 'pointer', 'tensor_descriptor', 'tensor_descriptor', 'pointer', 'tensor_descriptor', 'tensor_descriptor', 'pointer'], load_eviction_policies=['first', '', '', 'last', 'last'], maxnreg=64, num_sm_multiplier=1, num_stages=6, num_warps=1, pid_type='persistent_blocked', range_flattens=[None], range_multi_buffers=[True], range_num_stages=[3], range_unroll_factors=[0], range_warp_specializes=[], reduction_loops=[256])
2026-02-21T09:02:44.7520960Z Initial population precompiling 100% ━━━━━━━━━━━━━━━━━━━━━ 100/100 0.7 configs/s
2026-02-21T09:02:50.5339198Z Initial population exploring neighbors 100% ━━━━━━━━━━━━━ 100/100 17.4 configs/s
2026-02-21T09:02:50.5352650Z [42s] Adaptive compile timeout: 30s (90% percentile=5.7s, bounds=[30.0s, 30s])
2026-02-21T09:02:51.8645100Z Verifying initial results 100% ━━━━━━━━━━━━━━━━━━━━━━━ 1000/1000 747.3 configs/s
2026-02-21T09:02:51.9831920Z [43s] Initial random population of 100, 5 starting points: 
2026-02-21T09:02:51.9832336Z error=9
2026-02-21T09:02:51.9832531Z timeout=2
2026-02-21T09:02:51.9832717Z ok=89
2026-02-21T09:02:51.9832905Z min=0.0503
2026-02-21T09:02:51.9833089Z mid=0.3489
2026-02-21T09:02:51.9833311Z max=8.6564
2026-02-21T09:02:51.9833512Z best={'block_sizes': [1],
2026-02-21T09:02:51.9834148Z  'indexing': ['tensor_descriptor', 'pointer', 'tensor_descriptor', 'tensor_descriptor',
2026-02-21T09:02:51.9834890Z               'tensor_descriptor', 'tensor_descriptor', 'tensor_descriptor', 'tensor_descriptor'],
2026-02-21T09:02:51.9835501Z  'load_eviction_policies': ['first', 'first', '', 'first', ''],
2026-02-21T09:02:51.9835891Z  'maxnreg': 64,
2026-02-21T09:02:51.9836111Z  'num_sm_multiplier': 16,
2026-02-21T09:02:51.9836361Z  'num_stages': 3,
2026-02-21T09:02:51.9836570Z  'num_warps': 16,
2026-02-21T09:02:51.9836826Z  'pid_type': 'persistent_interleaved',
2026-02-21T09:02:51.9837134Z  'range_flattens': [False],
2026-02-21T09:02:51.9837427Z  'range_multi_buffers': [False],
2026-02-21T09:02:51.9837677Z  'range_num_stages': [0],
2026-02-21T09:02:51.9837901Z  'range_unroll_factors': [2],
2026-02-21T09:02:51.9838141Z  'range_warp_specializes': [],
2026-02-21T09:02:51.9838372Z  'reduction_loops': [None]}
2026-02-21T09:02:51.9851030Z [43s] Fitting surrogate: 100 points, 100 targets
2026-02-21T09:02:53.3480491Z [45s] Generation 1 starting: 86 neighbors, 5 active search path(s)
2026-02-21T09:02:59.4016453Z Generation 1: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━ 89/89 23.1 configs/s
2026-02-21T09:03:04.8009321Z Generation 1: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━ 89/89 16.6 configs/s
2026-02-21T09:03:17.3056502Z Generation 1: verifying top configs 100% ━━━━━━━━━━━━━━ 1000/1000 83.6 configs/s
2026-02-21T09:03:18.1266765Z [70s] Generation 1 complete: 
2026-02-21T09:03:18.1267063Z ok=91
2026-02-21T09:03:18.1267246Z min=0.0490
2026-02-21T09:03:18.1267422Z mid=0.0574
2026-02-21T09:03:18.1267606Z max=0.2227
2026-02-21T09:03:18.1267792Z best={'block_sizes': [1],
2026-02-21T09:03:18.1268213Z  'indexing': ['tensor_descriptor', 'pointer', 'tensor_descriptor', 'tensor_descriptor',
2026-02-21T09:03:18.1268864Z               'tensor_descriptor', 'tensor_descriptor', 'tensor_descriptor', 'tensor_descriptor'],
2026-02-21T09:03:18.1269439Z  'load_eviction_policies': ['first', 'first', '', 'first', ''],
2026-02-21T09:03:18.1269784Z  'maxnreg': 64,
2026-02-21T09:03:18.1269984Z  'num_sm_multiplier': 16,
2026-02-21T09:03:18.1270784Z  'num_stages': 3,
2026-02-21T09:03:18.1270990Z  'num_warps': 16,
2026-02-21T09:03:18.1271220Z  'pid_type': 'persistent_interleaved',
2026-02-21T09:03:18.1271515Z  'range_flattens': [False],
2026-02-21T09:03:18.1271759Z  'range_multi_buffers': [False],
2026-02-21T09:03:18.1272011Z  'range_num_stages': [0],
2026-02-21T09:03:18.1272237Z  'range_unroll_factors': [2],
2026-02-21T09:03:18.1272489Z  'range_warp_specializes': [],
2026-02-21T09:03:18.1272729Z  'reduction_loops': [None]}
2026-02-21T09:03:18.1286508Z [70s] Fitting surrogate: 191 points, 191 targets
2026-02-21T09:03:19.0741766Z [71s] Generation 2 starting: 61 neighbors, 5 active search path(s)
2026-02-21T09:03:23.9023754Z Generation 2: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 62/62 9.5 configs/s
2026-02-21T09:03:27.6530812Z Generation 2: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━ 62/62 16.7 configs/s
2026-02-21T09:03:36.0080508Z Generation 2: verifying top configs 100% ━━━━━━━━━━━━━━ 1000/1000 121.0         
2026-02-21T09:03:36.0081070Z                                                                   configs/s     
2026-02-21T09:03:36.5969401Z [88s] Generation 2 complete: 
2026-02-21T09:03:36.5969698Z ok=66
2026-02-21T09:03:36.5969883Z min=0.0484
2026-02-21T09:03:36.5970143Z mid=0.0528
2026-02-21T09:03:36.5970322Z max=0.1246
2026-02-21T09:03:36.5970513Z best={'block_sizes': [1],
2026-02-21T09:03:36.5970978Z  'indexing': ['tensor_descriptor', 'tensor_descriptor', 'pointer', 'pointer', 'pointer', 'pointer',
2026-02-21T09:03:36.5971477Z               'pointer', 'pointer'],
2026-02-21T09:03:36.5971805Z  'load_eviction_policies': ['', 'first', 'first', '', ''],
2026-02-21T09:03:36.5972123Z  'num_stages': 8,
2026-02-21T09:03:36.5972313Z  'num_warps': 8,
2026-02-21T09:03:36.5972515Z  'pid_type': 'flat',
2026-02-21T09:03:36.5972765Z  'range_flattens': [None],
2026-02-21T09:03:36.5973005Z  'range_multi_buffers': [None],
2026-02-21T09:03:36.5973241Z  'range_num_stages': [0],
2026-02-21T09:03:36.5973471Z  'range_unroll_factors': [0],
2026-02-21T09:03:36.5973724Z  'range_warp_specializes': [],
2026-02-21T09:03:36.5974402Z  'reduction_loops': [None]}
2026-02-21T09:03:36.5991397Z [88s] Fitting surrogate: 257 points, 257 targets
2026-02-21T09:03:37.3007392Z [89s] Generation 3 starting: 40 neighbors, 5 active search path(s)
2026-02-21T09:03:40.6086322Z Generation 3: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━ 43/43 34.5 configs/s
2026-02-21T09:03:43.1795007Z Generation 3: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━ 43/43 17.0 configs/s
2026-02-21T09:03:49.2026282Z Generation 3: verifying top configs 100% ━━━━━━━━━━━━━━ 1000/1000 167.7         
2026-02-21T09:03:49.2026897Z                                                                   configs/s     
2026-02-21T09:03:49.6412818Z [101s] Generation 3 complete: 
2026-02-21T09:03:49.6413164Z ok=46
2026-02-21T09:03:49.6413391Z min=0.0479
2026-02-21T09:03:49.6413583Z mid=0.0492
2026-02-21T09:03:49.6413775Z max=0.1838
2026-02-21T09:03:49.6414395Z best={'block_sizes': [1],
2026-02-21T09:03:49.6414915Z  'indexing': ['tensor_descriptor', 'tensor_descriptor', 'pointer', 'pointer', 'pointer', 'pointer',
2026-02-21T09:03:49.6415456Z               'pointer', 'pointer'],
2026-02-21T09:03:49.6415799Z  'load_eviction_policies': ['', 'first', 'first', '', ''],
2026-02-21T09:03:49.6416141Z  'num_stages': 8,
2026-02-21T09:03:49.6416346Z  'num_warps': 8,
2026-02-21T09:03:49.6416562Z  'pid_type': 'flat',
2026-02-21T09:03:49.6416789Z  'range_flattens': [None],
2026-02-21T09:03:49.6417030Z  'range_multi_buffers': [None],
2026-02-21T09:03:49.6417284Z  'range_num_stages': [0],
2026-02-21T09:03:49.6417565Z  'range_unroll_factors': [0],
2026-02-21T09:03:49.6417913Z  'range_warp_specializes': [],
2026-02-21T09:03:49.6418223Z  'reduction_loops': [None]}
2026-02-21T09:03:49.6435765Z [101s] Fitting surrogate: 303 points, 303 targets
2026-02-21T09:03:50.4410386Z [102s] Generation 4 starting: 46 neighbors, 5 active search path(s)
2026-02-21T09:04:06.4295182Z Generation 4: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 47/47 0.3 configs/s
2026-02-21T09:04:09.2043437Z Generation 4: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━ 47/47 17.2 configs/s
2026-02-21T09:04:15.7966622Z Generation 4: verifying top configs 100% ━━━━━━━━━━━━━━ 1000/1000 153.1         
2026-02-21T09:04:15.7967137Z                                                                   configs/s     
2026-02-21T09:04:16.2693056Z [128s] Generation 4 complete: 
2026-02-21T09:04:16.2693506Z ok=52
2026-02-21T09:04:16.2693788Z min=0.0506
2026-02-21T09:04:16.2694329Z mid=0.0516
2026-02-21T09:04:16.2694607Z max=0.4936
2026-02-21T09:04:16.2694908Z best={'block_sizes': [1],
2026-02-21T09:04:16.2695675Z  'indexing': ['tensor_descriptor', 'pointer', 'pointer', 'pointer', 'tensor_descriptor', 'pointer',
2026-02-21T09:04:16.2696602Z               'pointer', 'pointer'],
2026-02-21T09:04:16.2697623Z  'load_eviction_policies': ['', 'last', '', '', ''],
2026-02-21T09:04:16.2697940Z  'num_stages': 8,
2026-02-21T09:04:16.2698128Z  'num_warps': 4,
2026-02-21T09:04:16.2698339Z  'pid_type': 'flat',
2026-02-21T09:04:16.2698545Z  'range_flattens': [None],
2026-02-21T09:04:16.2698771Z  'range_multi_buffers': [None],
2026-02-21T09:04:16.2699007Z  'range_num_stages': [0],
2026-02-21T09:04:16.2699236Z  'range_unroll_factors': [0],
2026-02-21T09:04:16.2699481Z  'range_warp_specializes': [],
2026-02-21T09:04:16.2699712Z  'reduction_loops': [None]}
2026-02-21T09:04:16.2717228Z [128s] Fitting surrogate: 355 points, 355 targets
2026-02-21T09:04:17.0532488Z [129s] Generation 5 starting: 48 neighbors, 5 active search path(s)
2026-02-21T09:04:21.1874380Z Generation 5: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━ 53/53 14.2 configs/s
2026-02-21T09:04:24.3446752Z Generation 5: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━ 53/53 17.0 configs/s
2026-02-21T09:04:31.7357373Z Generation 5: verifying top configs 100% ━━━━━━━━━━━━━━ 1000/1000 136.8         
2026-02-21T09:04:31.7357906Z                                                                   configs/s     
2026-02-21T09:04:32.2673447Z [144s] Generation 5 complete: 
2026-02-21T09:04:32.2673960Z ok=54
2026-02-21T09:04:32.2674790Z min=0.0476
2026-02-21T09:04:32.2675081Z mid=0.0488
2026-02-21T09:04:32.2675357Z max=0.1564
2026-02-21T09:04:32.2675654Z best={'block_sizes': [1],
2026-02-21T09:04:32.2676351Z  'indexing': ['tensor_descriptor', 'pointer', 'pointer', 'pointer', 'tensor_descriptor',
2026-02-21T09:04:32.2677213Z               'tensor_descriptor', 'pointer', 'pointer'],
2026-02-21T09:04:32.2677944Z  'load_eviction_policies': ['', 'last', '', '', ''],
2026-02-21T09:04:32.2678300Z  'num_stages': 7,
2026-02-21T09:04:32.2678511Z  'num_warps': 4,
2026-02-21T09:04:32.2678718Z  'pid_type': 'flat',
2026-02-21T09:04:32.2678935Z  'range_flattens': [None],
2026-02-21T09:04:32.2679181Z  'range_multi_buffers': [None],
2026-02-21T09:04:32.2679435Z  'range_num_stages': [0],
2026-02-21T09:04:32.2679697Z  'range_unroll_factors': [0],
2026-02-21T09:04:32.2679959Z  'range_warp_specializes': [],
2026-02-21T09:04:32.2680212Z  'reduction_loops': [None]}
2026-02-21T09:04:32.2699137Z [144s] Fitting surrogate: 409 points, 409 targets
2026-02-21T09:04:33.0469964Z [145s] Generation 6 starting: 46 neighbors, 5 active search path(s)
2026-02-21T09:04:36.2600053Z Generation 6: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 49/49 7.0 configs/s
2026-02-21T09:04:39.1202242Z Generation 6: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━ 49/49 17.4 configs/s
2026-02-21T09:04:46.6431238Z Generation 6: verifying top configs 100% ━━━━━━━━━━━━━━ 1000/1000 141.4         
2026-02-21T09:04:46.6431761Z                                                                   configs/s     
2026-02-21T09:04:47.1333003Z [159s] Generation 6 complete: 
2026-02-21T09:04:47.1333454Z ok=51
2026-02-21T09:04:47.1333752Z min=0.0505
2026-02-21T09:04:47.1334272Z mid=0.0513
2026-02-21T09:04:47.1334577Z max=0.0679
2026-02-21T09:04:47.1334925Z best={'block_sizes': [1],
2026-02-21T09:04:47.1335618Z  'indexing': ['tensor_descriptor', 'pointer', 'pointer', 'tensor_descriptor', 'pointer',
2026-02-21T09:04:47.1337089Z               'tensor_descriptor', 'tensor_descriptor', 'tensor_descriptor'],
2026-02-21T09:04:47.1337902Z  'load_eviction_policies': ['', 'last', 'last', 'first', 'first'],
2026-02-21T09:04:47.1338565Z  'num_stages': 7,
2026-02-21T09:04:47.1338768Z  'num_warps': 4,
2026-02-21T09:04:47.1338962Z  'pid_type': 'flat',
2026-02-21T09:04:47.1339165Z  'range_flattens': [None],
2026-02-21T09:04:47.1339395Z  'range_multi_buffers': [None],
2026-02-21T09:04:47.1339635Z  'range_num_stages': [0],
2026-02-21T09:04:47.1339855Z  'range_unroll_factors': [0],
2026-02-21T09:04:47.1340102Z  'range_warp_specializes': [],
2026-02-21T09:04:47.1340335Z  'reduction_loops': [None]}
2026-02-21T09:04:47.1357160Z [159s] Fitting surrogate: 460 points, 460 targets
2026-02-21T09:04:47.8650308Z [159s] Generation 7 starting: 43 neighbors, 4 active search path(s)
2026-02-21T09:04:51.1548007Z Generation 7: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━ 47/47 17.7 configs/s
2026-02-21T09:04:53.9401005Z Generation 7: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━ 47/47 17.1 configs/s
2026-02-21T09:04:59.8504926Z Generation 7: verifying top configs 100% ━━━━━━━━━━━━━━ 1000/1000 170.9         
2026-02-21T09:04:59.8509291Z                                                                   configs/s     
2026-02-21T09:05:00.2748320Z [172s] Generation 7 complete: 
2026-02-21T09:05:00.2748613Z ok=48
2026-02-21T09:05:00.2748810Z min=0.0475
2026-02-21T09:05:00.2749008Z mid=0.0506
2026-02-21T09:05:00.2749192Z max=0.2250
2026-02-21T09:05:00.2749394Z best={'block_sizes': [1],
2026-02-21T09:05:00.2749903Z  'indexing': ['tensor_descriptor', 'pointer', 'pointer', 'pointer', 'pointer', 'tensor_descriptor',
2026-02-21T09:05:00.2750527Z               'tensor_descriptor', 'tensor_descriptor'],
2026-02-21T09:05:00.2750976Z  'load_eviction_policies': ['', 'last', 'last', 'first', 'first'],
2026-02-21T09:05:00.2751400Z  'num_stages': 7,
2026-02-21T09:05:00.2751625Z  'num_warps': 8,
2026-02-21T09:05:00.2751845Z  'pid_type': 'flat',
2026-02-21T09:05:00.2752087Z  'range_flattens': [None],
2026-02-21T09:05:00.2752377Z  'range_multi_buffers': [None],
2026-02-21T09:05:00.2752661Z  'range_num_stages': [0],
2026-02-21T09:05:00.2752911Z  'range_unroll_factors': [0],
2026-02-21T09:05:00.2753199Z  'range_warp_specializes': [],
2026-02-21T09:05:00.2753467Z  'reduction_loops': [None]}
2026-02-21T09:05:00.2777692Z [172s] Fitting surrogate: 508 points, 508 targets
2026-02-21T09:05:00.9467529Z [172s] Generation 8 starting: 39 neighbors, 4 active search path(s)
2026-02-21T09:05:03.6626714Z Generation 8: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 40/40 5.4 configs/s
2026-02-21T09:05:05.9947957Z Generation 8: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━ 40/40 17.5 configs/s
2026-02-21T09:05:11.8817384Z Generation 8: verifying top configs 100% ━━━━━━━━━━━━━━ 1000/1000 171.5         
2026-02-21T09:05:11.8817920Z                                                                   configs/s     
2026-02-21T09:05:12.3083708Z [184s] Generation 8 complete: 
2026-02-21T09:05:12.3084419Z ok=43
2026-02-21T09:05:12.3085322Z min=0.0475
2026-02-21T09:05:12.3085618Z mid=0.0481
2026-02-21T09:05:12.3085913Z max=0.0564
2026-02-21T09:05:12.3086209Z best={'block_sizes': [1],
2026-02-21T09:05:12.3086954Z  'indexing': ['tensor_descriptor', 'tensor_descriptor', 'pointer', 'pointer', 'tensor_descriptor',
2026-02-21T09:05:12.3087791Z               'pointer', 'pointer', 'pointer'],
2026-02-21T09:05:12.3088381Z  'load_eviction_policies': ['', 'last', 'first', '', 'last'],
2026-02-21T09:05:12.3088896Z  'num_stages': 7,
2026-02-21T09:05:12.3089211Z  'num_warps': 4,
2026-02-21T09:05:12.3089514Z  'pid_type': 'flat',
2026-02-21T09:05:12.3089850Z  'range_flattens': [None],
2026-02-21T09:05:12.3090344Z  'range_multi_buffers': [None],
2026-02-21T09:05:12.3090742Z  'range_num_stages': [0],
2026-02-21T09:05:12.3091101Z  'range_unroll_factors': [0],
2026-02-21T09:05:12.3091887Z  'range_warp_specializes': [],
2026-02-21T09:05:12.3092313Z  'reduction_loops': [None]}
2026-02-21T09:05:12.3114425Z [184s] Fitting surrogate: 551 points, 551 targets
2026-02-21T09:05:12.9337718Z [184s] Generation 9 starting: 34 neighbors, 4 active search path(s)
2026-02-21T09:05:15.6262767Z Generation 9: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━ 36/36 24.3 configs/s
2026-02-21T09:05:17.7277112Z Generation 9: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━ 36/36 17.5 configs/s
2026-02-21T09:05:22.7779889Z Generation 9: verifying top configs 100% ━━━━━━━━━━━━━━ 1000/1000 199.7         
2026-02-21T09:05:22.7780437Z                                                                   configs/s     
2026-02-21T09:05:23.1477840Z [195s] Generation 9 complete: 
2026-02-21T09:05:23.1478301Z ok=39
2026-02-21T09:05:23.1478584Z min=0.0503
2026-02-21T09:05:23.1478867Z mid=0.0511
2026-02-21T09:05:23.1479144Z max=0.0804
2026-02-21T09:05:23.1479455Z best={'block_sizes': [1],
2026-02-21T09:05:23.1480180Z  'indexing': ['tensor_descriptor', 'pointer', 'pointer', 'pointer', 'tensor_descriptor',
2026-02-21T09:05:23.1481095Z               'tensor_descriptor', 'tensor_descriptor', 'tensor_descriptor'],
2026-02-21T09:05:23.1481874Z  'load_eviction_policies': ['', 'last', 'last', 'first', 'last'],
2026-02-21T09:05:23.1482427Z  'num_stages': 7,
2026-02-21T09:05:23.1482753Z  'num_warps': 4,
2026-02-21T09:05:23.1483119Z  'pid_type': 'flat',
2026-02-21T09:05:23.1483529Z  'range_flattens': [None],
2026-02-21T09:05:23.1483854Z  'range_multi_buffers': [None],
2026-02-21T09:05:23.1484262Z  'range_num_stages': [0],
2026-02-21T09:05:23.1484480Z  'range_unroll_factors': [0],
2026-02-21T09:05:23.1484725Z  'range_warp_specializes': [],
2026-02-21T09:05:23.1484968Z  'reduction_loops': [None]}
2026-02-21T09:05:23.1509136Z [195s] Fitting surrogate: 590 points, 590 targets
2026-02-21T09:05:23.7103411Z [195s] Generation 10 starting: 30 neighbors, 3 active search path(s)
2026-02-21T09:05:26.7179562Z Generation 10: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━ 33/33 6.3 configs/s
2026-02-21T09:05:28.6525599Z Generation 10: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━ 33/33 17.5 configs/s
2026-02-21T09:05:32.8190112Z Generation 10: verifying top configs 100% ━━━━━━━━━━━━━ 1000/1000 241.9         
2026-02-21T09:05:32.8190739Z                                                                   configs/s     
2026-02-21T09:05:33.1332674Z [205s] Generation 10 complete: 
2026-02-21T09:05:33.1333010Z ok=34
2026-02-21T09:05:33.1333196Z min=0.0472
2026-02-21T09:05:33.1333374Z mid=0.0487
2026-02-21T09:05:33.1333546Z max=0.5235
2026-02-21T09:05:33.1333733Z best={'block_sizes': [1],
2026-02-21T09:05:33.1334393Z  'indexing': ['tensor_descriptor', 'pointer', 'pointer', 'pointer', 'pointer', 'tensor_descriptor',
2026-02-21T09:05:33.1334963Z               'tensor_descriptor', 'tensor_descriptor'],
2026-02-21T09:05:33.1335357Z  'load_eviction_policies': ['', 'last', 'last', 'first', 'last'],
2026-02-21T09:05:33.1335711Z  'num_stages': 7,
2026-02-21T09:05:33.1335951Z  'num_warps': 4,
2026-02-21T09:05:33.1336151Z  'pid_type': 'flat',
2026-02-21T09:05:33.1336363Z  'range_flattens': [None],
2026-02-21T09:05:33.1336596Z  'range_multi_buffers': [None],
2026-02-21T09:05:33.1337488Z  'range_num_stages': [0],
2026-02-21T09:05:33.1337738Z  'range_unroll_factors': [0],
2026-02-21T09:05:33.1337987Z  'range_warp_specializes': [],
2026-02-21T09:05:33.1338236Z  'reduction_loops': [None]}
2026-02-21T09:05:33.1364808Z [205s] Fitting surrogate: 624 points, 624 targets
2026-02-21T09:05:33.6782724Z [205s] Generation 11 starting: 29 neighbors, 3 active search path(s)
2026-02-21T09:05:35.6087788Z Generation 11: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━ 29/29 9.7 configs/s
2026-02-21T09:05:37.2948099Z Generation 11: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━ 29/29 17.7 configs/s
2026-02-21T09:05:41.6018276Z Generation 11: verifying top configs 100% ━━━━━━━━━━━━━ 1000/1000 233.8         
2026-02-21T09:05:41.6019850Z                                                                   configs/s     
2026-02-21T09:05:41.9229279Z [213s] Generation 11 complete: 
2026-02-21T09:05:41.9229585Z ok=32
2026-02-21T09:05:41.9229765Z min=0.0504
2026-02-21T09:05:41.9230003Z mid=0.0509
2026-02-21T09:05:41.9230186Z max=0.1387
2026-02-21T09:05:41.9230378Z best={'block_sizes': [1],
2026-02-21T09:05:41.9230837Z  'indexing': ['pointer', 'tensor_descriptor', 'pointer', 'tensor_descriptor', 'tensor_descriptor',
2026-02-21T09:05:41.9231349Z               'pointer', 'pointer', 'pointer'],
2026-02-21T09:05:41.9231712Z  'load_eviction_policies': ['', 'last', 'first', '', ''],
2026-02-21T09:05:41.9232030Z  'num_stages': 7,
2026-02-21T09:05:41.9232231Z  'num_warps': 4,
2026-02-21T09:05:41.9232425Z  'pid_type': 'flat',
2026-02-21T09:05:41.9232649Z  'range_flattens': [None],
2026-02-21T09:05:41.9232879Z  'range_multi_buffers': [None],
2026-02-21T09:05:41.9233126Z  'range_num_stages': [0],
2026-02-21T09:05:41.9233351Z  'range_unroll_factors': [0],
2026-02-21T09:05:41.9233621Z  'range_warp_specializes': [],
2026-02-21T09:05:41.9233885Z  'reduction_loops': [None]}
2026-02-21T09:05:41.9262860Z [213s] Fitting surrogate: 656 points, 656 targets
2026-02-21T09:05:42.3486048Z [214s] Generation 12 starting: 21 neighbors, 2 active search path(s)
2026-02-21T09:05:44.4648828Z Generation 12: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━ 23/23 15.1 configs/s
2026-02-21T09:05:45.8250792Z Generation 12: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━ 23/23 17.5 configs/s
2026-02-21T09:05:48.8660855Z Generation 12: verifying top configs 100% ━━━━━━━━━━━━━ 1000/1000 330.4         
2026-02-21T09:05:48.8661427Z                                                                   configs/s     
2026-02-21T09:05:49.1027546Z [221s] Generation 12 complete: 
2026-02-21T09:05:49.1027848Z ok=24
2026-02-21T09:05:49.1028036Z min=0.0474
2026-02-21T09:05:49.1028221Z mid=0.0490
2026-02-21T09:05:49.1028398Z max=0.0804
2026-02-21T09:05:49.1028585Z best={'block_sizes': [1],
2026-02-21T09:05:49.1029108Z  'indexing': ['pointer', 'tensor_descriptor', 'pointer', 'tensor_descriptor', 'tensor_descriptor',
2026-02-21T09:05:49.1029647Z               'pointer', 'pointer', 'pointer'],
2026-02-21T09:05:49.1030015Z  'load_eviction_policies': ['', 'last', 'first', '', ''],
2026-02-21T09:05:49.1030367Z  'num_stages': 7,
2026-02-21T09:05:49.1030567Z  'num_warps': 4,
2026-02-21T09:05:49.1030774Z  'pid_type': 'flat',
2026-02-21T09:05:49.1030993Z  'range_flattens': [None],
2026-02-21T09:05:49.1031242Z  'range_multi_buffers': [None],
2026-02-21T09:05:49.1031492Z  'range_num_stages': [0],
2026-02-21T09:05:49.1031728Z  'range_unroll_factors': [0],
2026-02-21T09:05:49.1031965Z  'range_warp_specializes': [],
2026-02-21T09:05:49.1032201Z  'reduction_loops': [None]}
2026-02-21T09:05:49.1059545Z [221s] Fitting surrogate: 680 points, 680 targets
2026-02-21T09:05:49.5255595Z [221s] Generation 13 starting: 19 neighbors, 2 active search path(s)
2026-02-21T09:05:50.9693613Z Generation 13: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━ 20/20 6.8 configs/s
2026-02-21T09:05:52.1441220Z Generation 13: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━ 20/20 17.7 configs/s
2026-02-21T09:05:55.1944347Z Generation 13: verifying top configs 100% ━━━━━━━━━━━━━ 1000/1000 329.7         
2026-02-21T09:05:55.1945251Z                                                                   configs/s     
2026-02-21T09:05:55.4194625Z [227s] Generation 13 complete: 
2026-02-21T09:05:55.4195068Z ok=22
2026-02-21T09:05:55.4195356Z min=0.0475
2026-02-21T09:05:55.4195636Z mid=0.0484
2026-02-21T09:05:55.4195915Z max=0.0660
2026-02-21T09:05:55.4196214Z best={'block_sizes': [1],
2026-02-21T09:05:55.4196942Z  'indexing': ['pointer', 'tensor_descriptor', 'pointer', 'tensor_descriptor', 'tensor_descriptor',
2026-02-21T09:05:55.4197775Z               'pointer', 'pointer', 'pointer'],
2026-02-21T09:05:55.4198318Z  'load_eviction_policies': ['', 'last', '', '', ''],
2026-02-21T09:05:55.4198807Z  'num_stages': 8,
2026-02-21T09:05:55.4199119Z  'num_warps': 4,
2026-02-21T09:05:55.4199446Z  'pid_type': 'flat',
2026-02-21T09:05:55.4200246Z  'range_flattens': [None],
2026-02-21T09:05:55.4200692Z  'range_multi_buffers': [None],
2026-02-21T09:05:55.4201077Z  'range_num_stages': [0],
2026-02-21T09:05:55.4201444Z  'range_unroll_factors': [0],
2026-02-21T09:05:55.4201845Z  'range_warp_specializes': [],
2026-02-21T09:05:55.4202226Z  'reduction_loops': [None]}
2026-02-21T09:05:55.4228035Z [227s] Fitting surrogate: 702 points, 702 targets
2026-02-21T09:05:55.8256649Z [227s] Generation 14 starting: 19 neighbors, 2 active search path(s)
2026-02-21T09:05:57.1772329Z Generation 14: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━ 19/19 33.1 configs/s
2026-02-21T09:05:58.2915993Z Generation 14: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━ 19/19 17.8 configs/s
2026-02-21T09:06:01.0748962Z Generation 14: verifying top configs 100% ━━━━━━━━━━━━━ 1000/1000 360.6         
2026-02-21T09:06:01.0749471Z                                                                   configs/s     
2026-02-21T09:06:01.2930694Z [233s] Generation 14 complete: 
2026-02-21T09:06:01.2930982Z ok=21
2026-02-21T09:06:01.2931187Z min=0.0506
2026-02-21T09:06:01.2931380Z mid=0.0510
2026-02-21T09:06:01.2931558Z max=0.0805
2026-02-21T09:06:01.2931742Z best={'block_sizes': [1],
2026-02-21T09:06:01.2932220Z  'indexing': ['tensor_descriptor', 'tensor_descriptor', 'tensor_descriptor', 'tensor_descriptor',
2026-02-21T09:06:01.2932782Z               'pointer', 'tensor_descriptor', 'pointer', 'pointer'],
2026-02-21T09:06:01.2933187Z  'load_eviction_policies': ['', '', 'first', '', 'last'],
2026-02-21T09:06:01.2933497Z  'num_stages': 2,
2026-02-21T09:06:01.2933693Z  'num_warps': 4,
2026-02-21T09:06:01.2933896Z  'pid_type': 'flat',
2026-02-21T09:06:01.2934409Z  'range_flattens': [None],
2026-02-21T09:06:01.2934659Z  'range_multi_buffers': [None],
2026-02-21T09:06:01.2934901Z  'range_num_stages': [0],
2026-02-21T09:06:01.2935130Z  'range_unroll_factors': [0],
2026-02-21T09:06:01.2935372Z  'range_warp_specializes': [],
2026-02-21T09:06:01.2935617Z  'reduction_loops': [None]}
2026-02-21T09:06:01.2964719Z [233s] Fitting surrogate: 723 points, 723 targets
2026-02-21T09:06:01.6943920Z [233s] Generation 15 starting: 19 neighbors, 2 active search path(s)
2026-02-21T09:06:03.2132669Z Generation 15: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━ 21/21 11.3 configs/s
2026-02-21T09:06:04.4478626Z Generation 15: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━ 21/21 17.7 configs/s
2026-02-21T09:06:07.4783872Z Generation 15: verifying top configs 100% ━━━━━━━━━━━━━ 1000/1000 331.9         
2026-02-21T09:06:07.4784556Z                                                                   configs/s     
2026-02-21T09:06:07.7161378Z [239s] Generation 15 complete: 
2026-02-21T09:06:07.7161834Z ok=22
2026-02-21T09:06:07.7162116Z min=0.0474
2026-02-21T09:06:07.7162405Z mid=0.0482
2026-02-21T09:06:07.7162686Z max=0.0577
2026-02-21T09:06:07.7162989Z best={'block_sizes': [1],
2026-02-21T09:06:07.7163735Z  'indexing': ['pointer', 'pointer', 'pointer', 'tensor_descriptor', 'tensor_descriptor', 'pointer',
2026-02-21T09:06:07.7164970Z               'pointer', 'pointer'],
2026-02-21T09:06:07.7165354Z  'load_eviction_policies': ['', 'last', '', 'last', 'first'],
2026-02-21T09:06:07.7165720Z  'num_stages': 8,
2026-02-21T09:06:07.7166412Z  'num_warps': 4,
2026-02-21T09:06:07.7166642Z  'pid_type': 'flat',
2026-02-21T09:06:07.7166868Z  'range_flattens': [None],
2026-02-21T09:06:07.7167120Z  'range_multi_buffers': [None],
2026-02-21T09:06:07.7167381Z  'range_num_stages': [0],
2026-02-21T09:06:07.7167622Z  'range_unroll_factors': [0],
2026-02-21T09:06:07.7167882Z  'range_warp_specializes': [],
2026-02-21T09:06:07.7168143Z  'reduction_loops': [None]}
2026-02-21T09:06:07.7196994Z [239s] Fitting surrogate: 745 points, 745 targets
2026-02-21T09:06:08.1482129Z [240s] Generation 16 starting: 20 neighbors, 2 active search path(s)
2026-02-21T09:06:09.4133534Z Generation 16: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━ 20/20 38.6 configs/s
2026-02-21T09:06:10.5697067Z Generation 16: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━ 20/20 18.0 configs/s
2026-02-21T09:06:13.9166321Z Generation 16: verifying top configs 100% ━━━━━━━━━━━━━ 1000/1000 343.6         
2026-02-21T09:06:13.9166874Z                                                                   configs/s     
2026-02-21T09:06:14.1439374Z [246s] Generation 16 complete: 
2026-02-21T09:06:14.1439638Z ok=22
2026-02-21T09:06:14.1439822Z min=0.0505
2026-02-21T09:06:14.1439997Z mid=0.0506
2026-02-21T09:06:14.1440169Z max=0.0806
2026-02-21T09:06:14.1440350Z best={'block_sizes': [1],
2026-02-21T09:06:14.1440828Z  'indexing': ['tensor_descriptor', 'tensor_descriptor', 'pointer', 'tensor_descriptor', 'pointer',
2026-02-21T09:06:14.1441358Z               'tensor_descriptor', 'pointer', 'pointer'],
2026-02-21T09:06:14.1441718Z  'load_eviction_policies': ['', '', '', '', 'last'],
2026-02-21T09:06:14.1442015Z  'num_stages': 2,
2026-02-21T09:06:14.1442225Z  'num_warps': 4,
2026-02-21T09:06:14.1442430Z  'pid_type': 'flat',
2026-02-21T09:06:14.1442637Z  'range_flattens': [None],
2026-02-21T09:06:14.1442874Z  'range_multi_buffers': [None],
2026-02-21T09:06:14.1443123Z  'range_num_stages': [0],
2026-02-21T09:06:14.1443357Z  'range_unroll_factors': [0],
2026-02-21T09:06:14.1443596Z  'range_warp_specializes': [],
2026-02-21T09:06:14.1443857Z  'reduction_loops': [None]}
2026-02-21T09:06:14.1469832Z [246s] Fitting surrogate: 767 points, 767 targets
2026-02-21T09:06:14.5601562Z [246s] Generation 17 starting: 19 neighbors, 2 active search path(s)
2026-02-21T09:06:16.0461529Z Generation 17: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━ 21/21 34.2 configs/s
2026-02-21T09:06:17.2815970Z Generation 17: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━ 21/21 17.7 configs/s
2026-02-21T09:06:19.9419499Z Generation 17: verifying top configs 100% ━━━━━━━━━━━━━ 1000/1000 377.1         
2026-02-21T09:06:19.9420031Z                                                                   configs/s     
2026-02-21T09:06:20.1575529Z [252s] Generation 17 complete: 
2026-02-21T09:06:20.1575812Z ok=22
2026-02-21T09:06:20.1576011Z min=0.0506
2026-02-21T09:06:20.1576193Z mid=0.0525
2026-02-21T09:06:20.1576412Z max=0.3052
2026-02-21T09:06:20.1576612Z best={'block_sizes': [1],
2026-02-21T09:06:20.1577103Z  'indexing': ['tensor_descriptor', 'tensor_descriptor', 'pointer', 'tensor_descriptor', 'pointer',
2026-02-21T09:06:20.1578076Z               'tensor_descriptor', 'pointer', 'pointer'],
2026-02-21T09:06:20.1578466Z  'load_eviction_policies': ['', '', 'last', '', 'last'],
2026-02-21T09:06:20.1578784Z  'num_stages': 2,
2026-02-21T09:06:20.1578978Z  'num_warps': 4,
2026-02-21T09:06:20.1579181Z  'pid_type': 'flat',
2026-02-21T09:06:20.1579395Z  'range_flattens': [None],
2026-02-21T09:06:20.1579638Z  'range_multi_buffers': [None],
2026-02-21T09:06:20.1579877Z  'range_num_stages': [0],
2026-02-21T09:06:20.1580107Z  'range_unroll_factors': [0],
2026-02-21T09:06:20.1580358Z  'range_warp_specializes': [],
2026-02-21T09:06:20.1580613Z  'reduction_loops': [None]}
2026-02-21T09:06:20.1612167Z [252s] Fitting surrogate: 789 points, 789 targets
2026-02-21T09:06:20.4328496Z [252s] Generation 18 starting: 9 neighbors, 1 active search path(s)
2026-02-21T09:06:21.0969009Z Generation 18: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━ 10/10 215.2 configs/s
2026-02-21T09:06:21.6781011Z Generation 18: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━ 10/10 18.8 configs/s
2026-02-21T09:06:23.1956993Z Generation 18: verifying top configs 100% ━━━━━━━━━━━━━ 1000/1000 656.0         
2026-02-21T09:06:23.1957536Z                                                                   configs/s     
2026-02-21T09:06:23.3295583Z [255s] Generation 18 complete: 
2026-02-21T09:06:23.3295835Z ok=11
2026-02-21T09:06:23.3296014Z min=0.0504
2026-02-21T09:06:23.3296182Z mid=0.0513
2026-02-21T09:06:23.3296351Z max=0.0596
2026-02-21T09:06:23.3296525Z best={'block_sizes': [1],
2026-02-21T09:06:23.3296972Z  'indexing': ['tensor_descriptor', 'tensor_descriptor', 'pointer', 'tensor_descriptor', 'pointer',
2026-02-21T09:06:23.3297509Z               'tensor_descriptor', 'pointer', 'pointer'],
2026-02-21T09:06:23.3297884Z  'load_eviction_policies': ['', '', 'last', '', 'last'],
2026-02-21T09:06:23.3298191Z  'num_stages': 2,
2026-02-21T09:06:23.3298377Z  'num_warps': 4,
2026-02-21T09:06:23.3298570Z  'pid_type': 'flat',
2026-02-21T09:06:23.3298787Z  'range_flattens': [None],
2026-02-21T09:06:23.3299025Z  'range_multi_buffers': [None],
2026-02-21T09:06:23.3299260Z  'range_num_stages': [0],
2026-02-21T09:06:23.3299491Z  'range_unroll_factors': [0],
2026-02-21T09:06:23.3299748Z  'range_warp_specializes': [],
2026-02-21T09:06:23.3299987Z  'reduction_loops': [None]}
2026-02-21T09:06:23.3330787Z [255s] Fitting surrogate: 800 points, 800 targets
2026-02-21T09:06:23.6078915Z [255s] Generation 19 starting: 9 neighbors, 1 active search path(s)
2026-02-21T09:06:24.5841014Z Generation 19: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━ 10/10 12.3 configs/s
2026-02-21T09:06:25.1711257Z Generation 19: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━ 10/10 18.6 configs/s
2026-02-21T09:06:26.3906050Z Generation 19: verifying top configs 100% ━━━━━━━━━━━━━ 1000/1000 811.7         
2026-02-21T09:06:26.3906608Z                                                                   configs/s     
2026-02-21T09:06:26.5067791Z [258s] Generation 19 complete: 
2026-02-21T09:06:26.5068102Z ok=11
2026-02-21T09:06:26.5068280Z min=0.0472
2026-02-21T09:06:26.5068446Z mid=0.0479
2026-02-21T09:06:26.5068611Z max=0.2599
2026-02-21T09:06:26.5068793Z best={'block_sizes': [1],
2026-02-21T09:06:26.5069243Z  'indexing': ['tensor_descriptor', 'tensor_descriptor', 'pointer', 'tensor_descriptor', 'pointer',
2026-02-21T09:06:26.5069774Z               'tensor_descriptor', 'pointer', 'pointer'],
2026-02-21T09:06:26.5070125Z  'load_eviction_policies': ['', '', 'last', '', 'last'],
2026-02-21T09:06:26.5070422Z  'num_stages': 2,
2026-02-21T09:06:26.5070605Z  'num_warps': 4,
2026-02-21T09:06:26.5070801Z  'pid_type': 'flat',
2026-02-21T09:06:26.5071002Z  'range_flattens': [None],
2026-02-21T09:06:26.5071227Z  'range_multi_buffers': [None],
2026-02-21T09:06:26.5071467Z  'range_num_stages': [0],
2026-02-21T09:06:26.5071704Z  'range_unroll_factors': [0],
2026-02-21T09:06:26.5071953Z  'range_warp_specializes': [],
2026-02-21T09:06:26.5072184Z  'reduction_loops': [None]}
2026-02-21T09:06:26.5104260Z [258s] Fitting surrogate: 811 points, 811 targets
2026-02-21T09:06:26.7780370Z [258s] Generation 20 starting: 9 neighbors, 1 active search path(s)
2026-02-21T09:06:27.3954538Z Generation 20: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 9/9 - configs/s
2026-02-21T09:06:27.9198556Z Generation 20: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━━ 9/9 19.0 configs/s
2026-02-21T09:06:29.4309554Z Generation 20: verifying top configs 100% ━━━━━━━━━━━━━ 1000/1000 657.0         
2026-02-21T09:06:29.4310158Z                                                                   configs/s     
2026-02-21T09:06:29.5651914Z [261s] Generation 20 complete: 
2026-02-21T09:06:29.5652198Z ok=11
2026-02-21T09:06:29.5652371Z min=0.0515
2026-02-21T09:06:29.5652550Z mid=0.0515
2026-02-21T09:06:29.5652740Z max=0.0516
2026-02-21T09:06:29.5652932Z best={'block_sizes': [1],
2026-02-21T09:06:29.5653803Z  'indexing': ['tensor_descriptor', 'tensor_descriptor', 'pointer', 'tensor_descriptor',
2026-02-21T09:06:29.5654742Z               'tensor_descriptor', 'pointer', 'pointer', 'pointer'],
2026-02-21T09:06:29.5655165Z  'load_eviction_policies': ['', '', 'first', '', 'last'],
2026-02-21T09:06:29.5655470Z  'num_stages': 8,
2026-02-21T09:06:29.5655668Z  'num_warps': 16,
2026-02-21T09:06:29.5655859Z  'pid_type': 'flat',
2026-02-21T09:06:29.5656076Z  'range_flattens': [None],
2026-02-21T09:06:29.5656310Z  'range_multi_buffers': [None],
2026-02-21T09:06:29.5656552Z  'range_num_stages': [0],
2026-02-21T09:06:29.5656778Z  'range_unroll_factors': [0],
2026-02-21T09:06:29.5657030Z  'range_warp_specializes': [],
2026-02-21T09:06:29.5657276Z  'reduction_loops': [None]}
2026-02-21T09:06:29.5691039Z [261s] Fitting surrogate: 822 points, 822 targets
2026-02-21T09:06:29.7167624Z [261s] Autotuning complete in 261.7s after searching 779 configs.
2026-02-21T09:06:29.7168104Z One can hardcode the best config and skip autotuning with:
2026-02-21T09:06:29.7169978Z     @helion.kernel(config=helion.Config(block_sizes=[1], indexing=['tensor_descriptor', 'tensor_descriptor', 'pointer', 'tensor_descriptor', 'tensor_descriptor', 'pointer', 'pointer', 'pointer'], load_eviction_policies=['', '', 'first', '', 'last'], num_stages=8, num_warps=16, pid_type='flat', range_flattens=[None], range_multi_buffers=[None], range_num_stages=[0], range_unroll_factors=[0], range_warp_specializes=[], reduction_loops=[None]), static_shapes=True)
2026-02-21T09:06:29.7171828Z 
2026-02-21T09:06:29.7172242Z [261s] Code of selected kernel: /tmp/torchinductor_root/cy/ccymmbudvobxvs5noqidnyiqa4mhggaecly7eas4jp46vexwpofm.py
2026-02-21T09:06:29.7367369Z from __future__ import annotations
2026-02-21T09:06:29.7367572Z 
2026-02-21T09:06:29.7367647Z import torch
2026-02-21T09:06:29.7367831Z import triton
2026-02-21T09:06:29.7368020Z import triton.language as tl
2026-02-21T09:06:29.7368343Z from torch._inductor.runtime.triton_compat import libdevice
2026-02-21T09:06:29.7368780Z from helion.runtime import default_launcher as _default_launcher
2026-02-21T09:06:29.7369061Z 
2026-02-21T09:06:29.7369131Z @triton.jit
2026-02-21T09:06:29.7369460Z def _helion_rms_norm_fwd(x, weight, out, inv_rms, eps, _RDIM_SIZE_1: tl.constexpr):
2026-02-21T09:06:29.7369905Z     # src[rms_norm.py:57]: for tile_m in hl.tile(m):
2026-02-21T09:06:29.7370297Z     pid_0 = tl.program_id(0)
2026-02-21T09:06:29.7370520Z     offset_0 = pid_0
2026-02-21T09:06:29.7370766Z     indices_0 = offset_0 + tl.zeros([1], tl.int32)
2026-02-21T09:06:29.7371112Z     indices_1 = tl.arange(0, _RDIM_SIZE_1).to(tl.int32)
2026-02-21T09:06:29.7371521Z     # src[rms_norm.py:58]: x_tile = x[tile_m, :].to(torch.float32)
2026-02-21T09:06:29.7371964Z     x_tile = tl.load(x + (indices_0[:, None] * 8192 + indices_1[None, :] * 1), None)
2026-02-21T09:06:29.7372375Z     # src[rms_norm.py:61]: x_squared = x_tile * x_tile
2026-02-21T09:06:29.7372677Z     v_0 = x_tile * x_tile
2026-02-21T09:06:29.7372984Z     # src[rms_norm.py:62]: mean_x_squared = torch.mean(x_squared, dim=-1)
2026-02-21T09:06:29.7373433Z     mean_x_squared_extra = tl.cast(tl.sum(v_0, 1), tl.float32)
2026-02-21T09:06:29.7374439Z     v_1 = 8192
2026-02-21T09:06:29.7374638Z     v_2 = tl.cast(v_1, tl.float32)
2026-02-21T09:06:29.7374889Z     v_3 = mean_x_squared_extra / v_2
2026-02-21T09:06:29.7375241Z     # src[rms_norm.py:63]: inv_rms_tile = torch.rsqrt(mean_x_squared + eps)
2026-02-21T09:06:29.7375604Z     v_4 = v_3 + eps
2026-02-21T09:06:29.7375849Z     v_5 = libdevice.rsqrt(v_4)
2026-02-21T09:06:29.7376171Z     # src[rms_norm.py:66]: normalized = x_tile * inv_rms_tile[:, None]
2026-02-21T09:06:29.7376524Z     subscript = v_5[:, None]
2026-02-21T09:06:29.7376750Z     v_6 = x_tile * subscript
2026-02-21T09:06:29.7377143Z     # src[rms_norm.py:67]: out[tile_m, :] = (normalized * weight[:].to(torch.float32)).to(out.dtype)
2026-02-21T09:06:29.7377604Z     load_1 = tl.load(weight + indices_1 * 1, None)
2026-02-21T09:06:29.7377891Z     v_7 = load_1[None, :]
2026-02-21T09:06:29.7378287Z     v_8 = v_6 * v_7
2026-02-21T09:06:29.7378605Z     tl.store(out + (indices_0[:, None] * 8192 + indices_1[None, :] * 1), v_8, None)
2026-02-21T09:06:29.7379086Z     # src[rms_norm.py:68]: inv_rms[tile_m] = inv_rms_tile.to(out.dtype)
2026-02-21T09:06:29.7379464Z     tl.store(inv_rms + indices_0 * 1, v_5, None)
2026-02-21T09:06:29.7379666Z 
2026-02-21T09:06:29.7379988Z def rms_norm_fwd(x: torch.Tensor, weight: torch.Tensor, eps: float=1e-05, *, _launcher=_default_launcher):
2026-02-21T09:06:29.7380444Z     """
2026-02-21T09:06:29.7380677Z     Performs Root Mean Square (RMS) normalization on the input tensor.
2026-02-21T09:06:29.7380916Z 
2026-02-21T09:06:29.7381087Z     RMS normalization normalizes by the root mean square of the elements:
2026-02-21T09:06:29.7381438Z     output = x / sqrt(mean(x^2) + eps) * weight
2026-02-21T09:06:29.7381602Z 
2026-02-21T09:06:29.7381667Z     Args:
2026-02-21T09:06:29.7381827Z         x: Input tensor of shape [M, N]
2026-02-21T09:06:29.7382078Z         weight: Scale parameter of shape [N]
2026-02-21T09:06:29.7382340Z         eps: Small constant for numerical stability
2026-02-21T09:06:29.7382539Z 
2026-02-21T09:06:29.7382604Z     Returns:
2026-02-21T09:06:29.7382836Z         Output tensor of shape [M, N] with RMS normalization applied
2026-02-21T09:06:29.7383190Z         RMS tensor of shape [M, 1] with RMS values for each element
2026-02-21T09:06:29.7383451Z     """
2026-02-21T09:06:29.7383610Z     # src[rms_norm.py:51]: m, n = x.size()
2026-02-21T09:06:29.7383822Z     m, n = x.size()
2026-02-21T09:06:29.7384298Z     # src[rms_norm.py:52]: assert weight.size(0) == n, f"weight size mismatch {weight.size(0)} != {n}"
2026-02-21T09:06:29.7384770Z     assert weight.size(0) == n, f'weight size mismatch {weight.size(0)} != {n}'
2026-02-21T09:06:29.7385113Z     # src[rms_norm.py:54]: out = torch.empty_like(x)
2026-02-21T09:06:29.7385363Z     out = torch.empty_like(x)
2026-02-21T09:06:29.7385670Z     # src[rms_norm.py:55]: inv_rms = torch.empty([m], dtype=x.dtype, device=x.device)
2026-02-21T09:06:29.7386058Z     inv_rms = torch.empty([m], dtype=x.dtype, device=x.device)
2026-02-21T09:06:29.7386361Z     # src[rms_norm.py:57]: for tile_m in hl.tile(m):
2026-02-21T09:06:29.7386601Z     _RDIM_SIZE_1 = 8192
2026-02-21T09:06:29.7386804Z     # src[rms_norm.py:57]: for tile_m in hl.tile(m):
2026-02-21T09:06:29.7387103Z     # src[rms_norm.py:58]:     x_tile = x[tile_m, :].to(torch.float32)
2026-02-21T09:06:29.7387391Z     # src[rms_norm.py:57-68]: ...
2026-02-21T09:06:29.7387774Z     _launcher(_helion_rms_norm_fwd, (2048,), x, weight, out, inv_rms, eps, _RDIM_SIZE_1, num_warps=16, num_stages=8)
2026-02-21T09:06:29.7388236Z     # src[rms_norm.py:70]: return out, inv_rms.reshape(-1, 1)
2026-02-21T09:06:29.7388511Z     return (out, inv_rms.reshape(-1, 1))
2026-02-21T09:06:30.8719877Z WARNING:tritonbench.utils.triton_op:Completed input ID 3:
2026-02-21T09:06:30.8720467Z (M, H)
2026-02-21T09:06:30.8720756Z ------------
2026-02-21T09:06:30.8721048Z (2048, 8192)
2026-02-21T09:06:30.8721259Z 
2026-02-21T09:06:30.8735587Z  67%|██████▋   | 4/6 [16:56<08:37, 258.67s/it]WARNING:tritonbench.utils.triton_op:Running input ID 4:
2026-02-21T09:06:30.8736371Z (M, H)
2026-02-21T09:06:30.8736524Z -------------
2026-02-21T09:06:30.8736692Z (2048, 16384)
2026-02-21T09:06:30.8741399Z INFO:tritonbench.utils.triton_op:Took 0.33ms to get benchmark function for llama_rms
2026-02-21T09:06:32.0507282Z INFO:tritonbench.utils.triton_op:Took 0.31ms to get benchmark function for liger_rms
2026-02-21T09:06:33.5305905Z INFO:tritonbench.utils.triton_op:Took 3.48ms to get benchmark function for torch_compile_rms
2026-02-21T09:06:35.0300496Z WARNING:__main__:Input tensor metadata:
2026-02-21T09:06:35.0301031Z { 'args': ( 16384,
2026-02-21T09:06:35.0301380Z             { 'device': 'cuda:0',
2026-02-21T09:06:35.0301803Z               'dtype': 'torch.float32',
2026-02-21T09:06:35.0302239Z               'shape': (2048, 16384),
2026-02-21T09:06:35.0302636Z               'stride': (16384, 1)},
2026-02-21T09:06:35.0303614Z             { 'device': 'cuda:0',
2026-02-21T09:06:35.0304383Z               'dtype': 'torch.float32',
2026-02-21T09:06:35.0304644Z               'shape': (16384,),
2026-02-21T09:06:35.0304888Z               'stride': (1,)}),
2026-02-21T09:06:35.0305116Z   'kwargs': {}}
2026-02-21T09:06:35.0356533Z INFO:tritonbench.utils.triton_op:Took 6.06ms to get benchmark function for helion_rms_norm_tritonbench
2026-02-21T09:06:35.1679534Z [0s] Autotune random seed: 2137247725
2026-02-21T09:06:35.1982889Z [0s] Starting LFBOPatternSearch with initial_population=FROM_RANDOM, copies=5, max_generations=20, similarity_penalty=1.0
2026-02-21T09:07:10.5732146Z [35s] Timeout after 30s compiling Config(block_sizes=[128], indexing=['pointer', 'tensor_descriptor', 'pointer', 'pointer', 'tensor_descriptor', 'tensor_descriptor', 'tensor_descriptor', 'tensor_descriptor'], load_eviction_policies=['last', 'last', '', 'last', 'last'], maxnreg=32, num_sm_multiplier=64, num_stages=3, num_warps=32, pid_type='persistent_blocked', range_flattens=[False], range_multi_buffers=[False], range_num_stages=[4], range_unroll_factors=[4], range_warp_specializes=[], reduction_loops=[8192])
2026-02-21T09:07:10.6475667Z [35s] Timeout after 30s compiling Config(block_sizes=[256], indexing=['tensor_descriptor', 'tensor_descriptor', 'tensor_descriptor', 'tensor_descriptor', 'tensor_descriptor', 'tensor_descriptor', 'tensor_descriptor', 'tensor_descriptor'], load_eviction_policies=['first', '', '', 'first', 'first'], maxnreg=256, num_sm_multiplier=16, num_stages=1, num_warps=8, pid_type='persistent_interleaved', range_flattens=[True], range_multi_buffers=[None], range_num_stages=[4], range_unroll_factors=[3], range_warp_specializes=[], reduction_loops=[512])
2026-02-21T09:07:12.0197172Z [36s] Timeout after 30s compiling Config(block_sizes=[256], indexing=['pointer', 'pointer', 'tensor_descriptor', 'tensor_descriptor', 'pointer', 'tensor_descriptor', 'tensor_descriptor', 'pointer'], load_eviction_policies=['first', '', '', 'last', 'last'], maxnreg=64, num_sm_multiplier=1, num_stages=6, num_warps=1, pid_type='persistent_blocked', range_flattens=[None], range_multi_buffers=[True], range_num_stages=[3], range_unroll_factors=[0], range_warp_specializes=[], reduction_loops=[256])
2026-02-21T09:07:12.0216528Z Initial population precompiling 100% ━━━━━━━━━━━━━━━━━━━━━ 100/100 0.7 configs/s
2026-02-21T09:07:18.2631676Z Initial population exploring neighbors 100% ━━━━━━━━━━━━━ 100/100 16.1 configs/s
2026-02-21T09:07:18.2645051Z [43s] Adaptive compile timeout: 30s (90% percentile=9.3s, bounds=[30.0s, 30s])
2026-02-21T09:07:20.1955696Z Verifying initial results 100% ━━━━━━━━━━━━━━━━━━━━━━━ 1000/1000 508.5 configs/s
2026-02-21T09:07:20.3318193Z [45s] Initial random population of 100, 5 starting points: 
2026-02-21T09:07:20.3318551Z error=9
2026-02-21T09:07:20.3318733Z timeout=3
2026-02-21T09:07:20.3318914Z ok=88
2026-02-21T09:07:20.3319080Z min=0.1048
2026-02-21T09:07:20.3319252Z mid=0.6064
2026-02-21T09:07:20.3319427Z max=17.1999
2026-02-21T09:07:20.3319660Z best={'block_sizes': [1],
2026-02-21T09:07:20.3320083Z  'indexing': ['tensor_descriptor', 'pointer', 'pointer', 'pointer', 'tensor_descriptor',
2026-02-21T09:07:20.3320589Z               'tensor_descriptor', 'pointer', 'pointer'],
2026-02-21T09:07:20.3321384Z  'load_eviction_policies': ['last', 'first', 'first', '', ''],
2026-02-21T09:07:20.3321732Z  'maxnreg': 128,
2026-02-21T09:07:20.3321953Z  'num_sm_multiplier': 4,
2026-02-21T09:07:20.3322194Z  'num_stages': 8,
2026-02-21T09:07:20.3322386Z  'num_warps': 32,
2026-02-21T09:07:20.3322605Z  'pid_type': 'persistent_blocked',
2026-02-21T09:07:20.3322870Z  'range_flattens': [False],
2026-02-21T09:07:20.3323105Z  'range_multi_buffers': [False],
2026-02-21T09:07:20.3323352Z  'range_num_stages': [0],
2026-02-21T09:07:20.3323593Z  'range_unroll_factors': [1],
2026-02-21T09:07:20.3323848Z  'range_warp_specializes': [],
2026-02-21T09:07:20.3325253Z  'reduction_loops': [2048]}
2026-02-21T09:07:20.3338320Z [45s] Fitting surrogate: 100 points, 100 targets
2026-02-21T09:07:21.6890632Z [46s] Generation 1 starting: 87 neighbors, 5 active search path(s)
2026-02-21T09:07:36.9624919Z Generation 1: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 92/92 0.6 configs/s
2026-02-21T09:07:42.4756869Z Generation 1: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━ 92/92 16.8 configs/s
2026-02-21T09:07:56.2831023Z Generation 1: verifying top configs 100% ━━━━━━━━━━━━━━ 1000/1000 73.0 configs/s
2026-02-21T09:07:57.0090845Z [81s] Generation 1 complete: 
2026-02-21T09:07:57.0091312Z error=9
2026-02-21T09:07:57.0091603Z ok=84
2026-02-21T09:07:57.0091873Z min=0.0942
2026-02-21T09:07:57.0092141Z mid=0.1118
2026-02-21T09:07:57.0092429Z max=0.6661
2026-02-21T09:07:57.0092725Z best={'block_sizes': [1],
2026-02-21T09:07:57.0093427Z  'indexing': ['pointer', 'pointer', 'pointer', 'pointer', 'pointer', 'pointer', 'pointer',
2026-02-21T09:07:57.0094667Z               'pointer'],
2026-02-21T09:07:57.0095119Z  'load_eviction_policies': ['', '', '', 'last', ''],
2026-02-21T09:07:57.0095627Z  'num_stages': 1,
2026-02-21T09:07:57.0095979Z  'num_warps': 16,
2026-02-21T09:07:57.0096295Z  'pid_type': 'flat',
2026-02-21T09:07:57.0096631Z  'range_flattens': [None],
2026-02-21T09:07:57.0097002Z  'range_multi_buffers': [None],
2026-02-21T09:07:57.0097426Z  'range_num_stages': [0],
2026-02-21T09:07:57.0097790Z  'range_unroll_factors': [0],
2026-02-21T09:07:57.0098170Z  'range_warp_specializes': [],
2026-02-21T09:07:57.0098586Z  'reduction_loops': [None]}
2026-02-21T09:07:57.0111749Z [81s] Fitting surrogate: 193 points, 193 targets
2026-02-21T09:07:57.9197311Z [82s] Generation 2 starting: 55 neighbors, 5 active search path(s)
2026-02-21T09:08:02.2334645Z Generation 2: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 57/57 8.5 configs/s
2026-02-21T09:08:05.6306929Z Generation 2: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━ 57/57 17.0 configs/s
2026-02-21T09:08:17.2233501Z Generation 2: verifying top configs 100% ━━━━━━━━━━━━━━ 1000/1000 90.2 configs/s
2026-02-21T09:08:17.8281308Z [102s] Generation 2 complete: 
2026-02-21T09:08:17.8281752Z ok=61
2026-02-21T09:08:17.8282084Z min=0.0947
2026-02-21T09:08:17.8282394Z mid=0.0994
2026-02-21T09:08:17.8282680Z max=0.2218
2026-02-21T09:08:17.8282980Z best={'block_sizes': [1],
2026-02-21T09:08:17.8283720Z  'indexing': ['pointer', 'pointer', 'pointer', 'pointer', 'pointer', 'pointer', 'pointer',
2026-02-21T09:08:17.8285025Z               'pointer'],
2026-02-21T09:08:17.8285519Z  'load_eviction_policies': ['', '', '', '', ''],
2026-02-21T09:08:17.8285852Z  'num_stages': 2,
2026-02-21T09:08:17.8286041Z  'num_warps': 32,
2026-02-21T09:08:17.8286243Z  'pid_type': 'flat',
2026-02-21T09:08:17.8286449Z  'range_flattens': [None],
2026-02-21T09:08:17.8286681Z  'range_multi_buffers': [None],
2026-02-21T09:08:17.8286912Z  'range_num_stages': [0],
2026-02-21T09:08:17.8287143Z  'range_unroll_factors': [0],
2026-02-21T09:08:17.8287383Z  'range_warp_specializes': [],
2026-02-21T09:08:17.8287635Z  'reduction_loops': [None]}
2026-02-21T09:08:17.8301758Z [102s] Fitting surrogate: 254 points, 254 targets
2026-02-21T09:08:18.5251318Z [103s] Generation 3 starting: 41 neighbors, 5 active search path(s)
2026-02-21T09:08:22.0676518Z Generation 3: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 43/43 3.6 configs/s
2026-02-21T09:08:24.6157557Z Generation 3: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━ 43/43 17.2 configs/s
2026-02-21T09:08:33.2882402Z Generation 3: verifying top configs 100% ━━━━━━━━━━━━━━ 1000/1000 115.9         
2026-02-21T09:08:33.2882935Z                                                                   configs/s     
2026-02-21T09:08:33.7647116Z [118s] Generation 3 complete: 
2026-02-21T09:08:33.7647528Z ok=46
2026-02-21T09:08:33.7647810Z min=0.0944
2026-02-21T09:08:33.7648085Z mid=0.0958
2026-02-21T09:08:33.7648374Z max=0.1409
2026-02-21T09:08:33.7648675Z best={'block_sizes': [2],
2026-02-21T09:08:33.7649341Z  'indexing': ['tensor_descriptor', 'pointer', 'pointer', 'tensor_descriptor', 'pointer',
2026-02-21T09:08:33.7650349Z               'tensor_descriptor', 'tensor_descriptor', 'tensor_descriptor'],
2026-02-21T09:08:33.7651767Z  'load_eviction_policies': ['', 'last', '', '', 'first'],
2026-02-21T09:08:33.7652328Z  'num_stages': 8,
2026-02-21T09:08:33.7652671Z  'num_warps': 32,
2026-02-21T09:08:33.7653040Z  'pid_type': 'flat',
2026-02-21T09:08:33.7653394Z  'range_flattens': [None],
2026-02-21T09:08:33.7653793Z  'range_multi_buffers': [None],
2026-02-21T09:08:33.7655644Z  'range_num_stages': [0],
2026-02-21T09:08:33.7656081Z  'range_unroll_factors': [0],
2026-02-21T09:08:33.7656553Z  'range_warp_specializes': [],
2026-02-21T09:08:33.7656830Z  'reduction_loops': [None]}
2026-02-21T09:08:33.7668285Z [118s] Fitting surrogate: 300 points, 300 targets
2026-02-21T09:08:34.5086333Z [119s] Generation 4 starting: 45 neighbors, 5 active search path(s)
2026-02-21T09:08:37.8717888Z Generation 4: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━ 45/45 13.4 configs/s
2026-02-21T09:08:40.3561409Z Generation 4: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━ 45/45 18.5 configs/s
2026-02-21T09:08:49.2871708Z Generation 4: verifying top configs 100% ━━━━━━━━━━━━━━ 1000/1000 118.1         
2026-02-21T09:08:49.2872383Z                                                                   configs/s     
2026-02-21T09:08:49.7635356Z [134s] Generation 4 complete: 
2026-02-21T09:08:49.7635707Z error=3
2026-02-21T09:08:49.7635913Z ok=47
2026-02-21T09:08:49.7636121Z min=0.0935
2026-02-21T09:08:49.7636325Z mid=0.0956
2026-02-21T09:08:49.7636529Z max=0.2212
2026-02-21T09:08:49.7636749Z best={'block_sizes': [1],
2026-02-21T09:08:49.7637335Z  'indexing': ['tensor_descriptor', 'pointer', 'pointer', 'pointer', 'tensor_descriptor', 'pointer',
2026-02-21T09:08:49.7637942Z               'pointer', 'pointer'],
2026-02-21T09:08:49.7638283Z  'load_eviction_policies': ['', 'first', 'last', '', ''],
2026-02-21T09:08:49.7638625Z  'num_stages': 8,
2026-02-21T09:08:49.7638825Z  'num_warps': 16,
2026-02-21T09:08:49.7639029Z  'pid_type': 'flat',
2026-02-21T09:08:49.7639248Z  'range_flattens': [None],
2026-02-21T09:08:49.7639498Z  'range_multi_buffers': [None],
2026-02-21T09:08:49.7639783Z  'range_num_stages': [0],
2026-02-21T09:08:49.7640040Z  'range_unroll_factors': [0],
2026-02-21T09:08:49.7640293Z  'range_warp_specializes': [],
2026-02-21T09:08:49.7641051Z  'reduction_loops': [None]}
2026-02-21T09:08:49.7656631Z [134s] Fitting surrogate: 350 points, 350 targets
2026-02-21T09:08:50.4831711Z [135s] Generation 5 starting: 41 neighbors, 5 active search path(s)
2026-02-21T09:08:53.6948030Z Generation 5: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━ 44/44 26.9 configs/s
2026-02-21T09:08:55.9411491Z Generation 5: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━ 44/44 20.1 configs/s
2026-02-21T09:09:03.5357852Z Generation 5: verifying top configs 100% ━━━━━━━━━━━━━━ 1000/1000 132.3         
2026-02-21T09:09:03.5358376Z                                                                   configs/s     
2026-02-21T09:09:03.9657720Z [148s] Generation 5 complete: 
2026-02-21T09:09:03.9658027Z error=6
2026-02-21T09:09:03.9658215Z ok=41
2026-02-21T09:09:03.9658391Z min=0.0966
2026-02-21T09:09:03.9659054Z mid=0.0972
2026-02-21T09:09:03.9659266Z max=0.1054
2026-02-21T09:09:03.9659464Z best={'block_sizes': [1],
2026-02-21T09:09:03.9659941Z  'indexing': ['tensor_descriptor', 'pointer', 'pointer', 'pointer', 'pointer', 'tensor_descriptor',
2026-02-21T09:09:03.9660537Z               'tensor_descriptor', 'tensor_descriptor'],
2026-02-21T09:09:03.9660933Z  'load_eviction_policies': ['', 'last', '', '', 'first'],
2026-02-21T09:09:03.9661280Z  'num_stages': 8,
2026-02-21T09:09:03.9661486Z  'num_warps': 16,
2026-02-21T09:09:03.9661706Z  'pid_type': 'flat',
2026-02-21T09:09:03.9661930Z  'range_flattens': [None],
2026-02-21T09:09:03.9662179Z  'range_multi_buffers': [None],
2026-02-21T09:09:03.9662442Z  'range_num_stages': [0],
2026-02-21T09:09:03.9662687Z  'range_unroll_factors': [0],
2026-02-21T09:09:03.9662947Z  'range_warp_specializes': [],
2026-02-21T09:09:03.9663208Z  'reduction_loops': [None]}
2026-02-21T09:09:03.9682808Z [148s] Fitting surrogate: 397 points, 397 targets
2026-02-21T09:09:04.6925787Z [149s] Generation 6 starting: 42 neighbors, 5 active search path(s)
2026-02-21T09:09:08.1549315Z Generation 6: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━ 47/47 21.5 configs/s
2026-02-21T09:09:10.8177949Z Generation 6: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━ 47/47 18.0 configs/s
2026-02-21T09:09:19.1015231Z Generation 6: verifying top configs 100% ━━━━━━━━━━━━━━ 1000/1000 121.4         
2026-02-21T09:09:19.1015768Z                                                                   configs/s     
2026-02-21T09:09:19.5580367Z [164s] Generation 6 complete: 
2026-02-21T09:09:19.5580673Z error=2
2026-02-21T09:09:19.5580866Z ok=46
2026-02-21T09:09:19.5581040Z min=0.0938
2026-02-21T09:09:19.5581229Z mid=0.0958
2026-02-21T09:09:19.5581404Z max=0.1520
2026-02-21T09:09:19.5581604Z best={'block_sizes': [1],
2026-02-21T09:09:19.5582052Z  'indexing': ['tensor_descriptor', 'pointer', 'pointer', 'pointer', 'tensor_descriptor',
2026-02-21T09:09:19.5582648Z               'tensor_descriptor', 'tensor_descriptor', 'tensor_descriptor'],
2026-02-21T09:09:19.5583145Z  'load_eviction_policies': ['', 'last', '', '', 'first'],
2026-02-21T09:09:19.5583487Z  'num_stages': 8,
2026-02-21T09:09:19.5583695Z  'num_warps': 8,
2026-02-21T09:09:19.5583927Z  'pid_type': 'flat',
2026-02-21T09:09:19.5584562Z  'range_flattens': [None],
2026-02-21T09:09:19.5584825Z  'range_multi_buffers': [None],
2026-02-21T09:09:19.5585086Z  'range_num_stages': [0],
2026-02-21T09:09:19.5585327Z  'range_unroll_factors': [0],
2026-02-21T09:09:19.5585594Z  'range_warp_specializes': [],
2026-02-21T09:09:19.5585866Z  'reduction_loops': [None]}
2026-02-21T09:09:19.5607735Z [164s] Fitting surrogate: 445 points, 445 targets
2026-02-21T09:09:20.2962212Z [165s] Generation 7 starting: 45 neighbors, 5 active search path(s)
2026-02-21T09:09:25.7921481Z Generation 7: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 47/47 1.7 configs/s
2026-02-21T09:09:28.3448463Z Generation 7: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━ 47/47 18.8 configs/s
2026-02-21T09:09:36.8779908Z Generation 7: verifying top configs 100% ━━━━━━━━━━━━━━ 1000/1000 117.8         
2026-02-21T09:09:36.8780506Z                                                                   configs/s     
2026-02-21T09:09:37.3696837Z [182s] Generation 7 complete: 
2026-02-21T09:09:37.3697298Z error=3
2026-02-21T09:09:37.3697588Z ok=48
2026-02-21T09:09:37.3697865Z min=0.0964
2026-02-21T09:09:37.3698143Z mid=0.0971
2026-02-21T09:09:37.3698408Z max=0.4231
2026-02-21T09:09:37.3698714Z best={'block_sizes': [1],
2026-02-21T09:09:37.3699375Z  'indexing': ['tensor_descriptor', 'pointer', 'pointer', 'pointer', 'tensor_descriptor',
2026-02-21T09:09:37.3700261Z               'tensor_descriptor', 'pointer', 'tensor_descriptor'],
2026-02-21T09:09:37.3701036Z  'load_eviction_policies': ['', 'last', '', '', 'first'],
2026-02-21T09:09:37.3701491Z  'num_stages': 8,
2026-02-21T09:09:37.3701676Z  'num_warps': 8,
2026-02-21T09:09:37.3701868Z  'pid_type': 'flat',
2026-02-21T09:09:37.3702080Z  'range_flattens': [None],
2026-02-21T09:09:37.3702589Z  'range_multi_buffers': [None],
2026-02-21T09:09:37.3702841Z  'range_num_stages': [0],
2026-02-21T09:09:37.3703060Z  'range_unroll_factors': [0],
2026-02-21T09:09:37.3703302Z  'range_warp_specializes': [],
2026-02-21T09:09:37.3703543Z  'reduction_loops': [None]}
2026-02-21T09:09:37.3725221Z [182s] Fitting surrogate: 496 points, 496 targets
2026-02-21T09:09:37.9139599Z [182s] Generation 8 starting: 29 neighbors, 3 active search path(s)
2026-02-21T09:09:40.4001318Z Generation 8: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━ 32/32 11.2 configs/s
2026-02-21T09:09:42.1079491Z Generation 8: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━ 32/32 19.3 configs/s
2026-02-21T09:09:47.0901129Z Generation 8: verifying top configs 100% ━━━━━━━━━━━━━━ 1000/1000 201.2         
2026-02-21T09:09:47.0902157Z                                                                   configs/s     
2026-02-21T09:09:47.3869019Z [192s] Generation 8 complete: 
2026-02-21T09:09:47.3869456Z error=3
2026-02-21T09:09:47.3869738Z ok=30
2026-02-21T09:09:47.3870046Z min=0.0935
2026-02-21T09:09:47.3870349Z mid=0.0952
2026-02-21T09:09:47.3870619Z max=0.3668
2026-02-21T09:09:47.3870917Z best={'block_sizes': [1],
2026-02-21T09:09:47.3871591Z  'indexing': ['tensor_descriptor', 'pointer', 'pointer', 'pointer', 'tensor_descriptor',
2026-02-21T09:09:47.3872419Z               'tensor_descriptor', 'pointer', 'tensor_descriptor'],
2026-02-21T09:09:47.3873015Z  'load_eviction_policies': ['', 'last', '', '', ''],
2026-02-21T09:09:47.3873488Z  'num_stages': 8,
2026-02-21T09:09:47.3873804Z  'num_warps': 16,
2026-02-21T09:09:47.3874411Z  'pid_type': 'flat',
2026-02-21T09:09:47.3874782Z  'range_flattens': [None],
2026-02-21T09:09:47.3875150Z  'range_multi_buffers': [None],
2026-02-21T09:09:47.3875538Z  'range_num_stages': [0],
2026-02-21T09:09:47.3875895Z  'range_unroll_factors': [0],
2026-02-21T09:09:47.3876287Z  'range_warp_specializes': [],
2026-02-21T09:09:47.3876674Z  'reduction_loops': [None]}
2026-02-21T09:09:47.3898344Z [192s] Fitting surrogate: 529 points, 529 targets
2026-02-21T09:09:47.9225447Z [192s] Generation 9 starting: 26 neighbors, 3 active search path(s)
2026-02-21T09:09:49.6964642Z Generation 9: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━ 26/26 121.0 configs/s
2026-02-21T09:09:51.1426480Z Generation 9: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━ 26/26 18.6 configs/s
2026-02-21T09:09:56.3043866Z Generation 9: verifying top configs 100% ━━━━━━━━━━━━━━ 1000/1000 194.2         
2026-02-21T09:09:56.3044643Z                                                                   configs/s     
2026-02-21T09:09:56.6080189Z [201s] Generation 9 complete: 
2026-02-21T09:09:56.6080675Z error=1
2026-02-21T09:09:56.6080947Z ok=28
2026-02-21T09:09:56.6081227Z min=0.0965
2026-02-21T09:09:56.6081514Z mid=0.0972
2026-02-21T09:09:56.6081792Z max=0.1030
2026-02-21T09:09:56.6082095Z best={'block_sizes': [1],
2026-02-21T09:09:56.6082767Z  'indexing': ['tensor_descriptor', 'pointer', 'pointer', 'pointer', 'tensor_descriptor',
2026-02-21T09:09:56.6083646Z               'tensor_descriptor', 'pointer', 'tensor_descriptor'],
2026-02-21T09:09:56.6084735Z  'load_eviction_policies': ['', 'last', '', 'last', ''],
2026-02-21T09:09:56.6085022Z  'num_stages': 8,
2026-02-21T09:09:56.6085680Z  'num_warps': 8,
2026-02-21T09:09:56.6085872Z  'pid_type': 'flat',
2026-02-21T09:09:56.6086061Z  'range_flattens': [None],
2026-02-21T09:09:56.6086271Z  'range_multi_buffers': [None],
2026-02-21T09:09:56.6086489Z  'range_num_stages': [0],
2026-02-21T09:09:56.6086694Z  'range_unroll_factors': [0],
2026-02-21T09:09:56.6086916Z  'range_warp_specializes': [],
2026-02-21T09:09:56.6087135Z  'reduction_loops': [None]}
2026-02-21T09:09:56.6109363Z [201s] Fitting surrogate: 558 points, 558 targets
2026-02-21T09:09:57.0169178Z [201s] Generation 10 starting: 19 neighbors, 2 active search path(s)
2026-02-21T09:09:58.5051382Z Generation 10: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━ 21/21 77.6 configs/s
2026-02-21T09:09:59.6712624Z Generation 10: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━ 21/21 18.8 configs/s
2026-02-21T09:10:03.6315242Z Generation 10: verifying top configs 100% ━━━━━━━━━━━━━ 1000/1000 287.0         
2026-02-21T09:10:03.6315797Z                                                                   configs/s     
2026-02-21T09:10:03.8513840Z [208s] Generation 10 complete: 
2026-02-21T09:10:03.8514596Z error=1
2026-02-21T09:10:03.8514873Z ok=21
2026-02-21T09:10:03.8515142Z min=0.0932
2026-02-21T09:10:03.8515419Z mid=0.0946
2026-02-21T09:10:03.8515906Z max=0.4232
2026-02-21T09:10:03.8516329Z best={'block_sizes': [1],
2026-02-21T09:10:03.8517073Z  'indexing': ['tensor_descriptor', 'pointer', 'pointer', 'pointer', 'tensor_descriptor',
2026-02-21T09:10:03.8518041Z               'tensor_descriptor', 'pointer', 'tensor_descriptor'],
2026-02-21T09:10:03.8518774Z  'load_eviction_policies': ['', 'last', 'first', 'last', ''],
2026-02-21T09:10:03.8519488Z  'num_stages': 8,
2026-02-21T09:10:03.8519720Z  'num_warps': 16,
2026-02-21T09:10:03.8519961Z  'pid_type': 'flat',
2026-02-21T09:10:03.8520196Z  'range_flattens': [None],
2026-02-21T09:10:03.8520491Z  'range_multi_buffers': [None],
2026-02-21T09:10:03.8520780Z  'range_num_stages': [0],
2026-02-21T09:10:03.8521027Z  'range_unroll_factors': [0],
2026-02-21T09:10:03.8521319Z  'range_warp_specializes': [],
2026-02-21T09:10:03.8521579Z  'reduction_loops': [None]}
2026-02-21T09:10:03.8538064Z [208s] Fitting surrogate: 580 points, 580 targets
2026-02-21T09:10:04.2217398Z [209s] Generation 11 starting: 16 neighbors, 2 active search path(s)
2026-02-21T09:10:06.4703792Z Generation 11: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━ 16/16 0.9 configs/s
2026-02-21T09:10:07.3440899Z Generation 11: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━ 16/16 19.4 configs/s
2026-02-21T09:10:10.4946237Z Generation 11: verifying top configs 100% ━━━━━━━━━━━━━ 1000/1000 316.5         
2026-02-21T09:10:10.4946831Z                                                                   configs/s     
2026-02-21T09:10:10.6980846Z [215s] Generation 11 complete: 
2026-02-21T09:10:10.6981107Z error=1
2026-02-21T09:10:10.6981268Z ok=17
2026-02-21T09:10:10.6981448Z min=0.0964
2026-02-21T09:10:10.6981618Z mid=0.0971
2026-02-21T09:10:10.6981785Z max=0.1326
2026-02-21T09:10:10.6981962Z best={'block_sizes': [1],
2026-02-21T09:10:10.6982421Z  'indexing': ['pointer', 'pointer', 'pointer', 'pointer', 'tensor_descriptor', 'tensor_descriptor',
2026-02-21T09:10:10.6982919Z               'pointer', 'tensor_descriptor'],
2026-02-21T09:10:10.6983270Z  'load_eviction_policies': ['', 'last', 'first', 'last', ''],
2026-02-21T09:10:10.6983602Z  'num_stages': 8,
2026-02-21T09:10:10.6983828Z  'num_warps': 16,
2026-02-21T09:10:10.6984242Z  'pid_type': 'flat',
2026-02-21T09:10:10.6984495Z  'range_flattens': [None],
2026-02-21T09:10:10.6984787Z  'range_multi_buffers': [None],
2026-02-21T09:10:10.6985057Z  'range_num_stages': [0],
2026-02-21T09:10:10.6985315Z  'range_unroll_factors': [0],
2026-02-21T09:10:10.6985579Z  'range_warp_specializes': [],
2026-02-21T09:10:10.6985830Z  'reduction_loops': [None]}
2026-02-21T09:10:10.7009067Z [215s] Fitting surrogate: 598 points, 598 targets
2026-02-21T09:10:11.0739522Z [215s] Generation 12 starting: 15 neighbors, 2 active search path(s)
2026-02-21T09:10:12.5293588Z Generation 12: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━ 17/17 11.4 configs/s
2026-02-21T09:10:13.5187263Z Generation 12: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━ 17/17 18.0 configs/s
2026-02-21T09:10:16.7005879Z Generation 12: verifying top configs 100% ━━━━━━━━━━━━━ 1000/1000 313.1         
2026-02-21T09:10:16.7006334Z                                                                   configs/s     
2026-02-21T09:10:16.9038538Z [221s] Generation 12 complete: 
2026-02-21T09:10:16.9038807Z ok=18
2026-02-21T09:10:16.9039003Z min=0.0936
2026-02-21T09:10:16.9039186Z mid=0.0947
2026-02-21T09:10:16.9039365Z max=0.1487
2026-02-21T09:10:16.9039556Z best={'block_sizes': [1],
2026-02-21T09:10:16.9039995Z  'indexing': ['pointer', 'pointer', 'pointer', 'pointer', 'tensor_descriptor', 'tensor_descriptor',
2026-02-21T09:10:16.9040892Z               'pointer', 'tensor_descriptor'],
2026-02-21T09:10:16.9041306Z  'load_eviction_policies': ['', 'last', 'first', 'last', ''],
2026-02-21T09:10:16.9041650Z  'num_stages': 8,
2026-02-21T09:10:16.9041865Z  'num_warps': 16,
2026-02-21T09:10:16.9042076Z  'pid_type': 'flat',
2026-02-21T09:10:16.9042294Z  'range_flattens': [None],
2026-02-21T09:10:16.9042540Z  'range_multi_buffers': [None],
2026-02-21T09:10:16.9042786Z  'range_num_stages': [0],
2026-02-21T09:10:16.9043039Z  'range_unroll_factors': [0],
2026-02-21T09:10:16.9043293Z  'range_warp_specializes': [],
2026-02-21T09:10:16.9043534Z  'reduction_loops': [None]}
2026-02-21T09:10:16.9068180Z [221s] Fitting surrogate: 616 points, 616 targets
2026-02-21T09:10:17.1744425Z [221s] Generation 13 starting: 9 neighbors, 1 active search path(s)
2026-02-21T09:10:17.8422565Z Generation 13: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 9/9 - configs/s
2026-02-21T09:10:18.3632714Z Generation 13: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━━ 9/9 19.1 configs/s
2026-02-21T09:10:20.3674472Z Generation 13: verifying top configs 100% ━━━━━━━━━━━━━ 1000/1000 493.4         
2026-02-21T09:10:20.3674947Z                                                                   configs/s     
2026-02-21T09:10:20.5131015Z [225s] Generation 13 complete: 
2026-02-21T09:10:20.5131289Z ok=11
2026-02-21T09:10:20.5131482Z min=0.0966
2026-02-21T09:10:20.5131672Z mid=0.0972
2026-02-21T09:10:20.5131845Z max=0.1023
2026-02-21T09:10:20.5132035Z best={'block_sizes': [1],
2026-02-21T09:10:20.5132503Z  'indexing': ['tensor_descriptor', 'pointer', 'pointer', 'pointer', 'tensor_descriptor', 'pointer',
2026-02-21T09:10:20.5133028Z               'tensor_descriptor', 'pointer'],
2026-02-21T09:10:20.5133389Z  'load_eviction_policies': ['', '', 'first', 'last', ''],
2026-02-21T09:10:20.5133710Z  'num_stages': 8,
2026-02-21T09:10:20.5133928Z  'num_warps': 8,
2026-02-21T09:10:20.5134276Z  'pid_type': 'flat',
2026-02-21T09:10:20.5134509Z  'range_flattens': [None],
2026-02-21T09:10:20.5134768Z  'range_multi_buffers': [None],
2026-02-21T09:10:20.5135020Z  'range_num_stages': [0],
2026-02-21T09:10:20.5135257Z  'range_unroll_factors': [0],
2026-02-21T09:10:20.5135501Z  'range_warp_specializes': [],
2026-02-21T09:10:20.5136244Z  'reduction_loops': [None]}
2026-02-21T09:10:20.5160618Z [225s] Fitting surrogate: 627 points, 627 targets
2026-02-21T09:10:20.7935324Z [225s] Generation 14 starting: 11 neighbors, 1 active search path(s)
2026-02-21T09:10:24.8054935Z Generation 14: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━ 12/12 1.3 configs/s
2026-02-21T09:10:25.3431013Z Generation 14: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━ 12/12 25.3 configs/s
2026-02-21T09:10:27.2477297Z Generation 14: verifying top configs 100% ━━━━━━━━━━━━━ 1000/1000 517.5         
2026-02-21T09:10:27.2477762Z                                                                   configs/s     
2026-02-21T09:10:27.3879961Z [232s] Generation 14 complete: 
2026-02-21T09:10:27.3880196Z error=3
2026-02-21T09:10:27.3880360Z ok=10
2026-02-21T09:10:27.3880526Z min=0.0947
2026-02-21T09:10:27.3881040Z mid=0.1049
2026-02-21T09:10:27.3881214Z max=0.1348
2026-02-21T09:10:27.3881390Z best={'block_sizes': [1],
2026-02-21T09:10:27.3881797Z  'indexing': ['tensor_descriptor', 'pointer', 'tensor_descriptor', 'pointer', 'tensor_descriptor',
2026-02-21T09:10:27.3882309Z               'pointer', 'tensor_descriptor', 'pointer'],
2026-02-21T09:10:27.3882649Z  'load_eviction_policies': ['', '', 'first', 'last', ''],
2026-02-21T09:10:27.3882934Z  'num_stages': 8,
2026-02-21T09:10:27.3883116Z  'num_warps': 8,
2026-02-21T09:10:27.3883297Z  'pid_type': 'flat',
2026-02-21T09:10:27.3883494Z  'range_flattens': [None],
2026-02-21T09:10:27.3883706Z  'range_multi_buffers': [None],
2026-02-21T09:10:27.3883940Z  'range_num_stages': [0],
2026-02-21T09:10:27.3884279Z  'range_unroll_factors': [0],
2026-02-21T09:10:27.3884508Z  'range_warp_specializes': [],
2026-02-21T09:10:27.3884729Z  'reduction_loops': [None]}
2026-02-21T09:10:27.3909661Z [232s] Fitting surrogate: 640 points, 640 targets
2026-02-21T09:10:27.6731629Z [232s] Generation 15 starting: 10 neighbors, 1 active search path(s)
2026-02-21T09:10:28.5147327Z Generation 15: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━ 10/10 14.2 configs/s
2026-02-21T09:10:29.0919248Z Generation 15: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━ 10/10 19.0 configs/s
2026-02-21T09:10:31.1503273Z Generation 15: verifying top configs 100% ━━━━━━━━━━━━━ 1000/1000 480.1         
2026-02-21T09:10:31.1503775Z                                                                   configs/s     
2026-02-21T09:10:31.2977118Z [236s] Generation 15 complete: 
2026-02-21T09:10:31.2977391Z ok=11
2026-02-21T09:10:31.2977580Z min=0.0971
2026-02-21T09:10:31.2977769Z mid=0.0973
2026-02-21T09:10:31.2977991Z max=0.1337
2026-02-21T09:10:31.2978208Z best={'block_sizes': [1],
2026-02-21T09:10:31.2978702Z  'indexing': ['tensor_descriptor', 'pointer', 'tensor_descriptor', 'pointer', 'tensor_descriptor',
2026-02-21T09:10:31.2979228Z               'pointer', 'tensor_descriptor', 'pointer'],
2026-02-21T09:10:31.2979615Z  'load_eviction_policies': ['', '', 'first', 'last', ''],
2026-02-21T09:10:31.2979925Z  'num_stages': 8,
2026-02-21T09:10:31.2980112Z  'num_warps': 16,
2026-02-21T09:10:31.2980316Z  'pid_type': 'flat',
2026-02-21T09:10:31.2980522Z  'range_flattens': [None],
2026-02-21T09:10:31.2980758Z  'range_multi_buffers': [None],
2026-02-21T09:10:31.2980990Z  'range_num_stages': [0],
2026-02-21T09:10:31.2981213Z  'range_unroll_factors': [0],
2026-02-21T09:10:31.2981449Z  'range_warp_specializes': [],
2026-02-21T09:10:31.2981689Z  'reduction_loops': [None]}
2026-02-21T09:10:31.3006784Z [236s] Fitting surrogate: 651 points, 651 targets
2026-02-21T09:10:31.5403535Z [236s] Generation 16 starting: 5 neighbors, 1 active search path(s)
2026-02-21T09:10:32.9172901Z Generation 16: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 6/6 4.5 configs/s
2026-02-21T09:10:33.2221446Z Generation 16: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━━ 6/6 24.7 configs/s
2026-02-21T09:10:34.3231545Z Generation 16: verifying top configs 100% ━━━━━━━━━━━━━ 1000/1000 881.6         
2026-02-21T09:10:34.3232085Z                                                                   configs/s     
2026-02-21T09:10:34.4252814Z [239s] Generation 16 complete: 
2026-02-21T09:10:34.4253818Z error=1
2026-02-21T09:10:34.4254398Z ok=6
2026-02-21T09:10:34.4254679Z min=0.0942
2026-02-21T09:10:34.4254958Z mid=0.0990
2026-02-21T09:10:34.4255231Z max=0.1207
2026-02-21T09:10:34.4255517Z best={'block_sizes': [1],
2026-02-21T09:10:34.4256265Z  'indexing': ['tensor_descriptor', 'pointer', 'tensor_descriptor', 'pointer', 'tensor_descriptor',
2026-02-21T09:10:34.4257105Z               'pointer', 'tensor_descriptor', 'pointer'],
2026-02-21T09:10:34.4257706Z  'load_eviction_policies': ['', '', 'first', 'last', ''],
2026-02-21T09:10:34.4258199Z  'num_stages': 8,
2026-02-21T09:10:34.4258520Z  'num_warps': 16,
2026-02-21T09:10:34.4258829Z  'pid_type': 'flat',
2026-02-21T09:10:34.4259176Z  'range_flattens': [None],
2026-02-21T09:10:34.4259550Z  'range_multi_buffers': [None],
2026-02-21T09:10:34.4260362Z  'range_num_stages': [0],
2026-02-21T09:10:34.4260861Z  'range_unroll_factors': [0],
2026-02-21T09:10:34.4261172Z  'range_warp_specializes': [],
2026-02-21T09:10:34.4261414Z  'reduction_loops': [None]}
2026-02-21T09:10:34.4282357Z [239s] Fitting surrogate: 658 points, 658 targets
2026-02-21T09:10:34.5689379Z [239s] Autotuning complete in 239.4s after searching 621 configs.
2026-02-21T09:10:34.5689827Z One can hardcode the best config and skip autotuning with:
2026-02-21T09:10:34.5691635Z     @helion.kernel(config=helion.Config(block_sizes=[1], indexing=['tensor_descriptor', 'pointer', 'tensor_descriptor', 'pointer', 'tensor_descriptor', 'pointer', 'tensor_descriptor', 'pointer'], load_eviction_policies=['', '', 'first', 'last', ''], num_stages=8, num_warps=16, pid_type='flat', range_flattens=[None], range_multi_buffers=[None], range_num_stages=[0], range_unroll_factors=[0], range_warp_specializes=[], reduction_loops=[None]), static_shapes=True)
2026-02-21T09:10:34.5693156Z 
2026-02-21T09:10:34.5693530Z [239s] Code of selected kernel: /tmp/torchinductor_root/b4/cb4s2gmcflpfy722eio7xddemjconnobbv3ljnrmsxx7eao4wlwx.py
2026-02-21T09:10:34.5878516Z from __future__ import annotations
2026-02-21T09:10:34.5878714Z 
2026-02-21T09:10:34.5878831Z import torch
2026-02-21T09:10:34.5879002Z import triton
2026-02-21T09:10:34.5879189Z import triton.language as tl
2026-02-21T09:10:34.5879491Z from torch._inductor.runtime.triton_compat import libdevice
2026-02-21T09:10:34.5879902Z from helion.runtime import default_launcher as _default_launcher
2026-02-21T09:10:34.5880175Z 
2026-02-21T09:10:34.5880241Z @triton.jit
2026-02-21T09:10:34.5880547Z def _helion_rms_norm_fwd(x, weight, out, inv_rms, eps, _RDIM_SIZE_1: tl.constexpr):
2026-02-21T09:10:34.5880985Z     # src[rms_norm.py:57]: for tile_m in hl.tile(m):
2026-02-21T09:10:34.5881264Z     pid_0 = tl.program_id(0)
2026-02-21T09:10:34.5881481Z     offset_0 = pid_0
2026-02-21T09:10:34.5881693Z     indices_0 = offset_0 + tl.zeros([1], tl.int32)
2026-02-21T09:10:34.5882010Z     indices_1 = tl.arange(0, _RDIM_SIZE_1).to(tl.int32)
2026-02-21T09:10:34.5882356Z     # src[rms_norm.py:58]: x_tile = x[tile_m, :].to(torch.float32)
2026-02-21T09:10:34.5882783Z     x_tile = tl.load(x + (indices_0[:, None] * 16384 + indices_1[None, :] * 1), None)
2026-02-21T09:10:34.5883177Z     # src[rms_norm.py:61]: x_squared = x_tile * x_tile
2026-02-21T09:10:34.5883450Z     v_0 = x_tile * x_tile
2026-02-21T09:10:34.5883744Z     # src[rms_norm.py:62]: mean_x_squared = torch.mean(x_squared, dim=-1)
2026-02-21T09:10:34.5884347Z     mean_x_squared_extra = tl.cast(tl.sum(v_0, 1), tl.float32)
2026-02-21T09:10:34.5884643Z     v_1 = 16384
2026-02-21T09:10:34.5884820Z     v_2 = tl.cast(v_1, tl.float32)
2026-02-21T09:10:34.5885061Z     v_3 = mean_x_squared_extra / v_2
2026-02-21T09:10:34.5885382Z     # src[rms_norm.py:63]: inv_rms_tile = torch.rsqrt(mean_x_squared + eps)
2026-02-21T09:10:34.5885716Z     v_4 = v_3 + eps
2026-02-21T09:10:34.5885906Z     v_5 = libdevice.rsqrt(v_4)
2026-02-21T09:10:34.5886197Z     # src[rms_norm.py:66]: normalized = x_tile * inv_rms_tile[:, None]
2026-02-21T09:10:34.5886525Z     subscript = v_5[:, None]
2026-02-21T09:10:34.5886729Z     v_6 = x_tile * subscript
2026-02-21T09:10:34.5887392Z     # src[rms_norm.py:67]: out[tile_m, :] = (normalized * weight[:].to(torch.float32)).to(out.dtype)
2026-02-21T09:10:34.5887836Z     load_1 = tl.load(weight + indices_1 * 1, None)
2026-02-21T09:10:34.5888107Z     v_7 = load_1[None, :]
2026-02-21T09:10:34.5888302Z     v_8 = v_6 * v_7
2026-02-21T09:10:34.5888582Z     tl.store(out + (indices_0[:, None] * 16384 + indices_1[None, :] * 1), v_8, None)
2026-02-21T09:10:34.5889020Z     # src[rms_norm.py:68]: inv_rms[tile_m] = inv_rms_tile.to(out.dtype)
2026-02-21T09:10:34.5889367Z     tl.store(inv_rms + indices_0 * 1, v_5, None)
2026-02-21T09:10:34.5889559Z 
2026-02-21T09:10:34.5889846Z def rms_norm_fwd(x: torch.Tensor, weight: torch.Tensor, eps: float=1e-05, *, _launcher=_default_launcher):
2026-02-21T09:10:34.5890407Z     """
2026-02-21T09:10:34.5890845Z     Performs Root Mean Square (RMS) normalization on the input tensor.
2026-02-21T09:10:34.5891128Z 
2026-02-21T09:10:34.5891316Z     RMS normalization normalizes by the root mean square of the elements:
2026-02-21T09:10:34.5891668Z     output = x / sqrt(mean(x^2) + eps) * weight
2026-02-21T09:10:34.5891838Z 
2026-02-21T09:10:34.5891898Z     Args:
2026-02-21T09:10:34.5892046Z         x: Input tensor of shape [M, N]
2026-02-21T09:10:34.5892277Z         weight: Scale parameter of shape [N]
2026-02-21T09:10:34.5892527Z         eps: Small constant for numerical stability
2026-02-21T09:10:34.5892705Z 
2026-02-21T09:10:34.5892764Z     Returns:
2026-02-21T09:10:34.5892989Z         Output tensor of shape [M, N] with RMS normalization applied
2026-02-21T09:10:34.5893323Z         RMS tensor of shape [M, 1] with RMS values for each element
2026-02-21T09:10:34.5893593Z     """
2026-02-21T09:10:34.5893746Z     # src[rms_norm.py:51]: m, n = x.size()
2026-02-21T09:10:34.5893959Z     m, n = x.size()
2026-02-21T09:10:34.5894397Z     # src[rms_norm.py:52]: assert weight.size(0) == n, f"weight size mismatch {weight.size(0)} != {n}"
2026-02-21T09:10:34.5894871Z     assert weight.size(0) == n, f'weight size mismatch {weight.size(0)} != {n}'
2026-02-21T09:10:34.5895237Z     # src[rms_norm.py:54]: out = torch.empty_like(x)
2026-02-21T09:10:34.5895489Z     out = torch.empty_like(x)
2026-02-21T09:10:34.5895793Z     # src[rms_norm.py:55]: inv_rms = torch.empty([m], dtype=x.dtype, device=x.device)
2026-02-21T09:10:34.5896172Z     inv_rms = torch.empty([m], dtype=x.dtype, device=x.device)
2026-02-21T09:10:34.5896465Z     # src[rms_norm.py:57]: for tile_m in hl.tile(m):
2026-02-21T09:10:34.5896695Z     _RDIM_SIZE_1 = 16384
2026-02-21T09:10:34.5896899Z     # src[rms_norm.py:57]: for tile_m in hl.tile(m):
2026-02-21T09:10:34.5897207Z     # src[rms_norm.py:58]:     x_tile = x[tile_m, :].to(torch.float32)
2026-02-21T09:10:34.5897486Z     # src[rms_norm.py:57-68]: ...
2026-02-21T09:10:34.5897880Z     _launcher(_helion_rms_norm_fwd, (2048,), x, weight, out, inv_rms, eps, _RDIM_SIZE_1, num_warps=16, num_stages=8)
2026-02-21T09:10:34.5898335Z     # src[rms_norm.py:70]: return out, inv_rms.reshape(-1, 1)
2026-02-21T09:10:34.5898611Z     return (out, inv_rms.reshape(-1, 1))
2026-02-21T09:10:35.8255280Z WARNING:tritonbench.utils.triton_op:Completed input ID 4:
2026-02-21T09:10:35.8255692Z (M, H)
2026-02-21T09:10:35.8255869Z -------------
2026-02-21T09:10:35.8256062Z (2048, 16384)
2026-02-21T09:10:35.8256265Z 
2026-02-21T09:10:35.8270724Z  83%|████████▎ | 5/6 [21:01<04:13, 253.72s/it]WARNING:tritonbench.utils.triton_op:Running input ID 5:
2026-02-21T09:10:35.8271182Z (M, H)
2026-02-21T09:10:35.8271363Z -------------
2026-02-21T09:10:35.8271534Z (2048, 32768)
2026-02-21T09:10:35.8276952Z INFO:tritonbench.utils.triton_op:Took 0.37ms to get benchmark function for llama_rms
2026-02-21T09:10:36.9341049Z INFO:tritonbench.utils.triton_op:Took 0.30ms to get benchmark function for liger_rms
2026-02-21T09:10:38.2686731Z INFO:tritonbench.utils.triton_op:Took 3.43ms to get benchmark function for torch_compile_rms
2026-02-21T09:10:39.6900991Z WARNING:__main__:Input tensor metadata:
2026-02-21T09:10:39.6901318Z { 'args': ( 32768,
2026-02-21T09:10:39.6901902Z             { 'device': 'cuda:0',
2026-02-21T09:10:39.6902185Z               'dtype': 'torch.float32',
2026-02-21T09:10:39.6902465Z               'shape': (2048, 32768),
2026-02-21T09:10:39.6902751Z               'stride': (32768, 1)},
2026-02-21T09:10:39.6903011Z             { 'device': 'cuda:0',
2026-02-21T09:10:39.6903277Z               'dtype': 'torch.float32',
2026-02-21T09:10:39.6903550Z               'shape': (32768,),
2026-02-21T09:10:39.6903794Z               'stride': (1,)}),
2026-02-21T09:10:39.6904370Z   'kwargs': {}}
2026-02-21T09:10:39.6955844Z INFO:tritonbench.utils.triton_op:Took 5.82ms to get benchmark function for helion_rms_norm_tritonbench
2026-02-21T09:10:39.8285285Z [0s] Autotune random seed: 2137247725
2026-02-21T09:10:39.8594795Z [0s] Starting LFBOPatternSearch with initial_population=FROM_RANDOM, copies=5, max_generations=20, similarity_penalty=1.0
2026-02-21T09:11:12.4258149Z [32s] Timeout after 30s compiling Config(block_sizes=[2048], indexing=['pointer', 'tensor_descriptor', 'pointer', 'pointer', 'pointer', 'tensor_descriptor', 'pointer', 'pointer'], load_eviction_policies=['last', '', '', '', 'last'], maxnreg=32, num_sm_multiplier=4, num_stages=7, num_warps=32, pid_type='persistent_interleaved', range_flattens=[None], range_multi_buffers=[True], range_num_stages=[0], range_unroll_factors=[4], range_warp_specializes=[], reduction_loops=[512])
2026-02-21T09:11:12.6110563Z [32s] Timeout after 30s compiling Config(block_sizes=[256], indexing=['pointer', 'tensor_descriptor', 'pointer', 'pointer', 'tensor_descriptor', 'pointer', 'pointer', 'pointer'], load_eviction_policies=['', '', 'first', '', 'first'], maxnreg=64, num_sm_multiplier=128, num_stages=3, num_warps=4, pid_type='persistent_interleaved', range_flattens=[True], range_multi_buffers=[False], range_num_stages=[1], range_unroll_factors=[4], range_warp_specializes=[], reduction_loops=[256])
2026-02-21T09:11:14.8485149Z [34s] Timeout after 30s compiling Config(block_sizes=[64], indexing=['pointer', 'pointer', 'tensor_descriptor', 'tensor_descriptor', 'tensor_descriptor', 'tensor_descriptor', 'pointer', 'pointer'], load_eviction_policies=['last', 'first', 'last', '', 'first'], maxnreg=256, num_sm_multiplier=2, num_stages=2, num_warps=2, pid_type='persistent_blocked', range_flattens=[None], range_multi_buffers=[None], range_num_stages=[2], range_unroll_factors=[4], range_warp_specializes=[], reduction_loops=[1024])
2026-02-21T09:11:15.0630169Z [35s] Timeout after 30s compiling Config(block_sizes=[32], indexing=['pointer', 'pointer', 'pointer', 'tensor_descriptor', 'tensor_descriptor', 'tensor_descriptor', 'pointer', 'pointer'], load_eviction_policies=['first', 'first', '', 'last', 'last'], num_stages=8, num_warps=8, pid_type='flat', range_flattens=[None], range_multi_buffers=[None], range_num_stages=[0], range_unroll_factors=[0], range_warp_specializes=[], reduction_loops=[8192])
2026-02-21T09:11:16.4107017Z [36s] Timeout after 30s compiling Config(block_sizes=[256], indexing=['tensor_descriptor', 'tensor_descriptor', 'tensor_descriptor', 'tensor_descriptor', 'tensor_descriptor', 'tensor_descriptor', 'tensor_descriptor', 'tensor_descriptor'], load_eviction_policies=['first', '', 'first', '', ''], num_stages=1, num_warps=4, pid_type='flat', range_flattens=[None], range_multi_buffers=[None], range_num_stages=[0], range_unroll_factors=[0], range_warp_specializes=[], reduction_loops=[512])
2026-02-21T09:11:17.8248093Z [37s] Timeout after 30s compiling Config(block_sizes=[16], indexing=['pointer', 'pointer', 'pointer', 'pointer', 'tensor_descriptor', 'pointer', 'pointer', 'pointer'], load_eviction_policies=['first', 'first', '', 'first', 'last'], num_stages=3, num_warps=1, pid_type='flat', range_flattens=[None], range_multi_buffers=[None], range_num_stages=[0], range_unroll_factors=[0], range_warp_specializes=[], reduction_loops=[4096])
2026-02-21T09:11:17.8271971Z Initial population precompiling 100% ━━━━━━━━━━━━━━━━━━━━━ 100/100 0.8 configs/s
2026-02-21T09:11:23.8160767Z Initial population exploring neighbors 100% ━━━━━━━━━━━━━ 100/100 16.8 configs/s
2026-02-21T09:11:23.8174519Z [43s] Adaptive compile timeout: 30s (90% percentile=11.1s, bounds=[30.0s, 30s])
2026-02-21T09:11:30.7185630Z Verifying initial results 100% ━━━━━━━━━━━━━━━━━━━━━━━━━ 746/746 115.3 configs/s
2026-02-21T09:11:30.9612466Z [51s] Initial random population of 100, 5 starting points: 
2026-02-21T09:11:30.9612859Z error=15
2026-02-21T09:11:30.9613043Z timeout=6
2026-02-21T09:11:30.9613217Z ok=79
2026-02-21T09:11:30.9613381Z min=0.2678
2026-02-21T09:11:30.9613554Z mid=0.8217
2026-02-21T09:11:30.9613717Z max=30.2518
2026-02-21T09:11:30.9613913Z best={'block_sizes': [1],
2026-02-21T09:11:30.9614708Z  'indexing': ['pointer', 'tensor_descriptor', 'tensor_descriptor', 'tensor_descriptor', 'pointer',
2026-02-21T09:11:30.9615269Z               'tensor_descriptor', 'tensor_descriptor', 'pointer'],
2026-02-21T09:11:30.9616202Z  'load_eviction_policies': ['last', 'first', 'first', 'first', 'first'],
2026-02-21T09:11:30.9616599Z  'maxnreg': 128,
2026-02-21T09:11:30.9616813Z  'num_sm_multiplier': 1,
2026-02-21T09:11:30.9617049Z  'num_stages': 6,
2026-02-21T09:11:30.9617258Z  'num_warps': 4,
2026-02-21T09:11:30.9617472Z  'pid_type': 'persistent_blocked',
2026-02-21T09:11:30.9617741Z  'range_flattens': [False],
2026-02-21T09:11:30.9617975Z  'range_multi_buffers': [None],
2026-02-21T09:11:30.9618239Z  'range_num_stages': [3],
2026-02-21T09:11:30.9618482Z  'range_unroll_factors': [1],
2026-02-21T09:11:30.9618729Z  'range_warp_specializes': [],
2026-02-21T09:11:30.9618977Z  'reduction_loops': [8192]}
2026-02-21T09:11:30.9630696Z [51s] Fitting surrogate: 100 points, 100 targets
2026-02-21T09:11:32.5004431Z [52s] Generation 1 starting: 94 neighbors, 5 active search path(s)
2026-02-21T09:12:04.7435145Z [84s] Timeout after 30s compiling Config(block_sizes=[4], indexing=['pointer', 'tensor_descriptor', 'tensor_descriptor', 'tensor_descriptor', 'pointer', 'pointer', 'tensor_descriptor', 'pointer'], load_eviction_policies=['last', 'first', 'first', 'first', 'first'], maxnreg=128, num_sm_multiplier=2, num_stages=6, num_warps=1, pid_type='persistent_blocked', range_flattens=[False], range_multi_buffers=[None], range_num_stages=[3], range_unroll_factors=[1], range_warp_specializes=[], reduction_loops=[8192])
2026-02-21T09:12:04.7451974Z Generation 1: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 96/96 0.8 configs/s
2026-02-21T09:12:10.3761078Z Generation 1: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━ 96/96 17.0 configs/s
2026-02-21T09:12:34.3605429Z Generation 1: verifying top configs 100% ━━━━━━━━━━━━━━ 1000/1000 41.8 configs/s
2026-02-21T09:12:35.1083141Z [115s] Generation 1 complete: 
2026-02-21T09:12:35.1083472Z error=4
2026-02-21T09:12:35.1083662Z timeout=1
2026-02-21T09:12:35.1083844Z ok=94
2026-02-21T09:12:35.1084223Z min=0.2069
2026-02-21T09:12:35.1084422Z mid=0.2813
2026-02-21T09:12:35.1084605Z max=1.3866
2026-02-21T09:12:35.1084851Z best={'block_sizes': [2],
2026-02-21T09:12:35.1085265Z  'indexing': ['pointer', 'pointer', 'pointer', 'pointer', 'tensor_descriptor', 'pointer', 'pointer',
2026-02-21T09:12:35.1085746Z               'tensor_descriptor'],
2026-02-21T09:12:35.1086055Z  'load_eviction_policies': ['last', 'first', '', 'first', 'last'],
2026-02-21T09:12:35.1086374Z  'maxnreg': 128,
2026-02-21T09:12:35.1086552Z  'num_sm_multiplier': 4,
2026-02-21T09:12:35.1086756Z  'num_stages': 6,
2026-02-21T09:12:35.1086924Z  'num_warps': 16,
2026-02-21T09:12:35.1087136Z  'pid_type': 'persistent_interleaved',
2026-02-21T09:12:35.1087387Z  'range_flattens': [False],
2026-02-21T09:12:35.1087597Z  'range_multi_buffers': [None],
2026-02-21T09:12:35.1087815Z  'range_num_stages': [0],
2026-02-21T09:12:35.1088017Z  'range_unroll_factors': [3],
2026-02-21T09:12:35.1088253Z  'range_warp_specializes': [],
2026-02-21T09:12:35.1088469Z  'reduction_loops': [8192]}
2026-02-21T09:12:35.1107938Z [115s] Fitting surrogate: 199 points, 199 targets
2026-02-21T09:12:36.6498230Z [116s] Generation 2 starting: 95 neighbors, 5 active search path(s)
2026-02-21T09:12:46.1675118Z Generation 2: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 99/99 7.6 configs/s
2026-02-21T09:12:51.4728667Z Generation 2: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━ 99/99 18.8 configs/s
2026-02-21T09:13:14.8369044Z Generation 2: verifying top configs 100% ━━━━━━━━━━━━━━ 1000/1000 43.0 configs/s
2026-02-21T09:13:15.6292868Z [155s] Generation 2 complete: 
2026-02-21T09:13:15.6293191Z error=13
2026-02-21T09:13:15.6293375Z ok=88
2026-02-21T09:13:15.6293567Z min=0.1837
2026-02-21T09:13:15.6293742Z mid=0.2256
2026-02-21T09:13:15.6293913Z max=1.2084
2026-02-21T09:13:15.6294548Z best={'block_sizes': [1],
2026-02-21T09:13:15.6295049Z  'indexing': ['tensor_descriptor', 'tensor_descriptor', 'tensor_descriptor', 'pointer', 'pointer',
2026-02-21T09:13:15.6295593Z               'pointer', 'pointer', 'tensor_descriptor'],
2026-02-21T09:13:15.6296626Z  'load_eviction_policies': ['last', 'last', 'first', 'first', ''],
2026-02-21T09:13:15.6297050Z  'num_sm_multiplier': 32,
2026-02-21T09:13:15.6297291Z  'num_stages': 1,
2026-02-21T09:13:15.6297497Z  'num_warps': 16,
2026-02-21T09:13:15.6297746Z  'pid_type': 'persistent_blocked',
2026-02-21T09:13:15.6298026Z  'range_flattens': [False],
2026-02-21T09:13:15.6298269Z  'range_multi_buffers': [True],
2026-02-21T09:13:15.6298514Z  'range_num_stages': [0],
2026-02-21T09:13:15.6298781Z  'range_unroll_factors': [0],
2026-02-21T09:13:15.6299036Z  'range_warp_specializes': [],
2026-02-21T09:13:15.6299297Z  'reduction_loops': [None]}
2026-02-21T09:13:15.6318948Z [155s] Fitting surrogate: 300 points, 300 targets
2026-02-21T09:13:16.9342256Z [157s] Generation 3 starting: 82 neighbors, 5 active search path(s)
2026-02-21T09:13:24.2946517Z Generation 3: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━ 85/85 16.4 configs/s
2026-02-21T09:13:28.5758553Z Generation 3: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━ 85/85 19.9 configs/s
2026-02-21T09:13:47.9699019Z Generation 3: verifying top configs 100% ━━━━━━━━━━━━━━ 1000/1000 53.0 configs/s
2026-02-21T09:13:48.6741997Z [188s] Generation 3 complete: 
2026-02-21T09:13:48.6742291Z error=15
2026-02-21T09:13:48.6742506Z ok=73
2026-02-21T09:13:48.6742676Z min=0.1836
2026-02-21T09:13:48.6742840Z mid=0.1912
2026-02-21T09:13:48.6743009Z max=0.7650
2026-02-21T09:13:48.6743186Z best={'block_sizes': [1],
2026-02-21T09:13:48.6743629Z  'indexing': ['tensor_descriptor', 'tensor_descriptor', 'tensor_descriptor', 'pointer', 'pointer',
2026-02-21T09:13:48.6744532Z               'pointer', 'pointer', 'tensor_descriptor'],
2026-02-21T09:13:48.6744923Z  'load_eviction_policies': ['last', 'last', 'first', 'first', ''],
2026-02-21T09:13:48.6745274Z  'num_sm_multiplier': 32,
2026-02-21T09:13:48.6745499Z  'num_stages': 1,
2026-02-21T09:13:48.6745688Z  'num_warps': 16,
2026-02-21T09:13:48.6745889Z  'pid_type': 'persistent_blocked',
2026-02-21T09:13:48.6746145Z  'range_flattens': [False],
2026-02-21T09:13:48.6746372Z  'range_multi_buffers': [True],
2026-02-21T09:13:48.6746618Z  'range_num_stages': [0],
2026-02-21T09:13:48.6746819Z  'range_unroll_factors': [0],
2026-02-21T09:13:48.6747041Z  'range_warp_specializes': [],
2026-02-21T09:13:48.6747800Z  'reduction_loops': [None]}
2026-02-21T09:13:48.6769028Z [188s] Fitting surrogate: 388 points, 388 targets
2026-02-21T09:13:49.7900055Z [189s] Generation 4 starting: 69 neighbors, 5 active search path(s)
2026-02-21T09:13:56.3504888Z Generation 4: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 71/71 8.2 configs/s
2026-02-21T09:14:00.3896535Z Generation 4: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━ 71/71 17.5 configs/s
2026-02-21T09:14:19.9632454Z Generation 4: verifying top configs 100% ━━━━━━━━━━━━━━ 1000/1000 52.6 configs/s
2026-02-21T09:14:20.7055726Z [220s] Generation 4 complete: 
2026-02-21T09:14:20.7058300Z error=4
2026-02-21T09:14:20.7058658Z ok=71
2026-02-21T09:14:20.7058865Z min=0.1835
2026-02-21T09:14:20.7059058Z mid=0.1867
2026-02-21T09:14:20.7059236Z max=0.5238
2026-02-21T09:14:20.7060058Z best={'block_sizes': [1],
2026-02-21T09:14:20.7060486Z  'indexing': ['pointer', 'pointer', 'pointer', 'tensor_descriptor', 'pointer', 'pointer',
2026-02-21T09:14:20.7060950Z               'tensor_descriptor', 'pointer'],
2026-02-21T09:14:20.7061297Z  'load_eviction_policies': ['', '', '', 'first', ''],
2026-02-21T09:14:20.7061589Z  'num_stages': 1,
2026-02-21T09:14:20.7061779Z  'num_warps': 32,
2026-02-21T09:14:20.7061961Z  'pid_type': 'flat',
2026-02-21T09:14:20.7062168Z  'range_flattens': [None],
2026-02-21T09:14:20.7062395Z  'range_multi_buffers': [None],
2026-02-21T09:14:20.7062627Z  'range_num_stages': [0],
2026-02-21T09:14:20.7062860Z  'range_unroll_factors': [0],
2026-02-21T09:14:20.7063093Z  'range_warp_specializes': [],
2026-02-21T09:14:20.7063333Z  'reduction_loops': [None]}
2026-02-21T09:14:20.7085011Z [220s] Fitting surrogate: 463 points, 463 targets
2026-02-21T09:14:21.6390208Z [221s] Generation 5 starting: 56 neighbors, 4 active search path(s)
2026-02-21T09:14:38.4575473Z Generation 5: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 56/56 0.8 configs/s
2026-02-21T09:14:41.2258898Z Generation 5: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━ 56/56 20.3 configs/s
2026-02-21T09:14:53.1000084Z Generation 5: verifying top configs 100% ━━━━━━━━━━━━━━ 1000/1000 84.4 configs/s
2026-02-21T09:14:53.5627709Z [253s] Generation 5 complete: 
2026-02-21T09:14:53.5627986Z error=11
2026-02-21T09:14:53.5628167Z ok=49
2026-02-21T09:14:53.5628344Z min=0.1839
2026-02-21T09:14:53.5628517Z mid=0.1899
2026-02-21T09:14:53.5628693Z max=0.4840
2026-02-21T09:14:53.5628889Z best={'block_sizes': [1],
2026-02-21T09:14:53.5629365Z  'indexing': ['pointer', 'pointer', 'pointer', 'pointer', 'tensor_descriptor', 'pointer', 'pointer',
2026-02-21T09:14:53.5629885Z               'tensor_descriptor'],
2026-02-21T09:14:53.5630264Z  'load_eviction_policies': ['last', 'first', '', 'first', 'last'],
2026-02-21T09:14:53.5630631Z  'maxnreg': 128,
2026-02-21T09:14:53.5630851Z  'num_sm_multiplier': 16,
2026-02-21T09:14:53.5631087Z  'num_stages': 5,
2026-02-21T09:14:53.5631313Z  'num_warps': 16,
2026-02-21T09:14:53.5631545Z  'pid_type': 'persistent_interleaved',
2026-02-21T09:14:53.5631809Z  'range_flattens': [None],
2026-02-21T09:14:53.5632049Z  'range_multi_buffers': [True],
2026-02-21T09:14:53.5632281Z  'range_num_stages': [0],
2026-02-21T09:14:53.5632544Z  'range_unroll_factors': [3],
2026-02-21T09:14:53.5632788Z  'range_warp_specializes': [],
2026-02-21T09:14:53.5633027Z  'reduction_loops': [8192]}
2026-02-21T09:14:53.5660753Z [253s] Fitting surrogate: 523 points, 523 targets
2026-02-21T09:14:54.5516963Z [254s] Generation 6 starting: 57 neighbors, 4 active search path(s)
2026-02-21T09:15:01.0263605Z Generation 6: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 57/57 4.1 configs/s
2026-02-21T09:15:04.0097039Z Generation 6: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━ 57/57 19.4 configs/s
2026-02-21T09:15:17.3226321Z Generation 6: verifying top configs 100% ━━━━━━━━━━━━━━ 1000/1000 75.3 configs/s
2026-02-21T09:15:17.8324615Z [277s] Generation 6 complete: 
2026-02-21T09:15:17.8324918Z error=8
2026-02-21T09:15:17.8325088Z ok=53
2026-02-21T09:15:17.8325238Z min=0.1832
2026-02-21T09:15:17.8325400Z mid=0.1853
2026-02-21T09:15:17.8325553Z max=1.1319
2026-02-21T09:15:17.8326223Z best={'block_sizes': [1],
2026-02-21T09:15:17.8326642Z  'indexing': ['pointer', 'pointer', 'pointer', 'tensor_descriptor', 'pointer', 'tensor_descriptor',
2026-02-21T09:15:17.8327105Z               'tensor_descriptor', 'pointer'],
2026-02-21T09:15:17.8327414Z  'load_eviction_policies': ['', '', '', 'first', ''],
2026-02-21T09:15:17.8327700Z  'num_stages': 2,
2026-02-21T09:15:17.8327891Z  'num_warps': 32,
2026-02-21T09:15:17.8328068Z  'pid_type': 'flat',
2026-02-21T09:15:17.8328263Z  'range_flattens': [None],
2026-02-21T09:15:17.8328480Z  'range_multi_buffers': [None],
2026-02-21T09:15:17.8328696Z  'range_num_stages': [0],
2026-02-21T09:15:17.8328905Z  'range_unroll_factors': [0],
2026-02-21T09:15:17.8329124Z  'range_warp_specializes': [],
2026-02-21T09:15:17.8329345Z  'reduction_loops': [None]}
2026-02-21T09:15:17.8358142Z [277s] Fitting surrogate: 584 points, 584 targets
2026-02-21T09:15:18.1819422Z [278s] Generation 7 starting: 15 neighbors, 1 active search path(s)
2026-02-21T09:15:19.6420793Z Generation 7: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━ 15/15 28.1 configs/s
2026-02-21T09:15:20.5021095Z Generation 7: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━ 15/15 18.5 configs/s
2026-02-21T09:15:25.4098091Z Generation 7: verifying top configs 100% ━━━━━━━━━━━━━━ 1000/1000 228.6         
2026-02-21T09:15:25.4098621Z                                                                   configs/s     
2026-02-21T09:15:25.6249923Z [285s] Generation 7 complete: 
2026-02-21T09:15:25.6250221Z error=1
2026-02-21T09:15:25.6250404Z ok=16
2026-02-21T09:15:25.6250578Z min=0.1835
2026-02-21T09:15:25.6250769Z mid=0.1839
2026-02-21T09:15:25.6250936Z max=0.2125
2026-02-21T09:15:25.6251126Z best={'block_sizes': [1],
2026-02-21T09:15:25.6251637Z  'indexing': ['pointer', 'pointer', 'pointer', 'tensor_descriptor', 'pointer', 'tensor_descriptor',
2026-02-21T09:15:25.6252158Z               'tensor_descriptor', 'pointer'],
2026-02-21T09:15:25.6252493Z  'load_eviction_policies': ['', '', '', 'first', ''],
2026-02-21T09:15:25.6252816Z  'num_stages': 2,
2026-02-21T09:15:25.6253037Z  'num_warps': 32,
2026-02-21T09:15:25.6253258Z  'pid_type': 'flat',
2026-02-21T09:15:25.6253482Z  'range_flattens': [None],
2026-02-21T09:15:25.6253686Z  'range_multi_buffers': [None],
2026-02-21T09:15:25.6253919Z  'range_num_stages': [0],
2026-02-21T09:15:25.6254453Z  'range_unroll_factors': [0],
2026-02-21T09:15:25.6254678Z  'range_warp_specializes': [],
2026-02-21T09:15:25.6254900Z  'reduction_loops': [None]}
2026-02-21T09:15:25.6276398Z [285s] Fitting surrogate: 601 points, 601 targets
2026-02-21T09:15:26.0412695Z [286s] Generation 8 starting: 19 neighbors, 1 active search path(s)
2026-02-21T09:15:27.9292435Z Generation 8: precompiling 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━ 19/19 22.5 configs/s
2026-02-21T09:15:29.0944534Z Generation 8: exploring neighbors 100% ━━━━━━━━━━━━━━━━━━━━ 19/19 16.9 configs/s
2026-02-21T09:15:34.8033128Z Generation 8: verifying top configs 100% ━━━━━━━━━━━━━━ 1000/1000 174.5         
2026-02-21T09:15:34.8033676Z                                                                   configs/s     
2026-02-21T09:15:35.0656268Z [295s] Generation 8 complete: 
2026-02-21T09:15:35.0656580Z ok=21
2026-02-21T09:15:35.0656760Z min=0.1835
2026-02-21T09:15:35.0656939Z mid=0.1838
2026-02-21T09:15:35.0657112Z max=0.2129
2026-02-21T09:15:35.0657295Z best={'block_sizes': [1],
2026-02-21T09:15:35.0657763Z  'indexing': ['pointer', 'pointer', 'pointer', 'tensor_descriptor', 'pointer', 'tensor_descriptor',
2026-02-21T09:15:35.0658278Z               'tensor_descriptor', 'pointer'],
2026-02-21T09:15:35.0658635Z  'load_eviction_policies': ['', '', '', 'first', ''],
2026-02-21T09:15:35.0658940Z  'num_stages': 2,
2026-02-21T09:15:35.0659146Z  'num_warps': 32,
2026-02-21T09:15:35.0659340Z  'pid_type': 'flat',
2026-02-21T09:15:35.0659624Z  'range_flattens': [None],
2026-02-21T09:15:35.0659967Z  'range_multi_buffers': [None],
2026-02-21T09:15:35.0660233Z  'range_num_stages': [0],
2026-02-21T09:15:35.0660478Z  'range_unroll_factors': [0],
2026-02-21T09:15:35.0661335Z  'range_warp_specializes': [],
2026-02-21T09:15:35.0661594Z  'reduction_loops': [None]}
2026-02-21T09:15:35.0686396Z [295s] Fitting surrogate: 622 points, 622 targets
2026-02-21T09:15:35.2137194Z [295s] Autotuning complete in 295.4s after searching 591 configs.
2026-02-21T09:15:35.2137715Z One can hardcode the best config and skip autotuning with:
2026-02-21T09:15:35.2140095Z     @helion.kernel(config=helion.Config(block_sizes=[1], indexing=['pointer', 'pointer', 'pointer', 'tensor_descriptor', 'pointer', 'tensor_descriptor', 'tensor_descriptor', 'pointer'], load_eviction_policies=['', '', '', 'first', ''], num_stages=2, num_warps=32, pid_type='flat', range_flattens=[None], range_multi_buffers=[None], range_num_stages=[0], range_unroll_factors=[0], range_warp_specializes=[], reduction_loops=[None]), static_shapes=True)
2026-02-21T09:15:35.2141772Z 
2026-02-21T09:15:35.2142175Z [295s] Code of selected kernel: /tmp/torchinductor_root/4m/c4mgkcgf66anaxdhw6aruhnmzhtin5uwnkix54d6tagpg4dtht6b.py
2026-02-21T09:15:35.2327702Z from __future__ import annotations
2026-02-21T09:15:35.2327920Z 
2026-02-21T09:15:35.2328003Z import torch
2026-02-21T09:15:35.2328212Z import triton
2026-02-21T09:15:35.2328453Z import triton.language as tl
2026-02-21T09:15:35.2328789Z from torch._inductor.runtime.triton_compat import libdevice
2026-02-21T09:15:35.2329246Z from helion.runtime import default_launcher as _default_launcher
2026-02-21T09:15:35.2329543Z 
2026-02-21T09:15:35.2329620Z @triton.jit
2026-02-21T09:15:35.2330108Z def _helion_rms_norm_fwd(x, weight, out, inv_rms, eps, _RDIM_SIZE_1: tl.constexpr):
2026-02-21T09:15:35.2330598Z     # src[rms_norm.py:57]: for tile_m in hl.tile(m):
2026-02-21T09:15:35.2330913Z     pid_0 = tl.program_id(0)
2026-02-21T09:15:35.2331167Z     offset_0 = pid_0
2026-02-21T09:15:35.2331423Z     indices_0 = offset_0 + tl.zeros([1], tl.int32)
2026-02-21T09:15:35.2331772Z     indices_1 = tl.arange(0, _RDIM_SIZE_1).to(tl.int32)
2026-02-21T09:15:35.2332154Z     # src[rms_norm.py:58]: x_tile = x[tile_m, :].to(torch.float32)
2026-02-21T09:15:35.2332630Z     x_tile = tl.load(x + (indices_0[:, None] * 32768 + indices_1[None, :] * 1), None)
2026-02-21T09:15:35.2333071Z     # src[rms_norm.py:61]: x_squared = x_tile * x_tile
2026-02-21T09:15:35.2333368Z     v_0 = x_tile * x_tile
2026-02-21T09:15:35.2333701Z     # src[rms_norm.py:62]: mean_x_squared = torch.mean(x_squared, dim=-1)
2026-02-21T09:15:35.2334544Z     mean_x_squared_extra = tl.cast(tl.sum(v_0, 1), tl.float32)
2026-02-21T09:15:35.2334874Z     v_1 = 32768
2026-02-21T09:15:35.2335077Z     v_2 = tl.cast(v_1, tl.float32)
2026-02-21T09:15:35.2335337Z     v_3 = mean_x_squared_extra / v_2
2026-02-21T09:15:35.2335698Z     # src[rms_norm.py:63]: inv_rms_tile = torch.rsqrt(mean_x_squared + eps)
2026-02-21T09:15:35.2336072Z     v_4 = v_3 + eps
2026-02-21T09:15:35.2336295Z     v_5 = libdevice.rsqrt(v_4)
2026-02-21T09:15:35.2336618Z     # src[rms_norm.py:66]: normalized = x_tile * inv_rms_tile[:, None]
2026-02-21T09:15:35.2336979Z     subscript = v_5[:, None]
2026-02-21T09:15:35.2337214Z     v_6 = x_tile * subscript
2026-02-21T09:15:35.2337617Z     # src[rms_norm.py:67]: out[tile_m, :] = (normalized * weight[:].to(torch.float32)).to(out.dtype)
2026-02-21T09:15:35.2338093Z     load_1 = tl.load(weight + indices_1 * 1, None)
2026-02-21T09:15:35.2338394Z     v_7 = load_1[None, :]
2026-02-21T09:15:35.2338613Z     v_8 = v_6 * v_7
2026-02-21T09:15:35.2338928Z     tl.store(out + (indices_0[:, None] * 32768 + indices_1[None, :] * 1), v_8, None)
2026-02-21T09:15:35.2339413Z     # src[rms_norm.py:68]: inv_rms[tile_m] = inv_rms_tile.to(out.dtype)
2026-02-21T09:15:35.2339818Z     tl.store(inv_rms + indices_0 * 1, v_5, None)
2026-02-21T09:15:35.2340053Z 
2026-02-21T09:15:35.2340346Z def rms_norm_fwd(x: torch.Tensor, weight: torch.Tensor, eps: float=1e-05, *, _launcher=_default_launcher):
2026-02-21T09:15:35.2340777Z     """
2026-02-21T09:15:35.2341026Z     Performs Root Mean Square (RMS) normalization on the input tensor.
2026-02-21T09:15:35.2341286Z 
2026-02-21T09:15:35.2341751Z     RMS normalization normalizes by the root mean square of the elements:
2026-02-21T09:15:35.2342114Z     output = x / sqrt(mean(x^2) + eps) * weight
2026-02-21T09:15:35.2342304Z 
2026-02-21T09:15:35.2342367Z     Args:
2026-02-21T09:15:35.2342539Z         x: Input tensor of shape [M, N]
2026-02-21T09:15:35.2342798Z         weight: Scale parameter of shape [N]
2026-02-21T09:15:35.2343073Z         eps: Small constant for numerical stability
2026-02-21T09:15:35.2343269Z 
2026-02-21T09:15:35.2343331Z     Returns:
2026-02-21T09:15:35.2343569Z         Output tensor of shape [M, N] with RMS normalization applied
2026-02-21T09:15:35.2343943Z         RMS tensor of shape [M, 1] with RMS values for each element
2026-02-21T09:15:35.2344376Z     """
2026-02-21T09:15:35.2344535Z     # src[rms_norm.py:51]: m, n = x.size()
2026-02-21T09:15:35.2363841Z     m, n = x.size()
2026-02-21T09:15:35.2364436Z     # src[rms_norm.py:52]: assert weight.size(0) == n, f"weight size mismatch {weight.size(0)} != {n}"
2026-02-21T09:15:35.2365036Z     assert weight.size(0) == n, f'weight size mismatch {weight.size(0)} != {n}'
2026-02-21T09:15:35.2365486Z     # src[rms_norm.py:54]: out = torch.empty_like(x)
2026-02-21T09:15:35.2365802Z     out = torch.empty_like(x)
2026-02-21T09:15:35.2366178Z     # src[rms_norm.py:55]: inv_rms = torch.empty([m], dtype=x.dtype, device=x.device)
2026-02-21T09:15:35.2366657Z     inv_rms = torch.empty([m], dtype=x.dtype, device=x.device)
2026-02-21T09:15:35.2367049Z     # src[rms_norm.py:57]: for tile_m in hl.tile(m):
2026-02-21T09:15:35.2367349Z     _RDIM_SIZE_1 = 32768
2026-02-21T09:15:35.2367603Z     # src[rms_norm.py:57]: for tile_m in hl.tile(m):
2026-02-21T09:15:35.2367981Z     # src[rms_norm.py:58]:     x_tile = x[tile_m, :].to(torch.float32)
2026-02-21T09:15:35.2368333Z     # src[rms_norm.py:57-68]: ...
2026-02-21T09:15:35.2368831Z     _launcher(_helion_rms_norm_fwd, (2048,), x, weight, out, inv_rms, eps, _RDIM_SIZE_1, num_warps=32, num_stages=2)
2026-02-21T09:15:35.2369409Z     # src[rms_norm.py:70]: return out, inv_rms.reshape(-1, 1)
2026-02-21T09:15:35.2369775Z     return (out, inv_rms.reshape(-1, 1))
2026-02-21T09:15:36.3892403Z WARNING:tritonbench.utils.triton_op:Completed input ID 5:
2026-02-21T09:15:36.3892787Z (M, H)
2026-02-21T09:15:36.3892970Z -------------
2026-02-21T09:15:36.3893162Z (2048, 32768)
2026-02-21T09:15:36.3893282Z 
2026-02-21T09:15:36.3894476Z 100%|██████████| 6/6 [26:02<00:00, 269.65s/it]
2026-02-21T09:15:36.3894841Z 100%|██████████| 6/6 [26:02<00:00, 260.41s/it]
2026-02-21T09:15:36.3909013Z INFO:tritonbench.utils.run_utils:[tritonbench] Output result csv to /tmp/tmp71vazhx5.csv
2026-02-21T09:15:37.6921388Z        (M, H)    liger_rms-speedup    liger_rms-accuracy    torch_compile_rms-speedup    torch_compile_rms-accuracy    helion_rms_norm_tritonbench-speedup    helion_rms_norm_tritonbench-accuracy
2026-02-21T09:15:37.6922758Z -------------  -------------------  --------------------  ---------------------------  ----------------------------  -------------------------------------  --------------------------------------
2026-02-21T09:15:37.6923707Z  (2048, 1024)              3.86041                     1                      3.8659                              1                                4.82742                                       1
2026-02-21T09:15:37.6924958Z  (2048, 2048)              3.52429                     1                      3.90087                             1                                3.59538                                       1
2026-02-21T09:15:37.6925726Z  (2048, 4096)              4.27828                     1                      4.1694                              1                                4.30842                                       1
2026-02-21T09:15:37.6926500Z  (2048, 8192)              4.1049                      1                      4.08509                             1                                4.09257                                       1
2026-02-21T09:15:37.6927252Z (2048, 16384)              3.97306                     1                      3.99136                             1                                3.94897                                       1
2026-02-21T09:15:37.6928602Z (2048, 32768)              3.57854                     1                      3.9025                              1                                3.89412                                       1
2026-02-21T09:15:37.6929370Z       average              3.88658                     1                      3.98585                             1                                4.11115                                       1
2026-02-21T09:15:40.8538473Z ✅ Completed benchmark for kernel: rms_norm
2026-02-21T09:15:40.8550232Z [
2026-02-21T09:15:40.8550477Z   {
2026-02-21T09:15:40.8550657Z     "benchmark": {
2026-02-21T09:15:40.8550878Z       "name": "Helion Benchmark",
2026-02-21T09:15:40.8551749Z       "extra_info": {
2026-02-21T09:15:40.8552001Z         "device": "NVIDIA H100"
2026-02-21T09:15:40.8552233Z       }
2026-02-21T09:15:40.8552396Z     },
2026-02-21T09:15:40.8552590Z     "model": {
2026-02-21T09:15:40.8552779Z       "name": "rms_norm"
2026-02-21T09:15:40.8552979Z     },
2026-02-21T09:15:40.8553141Z     "metric": {
2026-02-21T09:15:40.8553341Z       "name": "triton_speedup",
2026-02-21T09:15:40.8553590Z       "benchmark_values": [
2026-02-21T09:15:40.8553803Z         3.860412842332682,
2026-02-21T09:15:40.8554534Z         3.524288292369968,
2026-02-21T09:15:40.8554751Z         4.278282272089014,
2026-02-21T09:15:40.8554933Z         4.104901270281574,
2026-02-21T09:15:40.8555119Z         3.9730627061891983,
2026-02-21T09:15:40.8555303Z         3.57854125413088
2026-02-21T09:15:40.8555483Z       ]
2026-02-21T09:15:40.8555624Z     },
2026-02-21T09:15:40.8555774Z     "shape": [
2026-02-21T09:15:40.8555933Z       "(2048, 1024)",
2026-02-21T09:15:40.8556108Z       "(2048, 2048)",
2026-02-21T09:15:40.8556298Z       "(2048, 4096)",
2026-02-21T09:15:40.8556471Z       "(2048, 8192)",
2026-02-21T09:15:40.8556637Z       "(2048, 16384)",
2026-02-21T09:15:40.8556829Z       "(2048, 32768)"
2026-02-21T09:15:40.8557006Z     ]
2026-02-21T09:15:40.8557147Z   },
2026-02-21T09:15:40.8557292Z   {
2026-02-21T09:15:40.8557440Z     "benchmark": {
2026-02-21T09:15:40.8557629Z       "name": "Helion Benchmark",
2026-02-21T09:15:40.8557856Z       "extra_info": {
2026-02-21T09:15:40.8558046Z         "device": "NVIDIA H100"
2026-02-21T09:15:40.8558253Z       }
2026-02-21T09:15:40.8558407Z     },
2026-02-21T09:15:40.8558551Z     "model": {
2026-02-21T09:15:40.8558718Z       "name": "rms_norm"
2026-02-21T09:15:40.8558908Z     },
2026-02-21T09:15:40.8559085Z     "metric": {
2026-02-21T09:15:40.8559265Z       "name": "triton_accuracy",
2026-02-21T09:15:40.8559504Z       "benchmark_values": [
2026-02-21T09:15:40.8559702Z         1.0,
2026-02-21T09:15:40.8559865Z         1.0,
2026-02-21T09:15:40.8560014Z         1.0,
2026-02-21T09:15:40.8560181Z         1.0,
2026-02-21T09:15:40.8560332Z         1.0,
2026-02-21T09:15:40.8560488Z         1.0
2026-02-21T09:15:40.8560639Z       ]
2026-02-21T09:15:40.8560807Z     },
2026-02-21T09:15:40.8560954Z     "shape": [
2026-02-21T09:15:40.8561120Z       "(2048, 1024)",
2026-02-21T09:15:40.8561291Z       "(2048, 2048)",
2026-02-21T09:15:40.8561467Z       "(2048, 4096)",
2026-02-21T09:15:40.8561643Z       "(2048, 8192)",
2026-02-21T09:15:40.8561817Z       "(2048, 16384)",
2026-02-21T09:15:40.8561993Z       "(2048, 32768)"
2026-02-21T09:15:40.8562247Z     ]
2026-02-21T09:15:40.8562479Z   },
2026-02-21T09:15:40.8562664Z   {
2026-02-21T09:15:40.8562879Z     "benchmark": {
2026-02-21T09:15:40.8563116Z       "name": "Helion Benchmark",
2026-02-21T09:15:40.8576700Z       "extra_info": {
2026-02-21T09:15:40.8576964Z         "device": "NVIDIA H100"
2026-02-21T09:15:40.8577179Z       }
2026-02-21T09:15:40.8577332Z     },
2026-02-21T09:15:40.8577473Z     "model": {
2026-02-21T09:15:40.8577653Z       "name": "rms_norm"
2026-02-21T09:15:40.8577842Z     },
2026-02-21T09:15:40.8577982Z     "metric": {
2026-02-21T09:15:40.8578152Z       "name": "torch_compile_speedup",
2026-02-21T09:15:40.8578776Z       "benchmark_values": [
2026-02-21T09:15:40.8578980Z         3.865901332436399,
2026-02-21T09:15:40.8579155Z         3.900872574034308,
2026-02-21T09:15:40.8579318Z         4.169396495169734,
2026-02-21T09:15:40.8579498Z         4.085090882471825,
2026-02-21T09:15:40.8579668Z         3.9913583095591996,
2026-02-21T09:15:40.8579841Z         3.902502963607978
2026-02-21T09:15:40.8580025Z       ]
2026-02-21T09:15:40.8580161Z     },
2026-02-21T09:15:40.8580297Z     "shape": [
2026-02-21T09:15:40.8580445Z       "(2048, 1024)",
2026-02-21T09:15:40.8580606Z       "(2048, 2048)",
2026-02-21T09:15:40.8580752Z       "(2048, 4096)",
2026-02-21T09:15:40.8580917Z       "(2048, 8192)",
2026-02-21T09:15:40.8581069Z       "(2048, 16384)",
2026-02-21T09:15:40.8581229Z       "(2048, 32768)"
2026-02-21T09:15:40.8581387Z     ]
2026-02-21T09:15:40.8581717Z   },
2026-02-21T09:15:40.8581876Z   {
2026-02-21T09:15:40.8582011Z     "benchmark": {
2026-02-21T09:15:40.8582195Z       "name": "Helion Benchmark",
2026-02-21T09:15:40.8582397Z       "extra_info": {
2026-02-21T09:15:40.8582583Z         "device": "NVIDIA H100"
2026-02-21T09:15:40.8582767Z       }
2026-02-21T09:15:40.8582901Z     },
2026-02-21T09:15:40.8583036Z     "model": {
2026-02-21T09:15:40.8583208Z       "name": "rms_norm"
2026-02-21T09:15:40.8583379Z     },
2026-02-21T09:15:40.8583520Z     "metric": {
2026-02-21T09:15:40.8583701Z       "name": "torch_compile_accuracy",
2026-02-21T09:15:40.8583939Z       "benchmark_values": [
2026-02-21T09:15:40.8584307Z         1.0,
2026-02-21T09:15:40.8584450Z         1.0,
2026-02-21T09:15:40.8584592Z         1.0,
2026-02-21T09:15:40.8584735Z         1.0,
2026-02-21T09:15:40.8584887Z         1.0,
2026-02-21T09:15:40.8585023Z         1.0
2026-02-21T09:15:40.8585164Z       ]
2026-02-21T09:15:40.8585291Z     },
2026-02-21T09:15:40.8585435Z     "shape": [
2026-02-21T09:15:40.8585599Z       "(2048, 1024)",
2026-02-21T09:15:40.8585771Z       "(2048, 2048)",
2026-02-21T09:15:40.8585968Z       "(2048, 4096)",
2026-02-21T09:15:40.8586141Z       "(2048, 8192)",
2026-02-21T09:15:40.8586307Z       "(2048, 16384)",
2026-02-21T09:15:40.8586465Z       "(2048, 32768)"
2026-02-21T09:15:40.8586622Z     ]
2026-02-21T09:15:40.8586754Z   },
2026-02-21T09:15:40.8586892Z   {
2026-02-21T09:15:40.8587027Z     "benchmark": {
2026-02-21T09:15:40.8587208Z       "name": "Helion Benchmark",
2026-02-21T09:15:40.8587408Z       "extra_info": {
2026-02-21T09:15:40.8587572Z         "device": "NVIDIA H100"
2026-02-21T09:15:40.8587759Z       }
2026-02-21T09:15:40.8587898Z     },
2026-02-21T09:15:40.8588055Z     "model": {
2026-02-21T09:15:40.8588216Z       "name": "rms_norm"
2026-02-21T09:15:40.8588380Z     },
2026-02-21T09:15:40.8588529Z     "metric": {
2026-02-21T09:15:40.8588687Z       "name": "helion_speedup",
2026-02-21T09:15:40.8588894Z       "benchmark_values": [
2026-02-21T09:15:40.8589086Z         4.8274180188069895,
2026-02-21T09:15:40.8589263Z         3.5953785144207835,
2026-02-21T09:15:40.8589434Z         4.308417206697933,
2026-02-21T09:15:40.8589616Z         4.0925668569322315,
2026-02-21T09:15:40.8589796Z         3.9489705783415125,
2026-02-21T09:15:40.8589961Z         3.894122958751812
2026-02-21T09:15:40.8590126Z       ]
2026-02-21T09:15:40.8590252Z     },
2026-02-21T09:15:40.8590400Z     "shape": [
2026-02-21T09:15:40.8590548Z       "(2048, 1024)",
2026-02-21T09:15:40.8590706Z       "(2048, 2048)",
2026-02-21T09:15:40.8590855Z       "(2048, 4096)",
2026-02-21T09:15:40.8591007Z       "(2048, 8192)",
2026-02-21T09:15:40.8591162Z       "(2048, 16384)",
2026-02-21T09:15:40.8591312Z       "(2048, 32768)"
2026-02-21T09:15:40.8591472Z     ]
2026-02-21T09:15:40.8591605Z   },
2026-02-21T09:15:40.8591737Z   {
2026-02-21T09:15:40.8591868Z     "benchmark": {
2026-02-21T09:15:40.8592036Z       "name": "Helion Benchmark",
2026-02-21T09:15:40.8592227Z       "extra_info": {
2026-02-21T09:15:40.8592398Z         "device": "NVIDIA H100"
2026-02-21T09:15:40.8592573Z       }
2026-02-21T09:15:40.8592708Z     },
2026-02-21T09:15:40.8592845Z     "model": {
2026-02-21T09:15:40.8593239Z       "name": "rms_norm"
2026-02-21T09:15:40.8593420Z     },
2026-02-21T09:15:40.8593552Z     "metric": {
2026-02-21T09:15:40.8593734Z       "name": "helion_accuracy",
2026-02-21T09:15:40.8593942Z       "benchmark_values": [
2026-02-21T09:15:40.8594288Z         1.0,
2026-02-21T09:15:40.8594431Z         1.0,
2026-02-21T09:15:40.8594584Z         1.0,
2026-02-21T09:15:40.8594729Z         1.0,
2026-02-21T09:15:40.8594873Z         1.0,
2026-02-21T09:15:40.8595009Z         1.0
2026-02-21T09:15:40.8595150Z       ]
2026-02-21T09:15:40.8595278Z     },
2026-02-21T09:15:40.8595434Z     "shape": [
2026-02-21T09:15:40.8595585Z       "(2048, 1024)",
2026-02-21T09:15:40.8595740Z       "(2048, 2048)",
2026-02-21T09:15:40.8595903Z       "(2048, 4096)",
2026-02-21T09:15:40.8596067Z       "(2048, 8192)",
2026-02-21T09:15:40.8596411Z       "(2048, 16384)",
2026-02-21T09:15:40.8596602Z       "(2048, 32768)"
2026-02-21T09:15:40.8596771Z     ]
2026-02-21T09:15:40.8596897Z   }
2026-02-21T09:15:40.8597051Z ]
2026-02-21T09:15:40.8674516Z ##[group]Run pytorch/test-infra/.github/actions/gather-benchmark-metadata@main
2026-02-21T09:15:40.8674916Z with:
2026-02-21T09:15:40.8675631Z   github-token: ***
2026-02-21T09:15:40.8675845Z   venv: .venv/bin/activate
2026-02-21T09:15:40.8676040Z   schema-version: v3
2026-02-21T09:15:40.8676202Z env:
2026-02-21T09:15:40.8676360Z   HELION_AUTOTUNE_LOG_LEVEL: INFO
2026-02-21T09:15:40.8676613Z   pythonLocation: /__w/_tool/Python/3.12.12/x64
2026-02-21T09:15:40.8676935Z   PKG_CONFIG_PATH: /__w/_tool/Python/3.12.12/x64/lib/pkgconfig
2026-02-21T09:15:40.8677257Z   Python_ROOT_DIR: /__w/_tool/Python/3.12.12/x64
2026-02-21T09:15:40.8677523Z   Python2_ROOT_DIR: /__w/_tool/Python/3.12.12/x64
2026-02-21T09:15:40.8677791Z   Python3_ROOT_DIR: /__w/_tool/Python/3.12.12/x64
2026-02-21T09:15:40.8678102Z   LD_LIBRARY_PATH: /__w/_tool/Python/3.12.12/x64/lib:/usr/local/cuda/lib64
2026-02-21T09:15:40.8678475Z   UV_PYTHON_INSTALL_DIR: /github/home/.local/share/uv/python
2026-02-21T09:15:40.8678785Z ##[endgroup]
2026-02-21T09:15:40.8742838Z ##[group]Run set -eux
2026-02-21T09:15:40.8743043Z set -eux
2026-02-21T09:15:40.8743202Z 
2026-02-21T09:15:40.8743389Z if [[ -z "${GITHUB_TOKEN}" ]]; then
2026-02-21T09:15:40.8743640Z   echo "Missing github-token input"
2026-02-21T09:15:40.8743873Z   exit 1
2026-02-21T09:15:40.8744185Z fi
2026-02-21T09:15:40.8745108Z shell: bash --noprofile --norc -e -o pipefail {0}
2026-02-21T09:15:40.8745381Z env:
2026-02-21T09:15:40.8745551Z   HELION_AUTOTUNE_LOG_LEVEL: INFO
2026-02-21T09:15:40.8745796Z   pythonLocation: /__w/_tool/Python/3.12.12/x64
2026-02-21T09:15:40.8746109Z   PKG_CONFIG_PATH: /__w/_tool/Python/3.12.12/x64/lib/pkgconfig
2026-02-21T09:15:40.8746439Z   Python_ROOT_DIR: /__w/_tool/Python/3.12.12/x64
2026-02-21T09:15:40.8746714Z   Python2_ROOT_DIR: /__w/_tool/Python/3.12.12/x64
2026-02-21T09:15:40.8746988Z   Python3_ROOT_DIR: /__w/_tool/Python/3.12.12/x64
2026-02-21T09:15:40.8747316Z   LD_LIBRARY_PATH: /__w/_tool/Python/3.12.12/x64/lib:/usr/local/cuda/lib64
2026-02-21T09:15:40.8747697Z   UV_PYTHON_INSTALL_DIR: /github/home/.local/share/uv/python
2026-02-21T09:15:40.8748142Z   GITHUB_TOKEN: ***
2026-02-21T09:15:40.8748336Z ##[endgroup]
2026-02-21T09:15:40.9820898Z + [[ -z *** ]]
2026-02-21T09:15:40.9903529Z ##[group]Run pytorch/test-infra/.github/actions/get-workflow-job-id@main
2026-02-21T09:15:40.9903884Z with:
2026-02-21T09:15:40.9904411Z   github-token: ***
2026-02-21T09:15:40.9904594Z env:
2026-02-21T09:15:40.9904755Z   HELION_AUTOTUNE_LOG_LEVEL: INFO
2026-02-21T09:15:40.9904996Z   pythonLocation: /__w/_tool/Python/3.12.12/x64
2026-02-21T09:15:40.9905302Z   PKG_CONFIG_PATH: /__w/_tool/Python/3.12.12/x64/lib/pkgconfig
2026-02-21T09:15:40.9905607Z   Python_ROOT_DIR: /__w/_tool/Python/3.12.12/x64
2026-02-21T09:15:40.9905877Z   Python2_ROOT_DIR: /__w/_tool/Python/3.12.12/x64
2026-02-21T09:15:40.9906138Z   Python3_ROOT_DIR: /__w/_tool/Python/3.12.12/x64
2026-02-21T09:15:40.9906475Z   LD_LIBRARY_PATH: /__w/_tool/Python/3.12.12/x64/lib:/usr/local/cuda/lib64
2026-02-21T09:15:40.9907099Z   UV_PYTHON_INSTALL_DIR: /github/home/.local/share/uv/python
2026-02-21T09:15:40.9907368Z ##[endgroup]
2026-02-21T09:15:40.9920609Z ##[group]Run set -eux
2026-02-21T09:15:40.9920819Z set -eux
2026-02-21T09:15:40.9920980Z 
2026-02-21T09:15:40.9921343Z python3 "${GITHUB_ACTION_PATH}/../../scripts/get_workflow_job_id.py" "${GITHUB_RUN_ID}" "${RUNNER_NAME}"
2026-02-21T09:15:40.9921899Z shell: bash --noprofile --norc -e -o pipefail {0}
2026-02-21T09:15:40.9922140Z env:
2026-02-21T09:15:40.9922287Z   HELION_AUTOTUNE_LOG_LEVEL: INFO
2026-02-21T09:15:40.9922533Z   pythonLocation: /__w/_tool/Python/3.12.12/x64
2026-02-21T09:15:40.9922826Z   PKG_CONFIG_PATH: /__w/_tool/Python/3.12.12/x64/lib/pkgconfig
2026-02-21T09:15:40.9923127Z   Python_ROOT_DIR: /__w/_tool/Python/3.12.12/x64
2026-02-21T09:15:40.9923385Z   Python2_ROOT_DIR: /__w/_tool/Python/3.12.12/x64
2026-02-21T09:15:40.9923927Z   Python3_ROOT_DIR: /__w/_tool/Python/3.12.12/x64
2026-02-21T09:15:40.9924437Z   LD_LIBRARY_PATH: /__w/_tool/Python/3.12.12/x64/lib:/usr/local/cuda/lib64
2026-02-21T09:15:40.9924794Z   UV_PYTHON_INSTALL_DIR: /github/home/.local/share/uv/python
2026-02-21T09:15:40.9925198Z   GITHUB_TOKEN: ***
2026-02-21T09:15:40.9925381Z ##[endgroup]
2026-02-21T09:15:41.0537248Z + python3 /__w/_actions/pytorch/test-infra/main/.github/actions/get-workflow-job-id/../../scripts/get_workflow_job_id.py 22253280836 i-094f68f2a7449fe73-1003
2026-02-21T09:15:42.3675953Z setting job-id=64380330172
2026-02-21T09:15:42.3676397Z setting job-name=run-h100 (rms_norm) / benchmark-cu128-rms_norm-py3.12-h100
2026-02-21T09:15:42.3899604Z ##[group]Run set -eux
2026-02-21T09:15:42.3899818Z set -eux
2026-02-21T09:15:42.3899974Z 
2026-02-21T09:15:42.3900156Z if [[ -n ".venv/bin/activate" ]]; then
2026-02-21T09:15:42.3900411Z   source ".venv/bin/activate"
2026-02-21T09:15:42.3900618Z fi
2026-02-21T09:15:42.3900801Z 
2026-02-21T09:15:42.3901080Z python3 "${GITHUB_ACTION_PATH}/../../scripts/benchmarks/gather_metadata.py" \
2026-02-21T09:15:42.3901472Z   --schema-version "${SCHEMA_VERSION}" \
2026-02-21T09:15:42.3901731Z   --repo "${REPO}" \
2026-02-21T09:15:42.3901960Z   --head-branch "${HEAD_BRANCH}" \
2026-02-21T09:15:42.3902196Z   --head-sha "${HEAD_SHA}" \
2026-02-21T09:15:42.3902429Z   --workflow-id "${WORKFLOW_RUN_ID}" \
2026-02-21T09:15:42.3902695Z   --run-attempt "${RUN_ATTEMPT}" \
2026-02-21T09:15:42.3902924Z   --job-id "${JOB_ID}" \
2026-02-21T09:15:42.3903143Z   --job-name "${JOB_NAME}"
2026-02-21T09:15:42.3903481Z shell: bash --noprofile --norc -e -o pipefail {0}
2026-02-21T09:15:42.3903728Z env:
2026-02-21T09:15:42.3903880Z   HELION_AUTOTUNE_LOG_LEVEL: INFO
2026-02-21T09:15:42.3904295Z   pythonLocation: /__w/_tool/Python/3.12.12/x64
2026-02-21T09:15:42.3904611Z   PKG_CONFIG_PATH: /__w/_tool/Python/3.12.12/x64/lib/pkgconfig
2026-02-21T09:15:42.3904919Z   Python_ROOT_DIR: /__w/_tool/Python/3.12.12/x64
2026-02-21T09:15:42.3905179Z   Python2_ROOT_DIR: /__w/_tool/Python/3.12.12/x64
2026-02-21T09:15:42.3905438Z   Python3_ROOT_DIR: /__w/_tool/Python/3.12.12/x64
2026-02-21T09:15:42.3905753Z   LD_LIBRARY_PATH: /__w/_tool/Python/3.12.12/x64/lib:/usr/local/cuda/lib64
2026-02-21T09:15:42.3906113Z   UV_PYTHON_INSTALL_DIR: /github/home/.local/share/uv/python
2026-02-21T09:15:42.3906381Z   SCHEMA_VERSION: v3
2026-02-21T09:15:42.3906554Z   REPO: pytorch/helion
2026-02-21T09:15:42.3906738Z   HEAD_BRANCH: refs/heads/main
2026-02-21T09:15:42.3906969Z   HEAD_SHA: 874a7d0cadab18218a84ad3579d329dc95c51820
2026-02-21T09:15:42.3907215Z   WORKFLOW_RUN_ID: 22253280836
2026-02-21T09:15:42.3907398Z   RUN_ATTEMPT: 1
2026-02-21T09:15:42.3907547Z   JOB_ID: 64380330172
2026-02-21T09:15:42.3907811Z   JOB_NAME: run-h100 (rms_norm) / benchmark-cu128-rms_norm-py3.12-h100
2026-02-21T09:15:42.3908114Z ##[endgroup]
2026-02-21T09:15:42.4557294Z + [[ -n .venv/bin/activate ]]
2026-02-21T09:15:42.4557697Z + source .venv/bin/activate
2026-02-21T09:15:42.4557939Z ++ '[' -z '' ']'
2026-02-21T09:15:42.4558122Z ++ '[' -n x ']'
2026-02-21T09:15:42.4558325Z ++ SCRIPT_PATH=.venv/bin/activate
2026-02-21T09:15:42.4558698Z ++ '[' .venv/bin/activate = /__w/_temp/9e5005b4-60a4-49d7-9d30-b5ac4d37694c.sh ']'
2026-02-21T09:15:42.4559125Z ++ deactivate nondestructive
2026-02-21T09:15:42.4559360Z ++ unset -f pydoc
2026-02-21T09:15:42.4559543Z ++ '[' -z '' ']'
2026-02-21T09:15:42.4559730Z ++ '[' -z '' ']'
2026-02-21T09:15:42.4559902Z ++ hash -r
2026-02-21T09:15:42.4560065Z ++ '[' -z '' ']'
2026-02-21T09:15:42.4560243Z ++ unset VIRTUAL_ENV
2026-02-21T09:15:42.4560447Z ++ unset VIRTUAL_ENV_PROMPT
2026-02-21T09:15:42.4560694Z ++ '[' '!' nondestructive = nondestructive ']'
2026-02-21T09:15:42.4560990Z ++ VIRTUAL_ENV=/__w/helion/helion/.venv
2026-02-21T09:15:42.4563932Z ++ '[' linux-gnu = cygwin ']'
2026-02-21T09:15:42.4564354Z ++ '[' linux-gnu = msys ']'
2026-02-21T09:15:42.4566774Z ++ export VIRTUAL_ENV
2026-02-21T09:15:42.4567005Z ++ '[' -z '' ']'
2026-02-21T09:15:42.4567200Z ++ unset SCRIPT_PATH
2026-02-21T09:15:42.4568151Z ++ _OLD_VIRTUAL_PATH=/github/home/.local/share/uv/python:/__w/_tool/uv/0.10.4/x86_64:/github/home/.local/bin:/__w/_tool/Python/3.12.12/x64/bin:/__w/_tool/Python/3.12.12/x64:/usr/local/cuda/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin
2026-02-21T09:15:42.4570038Z ++ PATH=/__w/helion/helion/.venv/bin:/github/home/.local/share/uv/python:/__w/_tool/uv/0.10.4/x86_64:/github/home/.local/bin:/__w/_tool/Python/3.12.12/x64/bin:/__w/_tool/Python/3.12.12/x64:/usr/local/cuda/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin
2026-02-21T09:15:42.4571085Z ++ export PATH
2026-02-21T09:15:42.4571268Z ++ '[' xhelion '!=' x ']'
2026-02-21T09:15:42.4571492Z ++ VIRTUAL_ENV_PROMPT=helion
2026-02-21T09:15:42.4571724Z ++ export VIRTUAL_ENV_PROMPT
2026-02-21T09:15:42.4571945Z ++ '[' -z '' ']'
2026-02-21T09:15:42.4572122Z ++ '[' -z '' ']'
2026-02-21T09:15:42.4572307Z ++ _OLD_VIRTUAL_PS1=
2026-02-21T09:15:42.4572500Z ++ PS1='(helion) '
2026-02-21T09:15:42.4572679Z ++ export PS1
2026-02-21T09:15:42.4572855Z ++ alias pydoc
2026-02-21T09:15:42.4573022Z ++ true
2026-02-21T09:15:42.4573186Z ++ hash -r
2026-02-21T09:15:42.4574915Z + python3 /__w/_actions/pytorch/test-infra/main/.github/actions/gather-benchmark-metadata/../../scripts/benchmarks/gather_metadata.py --schema-version v3 --repo pytorch/helion --head-branch refs/heads/main --head-sha 874a7d0cadab18218a84ad3579d329dc95c51820 --workflow-id 22253280836 --run-attempt 1 --job-id 64380330172 --job-name 'run-h100 (rms_norm) / benchmark-cu128-rms_norm-py3.12-h100'
2026-02-21T09:15:42.5039317Z ##[group]Run pytorch/test-infra/.github/actions/gather-runners-info@main
2026-02-21T09:15:42.5039694Z with:
2026-02-21T09:15:42.5039864Z   venv: .venv/bin/activate
2026-02-21T09:15:42.5040049Z env:
2026-02-21T09:15:42.5040202Z   HELION_AUTOTUNE_LOG_LEVEL: INFO
2026-02-21T09:15:42.5040440Z   pythonLocation: /__w/_tool/Python/3.12.12/x64
2026-02-21T09:15:42.5040779Z   PKG_CONFIG_PATH: /__w/_tool/Python/3.12.12/x64/lib/pkgconfig
2026-02-21T09:15:42.5041095Z   Python_ROOT_DIR: /__w/_tool/Python/3.12.12/x64
2026-02-21T09:15:42.5041368Z   Python2_ROOT_DIR: /__w/_tool/Python/3.12.12/x64
2026-02-21T09:15:42.5041629Z   Python3_ROOT_DIR: /__w/_tool/Python/3.12.12/x64
2026-02-21T09:15:42.5041947Z   LD_LIBRARY_PATH: /__w/_tool/Python/3.12.12/x64/lib:/usr/local/cuda/lib64
2026-02-21T09:15:42.5042309Z   UV_PYTHON_INSTALL_DIR: /github/home/.local/share/uv/python
2026-02-21T09:15:42.5042571Z ##[endgroup]
2026-02-21T09:15:42.5074550Z ##[group]Run set -eux
2026-02-21T09:15:42.5074807Z set -eux
2026-02-21T09:15:42.5074959Z 
2026-02-21T09:15:42.5075126Z if command -v nvidia-smi; then
2026-02-21T09:15:42.5075348Z   DEVICE_NAME=cuda
2026-02-21T09:15:42.5075535Z   nvidia-smi
2026-02-21T09:15:42.5075717Z elif command -v rocm-smi; then
2026-02-21T09:15:42.5075936Z   DEVICE_NAME=rocm
2026-02-21T09:15:42.5076343Z   rocm-smi
2026-02-21T09:15:42.5076521Z elif command -v hl-smi; then
2026-02-21T09:15:42.5076738Z   DEVICE_NAME=hpu
2026-02-21T09:15:42.5076914Z   hl-smi
2026-02-21T09:15:42.5077065Z else
2026-02-21T09:15:42.5077216Z   arch=$(uname -m)
2026-02-21T09:15:42.5077394Z 
2026-02-21T09:15:42.5077535Z   case "$arch" in
2026-02-21T09:15:42.5077719Z     aarch64|arm64)
2026-02-21T09:15:42.5077912Z       DEVICE_NAME=arm64-cpu
2026-02-21T09:15:42.5078120Z       ;;
2026-02-21T09:15:42.5078263Z     *)
2026-02-21T09:15:42.5078431Z       DEVICE_NAME=cpu
2026-02-21T09:15:42.5078622Z       ;;
2026-02-21T09:15:42.5078766Z   esac
2026-02-21T09:15:42.5078914Z   lscpu
2026-02-21T09:15:42.5079061Z fi
2026-02-21T09:15:42.5079278Z echo "DEVICE_NAME=$DEVICE_NAME" >> $GITHUB_ENV
2026-02-21T09:15:42.5079650Z shell: bash --noprofile --norc -e -o pipefail {0}
2026-02-21T09:15:42.5079897Z env:
2026-02-21T09:15:42.5080046Z   HELION_AUTOTUNE_LOG_LEVEL: INFO
2026-02-21T09:15:42.5080294Z   pythonLocation: /__w/_tool/Python/3.12.12/x64
2026-02-21T09:15:42.5080600Z   PKG_CONFIG_PATH: /__w/_tool/Python/3.12.12/x64/lib/pkgconfig
2026-02-21T09:15:42.5080897Z   Python_ROOT_DIR: /__w/_tool/Python/3.12.12/x64
2026-02-21T09:15:42.5081160Z   Python2_ROOT_DIR: /__w/_tool/Python/3.12.12/x64
2026-02-21T09:15:42.5081419Z   Python3_ROOT_DIR: /__w/_tool/Python/3.12.12/x64
2026-02-21T09:15:42.5081736Z   LD_LIBRARY_PATH: /__w/_tool/Python/3.12.12/x64/lib:/usr/local/cuda/lib64
2026-02-21T09:15:42.5082105Z   UV_PYTHON_INSTALL_DIR: /github/home/.local/share/uv/python
2026-02-21T09:15:42.5082378Z ##[endgroup]
2026-02-21T09:15:42.5712267Z + command -v nvidia-smi
2026-02-21T09:15:42.5712658Z /usr/bin/nvidia-smi
2026-02-21T09:15:42.5712903Z + DEVICE_NAME=cuda
2026-02-21T09:15:42.5713124Z + nvidia-smi
2026-02-21T09:15:42.5905062Z Sat Feb 21 09:15:42 2026       
2026-02-21T09:15:42.5905606Z +-----------------------------------------------------------------------------------------+
2026-02-21T09:15:42.5906226Z | NVIDIA-SMI 580.95.05              Driver Version: 580.95.05      CUDA Version: 13.0     |
2026-02-21T09:15:42.5906797Z +-----------------------------------------+------------------------+----------------------+
2026-02-21T09:15:42.5907372Z | GPU  Name                 Persistence-M | Bus-Id          Disp.A | Volatile Uncorr. ECC |
2026-02-21T09:15:42.5907956Z | Fan  Temp   Perf          Pwr:Usage/Cap |           Memory-Usage | GPU-Util  Compute M. |
2026-02-21T09:15:42.5908809Z |                                         |                        |               MIG M. |
2026-02-21T09:15:42.5909227Z |=========================================+========================+======================|
2026-02-21T09:15:42.6131405Z |   0  NVIDIA H100 80GB HBM3          On  |   00000000:75:00.0 Off |                    0 |
2026-02-21T09:15:42.6131938Z | N/A   32C    P0            113W /  500W |       0MiB /  81559MiB |      0%      Default |
2026-02-21T09:15:42.6132380Z |                                         |                        |             Disabled |
2026-02-21T09:15:42.6132801Z +-----------------------------------------+------------------------+----------------------+
2026-02-21T09:15:42.6135478Z 
2026-02-21T09:15:42.6135857Z +-----------------------------------------------------------------------------------------+
2026-02-21T09:15:42.6136406Z | Processes:                                                                              |
2026-02-21T09:15:42.6136940Z |  GPU   GI   CI              PID   Type   Process name                        GPU Memory |
2026-02-21T09:15:42.6137434Z |        ID   ID                                                               Usage      |
2026-02-21T09:15:42.6137834Z |=========================================================================================|
2026-02-21T09:15:42.6142250Z |  No running processes found                                                             |
2026-02-21T09:15:42.6143173Z +-----------------------------------------------------------------------------------------+
2026-02-21T09:15:42.6915937Z + echo DEVICE_NAME=cuda
2026-02-21T09:15:42.6966638Z ##[group]Run set -eux
2026-02-21T09:15:42.6966877Z set -eux
2026-02-21T09:15:42.6967030Z 
2026-02-21T09:15:42.6967208Z if [[ "${DEVICE_NAME}" == "cuda" ]]; then
2026-02-21T09:15:42.6967491Z   # Return the same device name as PyTorch
2026-02-21T09:15:42.6967861Z   DEVICE_TYPE=$(nvidia-smi -i 0 --query-gpu=name --format=csv,noheader)
2026-02-21T09:15:42.6968261Z elif [[ "${DEVICE_NAME}" == "rocm" ]]; then
2026-02-21T09:15:42.6968675Z   DEVICE_TYPE=$(rocminfo | grep "Marketing Name" | tail -n1 | awk -F':' '{print $2}' | xargs)
2026-02-21T09:15:42.6969114Z elif [[ "${DEVICE_NAME}" == "hpu" ]]; then
2026-02-21T09:15:42.6969586Z   DEVICE_TYPE="Intel Gaudi3 "$(hl-smi -q | grep "Product Name" | head -n 1 | awk -F ':' '{print $2}' | sed 's/^ *//')
2026-02-21T09:15:42.6970156Z elif [[ "${DEVICE_NAME}" == "cpu" ]]; then
2026-02-21T09:15:42.6971060Z   DEVICE_TYPE="$(lscpu | grep "Model name" | sed -E 's/.*Model name:[[:space:]]*//; s/Intel\(R\)//g; s/\(R\)//g; s/\(TM\)//g; s/CPU//g; s/Processor//g; s/[[:space:]]+/ /g; s/^ //; s/ $//; s/ /_/g')_$(awk -F: '/Core\(s\) per socket/ {c=$2} /Socket\(s\)/ {s=$2} END {gsub(/ /,"",c); gsub(/ /,"",s); printf "%sc", c*s}' < <(lscpu))"
2026-02-21T09:15:42.6971994Z elif [[ "${DEVICE_NAME}" == "arm64-cpu" ]]; then
2026-02-21T09:15:42.6972412Z   DEVICE_TYPE=$(lscpu | grep 'Vendor ID' | cut -f 2 -d ":" | awk '{$1=$1}1' | cut -f 2 -d " ")
2026-02-21T09:15:42.6972791Z fi
2026-02-21T09:15:42.6972988Z echo "DEVICE_TYPE=$DEVICE_TYPE" >> $GITHUB_ENV
2026-02-21T09:15:42.6973451Z shell: bash --noprofile --norc -e -o pipefail {0}
2026-02-21T09:15:42.6973714Z env:
2026-02-21T09:15:42.6973890Z   HELION_AUTOTUNE_LOG_LEVEL: INFO
2026-02-21T09:15:42.6974283Z   pythonLocation: /__w/_tool/Python/3.12.12/x64
2026-02-21T09:15:42.6974625Z   PKG_CONFIG_PATH: /__w/_tool/Python/3.12.12/x64/lib/pkgconfig
2026-02-21T09:15:42.6974929Z   Python_ROOT_DIR: /__w/_tool/Python/3.12.12/x64
2026-02-21T09:15:42.6975209Z   Python2_ROOT_DIR: /__w/_tool/Python/3.12.12/x64
2026-02-21T09:15:42.6975478Z   Python3_ROOT_DIR: /__w/_tool/Python/3.12.12/x64
2026-02-21T09:15:42.6975803Z   LD_LIBRARY_PATH: /__w/_tool/Python/3.12.12/x64/lib:/usr/local/cuda/lib64
2026-02-21T09:15:42.6976182Z   UV_PYTHON_INSTALL_DIR: /github/home/.local/share/uv/python
2026-02-21T09:15:42.6976721Z   DEVICE_NAME: cuda
2026-02-21T09:15:42.6976922Z ##[endgroup]
2026-02-21T09:15:42.7617868Z + [[ cuda == \c\u\d\a ]]
2026-02-21T09:15:42.7621474Z ++ nvidia-smi -i 0 --query-gpu=name --format=csv,noheader
2026-02-21T09:15:42.7848542Z + DEVICE_TYPE='NVIDIA H100 80GB HBM3'
2026-02-21T09:15:42.7848851Z + echo 'DEVICE_TYPE=NVIDIA H100 80GB HBM3'
2026-02-21T09:15:42.7893475Z ##[group]Run set -eux
2026-02-21T09:15:42.7893702Z set -eux
2026-02-21T09:15:42.7893873Z 
2026-02-21T09:15:42.7894254Z if [[ -n ".venv/bin/activate" ]]; then
2026-02-21T09:15:42.7894530Z   source ".venv/bin/activate"
2026-02-21T09:15:42.7894758Z fi
2026-02-21T09:15:42.7894903Z 
2026-02-21T09:15:42.7895172Z python3 -mpip install psutil==7.0.0 nvidia-ml-py==13.580.82
2026-02-21T09:15:42.7895668Z python3 "${GITHUB_ACTION_PATH}/../../scripts/benchmarks/gather_runners_info.py"
2026-02-21T09:15:42.7896147Z shell: bash --noprofile --norc -e -o pipefail {0}
2026-02-21T09:15:42.7896416Z env:
2026-02-21T09:15:42.7896574Z   HELION_AUTOTUNE_LOG_LEVEL: INFO
2026-02-21T09:15:42.7896824Z   pythonLocation: /__w/_tool/Python/3.12.12/x64
2026-02-21T09:15:42.7897127Z   PKG_CONFIG_PATH: /__w/_tool/Python/3.12.12/x64/lib/pkgconfig
2026-02-21T09:15:42.7897432Z   Python_ROOT_DIR: /__w/_tool/Python/3.12.12/x64
2026-02-21T09:15:42.7897968Z   Python2_ROOT_DIR: /__w/_tool/Python/3.12.12/x64
2026-02-21T09:15:42.7898243Z   Python3_ROOT_DIR: /__w/_tool/Python/3.12.12/x64
2026-02-21T09:15:42.7898578Z   LD_LIBRARY_PATH: /__w/_tool/Python/3.12.12/x64/lib:/usr/local/cuda/lib64
2026-02-21T09:15:42.7898954Z   UV_PYTHON_INSTALL_DIR: /github/home/.local/share/uv/python
2026-02-21T09:15:42.7899243Z   DEVICE_NAME: cuda
2026-02-21T09:15:42.7899423Z   DEVICE_TYPE: NVIDIA H100 80GB HBM3
2026-02-21T09:15:42.7899641Z ##[endgroup]
2026-02-21T09:15:42.8547243Z + [[ -n .venv/bin/activate ]]
2026-02-21T09:15:42.8547544Z + source .venv/bin/activate
2026-02-21T09:15:42.8547789Z ++ '[' -z '' ']'
2026-02-21T09:15:42.8548000Z ++ '[' -n x ']'
2026-02-21T09:15:42.8548208Z ++ SCRIPT_PATH=.venv/bin/activate
2026-02-21T09:15:42.8548580Z ++ '[' .venv/bin/activate = /__w/_temp/0e633284-5706-465c-ab57-1e88cb720cd3.sh ']'
2026-02-21T09:15:42.8549007Z ++ deactivate nondestructive
2026-02-21T09:15:42.8549241Z ++ unset -f pydoc
2026-02-21T09:15:42.8549438Z ++ '[' -z '' ']'
2026-02-21T09:15:42.8549635Z ++ '[' -z '' ']'
2026-02-21T09:15:42.8549815Z ++ hash -r
2026-02-21T09:15:42.8549978Z ++ '[' -z '' ']'
2026-02-21T09:15:42.8550167Z ++ unset VIRTUAL_ENV
2026-02-21T09:15:42.8550384Z ++ unset VIRTUAL_ENV_PROMPT
2026-02-21T09:15:42.8550636Z ++ '[' '!' nondestructive = nondestructive ']'
2026-02-21T09:15:42.8550940Z ++ VIRTUAL_ENV=/__w/helion/helion/.venv
2026-02-21T09:15:42.8553337Z ++ '[' linux-gnu = cygwin ']'
2026-02-21T09:15:42.8553596Z ++ '[' linux-gnu = msys ']'
2026-02-21T09:15:42.8555409Z ++ export VIRTUAL_ENV
2026-02-21T09:15:42.8555638Z ++ '[' -z '' ']'
2026-02-21T09:15:42.8555827Z ++ unset SCRIPT_PATH
2026-02-21T09:15:42.8556793Z ++ _OLD_VIRTUAL_PATH=/github/home/.local/share/uv/python:/__w/_tool/uv/0.10.4/x86_64:/github/home/.local/bin:/__w/_tool/Python/3.12.12/x64/bin:/__w/_tool/Python/3.12.12/x64:/usr/local/cuda/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin
2026-02-21T09:15:42.8558604Z ++ PATH=/__w/helion/helion/.venv/bin:/github/home/.local/share/uv/python:/__w/_tool/uv/0.10.4/x86_64:/github/home/.local/bin:/__w/_tool/Python/3.12.12/x64/bin:/__w/_tool/Python/3.12.12/x64:/usr/local/cuda/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin
2026-02-21T09:15:42.8559653Z ++ export PATH
2026-02-21T09:15:42.8559837Z ++ '[' xhelion '!=' x ']'
2026-02-21T09:15:42.8560078Z ++ VIRTUAL_ENV_PROMPT=helion
2026-02-21T09:15:42.8560312Z ++ export VIRTUAL_ENV_PROMPT
2026-02-21T09:15:42.8560532Z ++ '[' -z '' ']'
2026-02-21T09:15:42.8560711Z ++ '[' -z '' ']'
2026-02-21T09:15:42.8560892Z ++ _OLD_VIRTUAL_PS1=
2026-02-21T09:15:42.8561081Z ++ PS1='(helion) '
2026-02-21T09:15:42.8561266Z ++ export PS1
2026-02-21T09:15:42.8561771Z ++ alias pydoc
2026-02-21T09:15:42.8561958Z ++ true
2026-02-21T09:15:42.8562122Z ++ hash -r
2026-02-21T09:15:42.8562375Z + python3 -mpip install psutil==7.0.0 nvidia-ml-py==13.580.82
2026-02-21T09:15:43.7377763Z Collecting psutil==7.0.0
2026-02-21T09:15:43.8088780Z   Downloading psutil-7.0.0-cp36-abi3-manylinux_2_12_x86_64.manylinux2010_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (22 kB)
2026-02-21T09:15:43.8478934Z Collecting nvidia-ml-py==13.580.82
2026-02-21T09:15:43.8591847Z   Downloading nvidia_ml_py-13.580.82-py3-none-any.whl.metadata (9.6 kB)
2026-02-21T09:15:43.8818037Z Downloading psutil-7.0.0-cp36-abi3-manylinux_2_12_x86_64.manylinux2010_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl (277 kB)
2026-02-21T09:15:43.9264664Z Downloading nvidia_ml_py-13.580.82-py3-none-any.whl (49 kB)
2026-02-21T09:15:44.0592885Z Installing collected packages: nvidia-ml-py, psutil
2026-02-21T09:15:44.0599383Z   Attempting uninstall: nvidia-ml-py
2026-02-21T09:15:44.0618655Z     Found existing installation: nvidia-ml-py 13.590.48
2026-02-21T09:15:44.0637067Z     Uninstalling nvidia-ml-py-13.590.48:
2026-02-21T09:15:44.1738072Z       Successfully uninstalled nvidia-ml-py-13.590.48
2026-02-21T09:15:44.2363049Z   Attempting uninstall: psutil
2026-02-21T09:15:44.2410039Z     Found existing installation: psutil 7.2.2
2026-02-21T09:15:44.2433530Z     Uninstalling psutil-7.2.2:
2026-02-21T09:15:44.2440598Z       Successfully uninstalled psutil-7.2.2
2026-02-21T09:15:44.4006846Z 
2026-02-21T09:15:44.4061977Z Successfully installed nvidia-ml-py-13.580.82 psutil-7.0.0
2026-02-21T09:15:44.5627485Z + python3 /__w/_actions/pytorch/test-infra/main/.github/actions/gather-runners-info/../../scripts/benchmarks/gather_runners_info.py
2026-02-21T09:15:46.6492990Z ##[group]Run pytorch/test-infra/.github/actions/gather-dependencies@main
2026-02-21T09:15:46.6493371Z with:
2026-02-21T09:15:46.6493535Z   venv: .venv/bin/activate
2026-02-21T09:15:46.6493710Z env:
2026-02-21T09:15:46.6493862Z   HELION_AUTOTUNE_LOG_LEVEL: INFO
2026-02-21T09:15:46.6494258Z   pythonLocation: /__w/_tool/Python/3.12.12/x64
2026-02-21T09:15:46.6494578Z   PKG_CONFIG_PATH: /__w/_tool/Python/3.12.12/x64/lib/pkgconfig
2026-02-21T09:15:46.6494879Z   Python_ROOT_DIR: /__w/_tool/Python/3.12.12/x64
2026-02-21T09:15:46.6495164Z   Python2_ROOT_DIR: /__w/_tool/Python/3.12.12/x64
2026-02-21T09:15:46.6495459Z   Python3_ROOT_DIR: /__w/_tool/Python/3.12.12/x64
2026-02-21T09:15:46.6495771Z   LD_LIBRARY_PATH: /__w/_tool/Python/3.12.12/x64/lib:/usr/local/cuda/lib64
2026-02-21T09:15:46.6496135Z   UV_PYTHON_INSTALL_DIR: /github/home/.local/share/uv/python
2026-02-21T09:15:46.6496403Z   DEVICE_NAME: cuda
2026-02-21T09:15:46.6496573Z   DEVICE_TYPE: NVIDIA H100 80GB HBM3
2026-02-21T09:15:46.6496800Z ##[endgroup]
2026-02-21T09:15:46.6509531Z ##[group]Run set -eux
2026-02-21T09:15:46.6509735Z set -eux
2026-02-21T09:15:46.6509892Z 
2026-02-21T09:15:46.6510073Z # TODO (huydhn): Implement this part
2026-02-21T09:15:46.6510355Z echo "dependencies={}" >> "${GITHUB_OUTPUT}"
2026-02-21T09:15:46.6510718Z shell: bash --noprofile --norc -e -o pipefail {0}
2026-02-21T09:15:46.6510953Z env:
2026-02-21T09:15:46.6511106Z   HELION_AUTOTUNE_LOG_LEVEL: INFO
2026-02-21T09:15:46.6511340Z   pythonLocation: /__w/_tool/Python/3.12.12/x64
2026-02-21T09:15:46.6511655Z   PKG_CONFIG_PATH: /__w/_tool/Python/3.12.12/x64/lib/pkgconfig
2026-02-21T09:15:46.6511975Z   Python_ROOT_DIR: /__w/_tool/Python/3.12.12/x64
2026-02-21T09:15:46.6512234Z   Python2_ROOT_DIR: /__w/_tool/Python/3.12.12/x64
2026-02-21T09:15:46.6512502Z   Python3_ROOT_DIR: /__w/_tool/Python/3.12.12/x64
2026-02-21T09:15:46.6512831Z   LD_LIBRARY_PATH: /__w/_tool/Python/3.12.12/x64/lib:/usr/local/cuda/lib64
2026-02-21T09:15:46.6513211Z   UV_PYTHON_INSTALL_DIR: /github/home/.local/share/uv/python
2026-02-21T09:15:46.6513479Z   DEVICE_NAME: cuda
2026-02-21T09:15:46.6513657Z   DEVICE_TYPE: NVIDIA H100 80GB HBM3
2026-02-21T09:15:46.6513858Z ##[endgroup]
2026-02-21T09:15:46.7244757Z + echo 'dependencies={}'
2026-02-21T09:15:46.7315508Z ##[group]Run actions/upload-artifact@v6
2026-02-21T09:15:46.7315784Z with:
2026-02-21T09:15:46.7315963Z   name: benchmark-results-h100-rms_norm
2026-02-21T09:15:46.7316218Z   path: test/test-reports
2026-02-21T09:15:46.7316420Z   if-no-files-found: warn
2026-02-21T09:15:46.7316607Z   compression-level: 6
2026-02-21T09:15:46.7316803Z   overwrite: false
2026-02-21T09:15:46.7316984Z   include-hidden-files: false
2026-02-21T09:15:46.7317176Z env:
2026-02-21T09:15:46.7317328Z   HELION_AUTOTUNE_LOG_LEVEL: INFO
2026-02-21T09:15:46.7317562Z   pythonLocation: /__w/_tool/Python/3.12.12/x64
2026-02-21T09:15:46.7317889Z   PKG_CONFIG_PATH: /__w/_tool/Python/3.12.12/x64/lib/pkgconfig
2026-02-21T09:15:46.7318210Z   Python_ROOT_DIR: /__w/_tool/Python/3.12.12/x64
2026-02-21T09:15:46.7318479Z   Python2_ROOT_DIR: /__w/_tool/Python/3.12.12/x64
2026-02-21T09:15:46.7318743Z   Python3_ROOT_DIR: /__w/_tool/Python/3.12.12/x64
2026-02-21T09:15:46.7319088Z   LD_LIBRARY_PATH: /__w/_tool/Python/3.12.12/x64/lib:/usr/local/cuda/lib64
2026-02-21T09:15:46.7319458Z   UV_PYTHON_INSTALL_DIR: /github/home/.local/share/uv/python
2026-02-21T09:15:46.7319735Z   DEVICE_NAME: cuda
2026-02-21T09:15:46.7319904Z   DEVICE_TYPE: NVIDIA H100 80GB HBM3
2026-02-21T09:15:46.7320115Z ##[endgroup]
2026-02-21T09:15:46.7322863Z ##[command]/usr/bin/docker exec  c809f96c0a43d92850ecd59b0c419fc296be01d2ebbe773b8565a6dba17019d0 sh -c "cat /etc/*release | grep ^ID"
2026-02-21T09:15:47.0200191Z With the provided path, there will be 1 file uploaded
2026-02-21T09:15:47.0204876Z Artifact name is valid!
2026-02-21T09:15:47.0205642Z Root directory input is valid!
2026-02-21T09:15:47.1154227Z Beginning upload of artifact content to blob storage
2026-02-21T09:15:47.2305697Z Uploaded bytes 617
2026-02-21T09:15:47.2609745Z Finished uploading artifact content to blob storage!
2026-02-21T09:15:47.2610663Z SHA256 digest of uploaded artifact zip is f18ccfdbc2980d8e57ed40c6957ae96d89139de2f5958f85b432d96a05d936e8
2026-02-21T09:15:47.2612279Z Finalizing artifact upload
2026-02-21T09:15:47.3782737Z Artifact benchmark-results-h100-rms_norm.zip successfully finalized. Artifact ID 5600606311
2026-02-21T09:15:47.3783598Z Artifact benchmark-results-h100-rms_norm has been successfully uploaded! Final size is 617 bytes. Artifact ID is 5600606311
2026-02-21T09:15:47.3787055Z Artifact download URL: https://github.com/pytorch/helion/actions/runs/22253280836/artifacts/5600606311
2026-02-21T09:15:47.4001704Z Post job cleanup.
2026-02-21T09:15:47.4006664Z ##[command]/usr/bin/docker exec  c809f96c0a43d92850ecd59b0c419fc296be01d2ebbe773b8565a6dba17019d0 sh -c "cat /etc/*release | grep ^ID"
2026-02-21T09:15:47.6589917Z UV_PYTHON_INSTALL_DIR is already set to /github/home/.local/share/uv/python
2026-02-21T09:15:47.6593117Z (node:106786) [DEP0040] DeprecationWarning: The `punycode` module is deprecated. Please use a userland alternative instead.
2026-02-21T09:15:47.6593804Z (Use `node --trace-deprecation ...` to show where the warning was created)
2026-02-21T09:15:47.6760363Z Post job cleanup.
2026-02-21T09:15:47.6763758Z ##[command]/usr/bin/docker exec  c809f96c0a43d92850ecd59b0c419fc296be01d2ebbe773b8565a6dba17019d0 sh -c "cat /etc/*release | grep ^ID"
2026-02-21T09:15:47.9323798Z Post job cleanup.
2026-02-21T09:15:47.9327889Z ##[command]/usr/bin/docker exec  c809f96c0a43d92850ecd59b0c419fc296be01d2ebbe773b8565a6dba17019d0 sh -c "cat /etc/*release | grep ^ID"
2026-02-21T09:15:48.1421535Z [command]/usr/bin/git version
2026-02-21T09:15:48.1490623Z git version 2.43.0
2026-02-21T09:15:48.1525010Z Temporarily overriding HOME='/__w/_temp/38601333-3450-439c-8956-ca298f9c5455' before making global git config changes
2026-02-21T09:15:48.1525733Z Adding repository directory to the temporary git global config as a safe directory
2026-02-21T09:15:48.1529489Z [command]/usr/bin/git config --global --add safe.directory /__w/helion/helion
2026-02-21T09:15:48.1561397Z Removing SSH command configuration
2026-02-21T09:15:48.1566535Z [command]/usr/bin/git config --local --name-only --get-regexp core\.sshCommand
2026-02-21T09:15:48.1600387Z [command]/usr/bin/git submodule foreach --recursive sh -c "git config --local --name-only --get-regexp 'core\.sshCommand' && git config --local --unset-all 'core.sshCommand' || :"
2026-02-21T09:15:48.1901720Z Removing HTTP extra header
2026-02-21T09:15:48.1905382Z [command]/usr/bin/git config --local --name-only --get-regexp http\.https\:\/\/github\.com\/\.extraheader
2026-02-21T09:15:48.1937529Z [command]/usr/bin/git submodule foreach --recursive sh -c "git config --local --name-only --get-regexp 'http\.https\:\/\/github\.com\/\.extraheader' && git config --local --unset-all 'http.https://github.com/.extraheader' || :"
2026-02-21T09:15:48.2219679Z Removing includeIf entries pointing to credentials config files
2026-02-21T09:15:48.2223587Z [command]/usr/bin/git config --local --name-only --get-regexp ^includeIf\.gitdir:
2026-02-21T09:15:48.2248620Z includeif.gitdir:/__w/helion/helion/.git.path
2026-02-21T09:15:48.2249026Z includeif.gitdir:/__w/helion/helion/.git/worktrees/*.path
2026-02-21T09:15:48.2249417Z includeif.gitdir:/github/workspace/.git.path
2026-02-21T09:15:48.2249762Z includeif.gitdir:/github/workspace/.git/worktrees/*.path
2026-02-21T09:15:48.2258458Z [command]/usr/bin/git config --local --get-all includeif.gitdir:/__w/helion/helion/.git.path
2026-02-21T09:15:48.2282487Z /__w/_temp/git-credentials-63bdcb20-59cc-4e34-83f8-190479374786.config
2026-02-21T09:15:48.2290487Z [command]/usr/bin/git config --local --unset includeif.gitdir:/__w/helion/helion/.git.path /__w/_temp/git-credentials-63bdcb20-59cc-4e34-83f8-190479374786.config
2026-02-21T09:15:48.2323893Z [command]/usr/bin/git config --local --get-all includeif.gitdir:/__w/helion/helion/.git/worktrees/*.path
2026-02-21T09:15:48.2347626Z /__w/_temp/git-credentials-63bdcb20-59cc-4e34-83f8-190479374786.config
2026-02-21T09:15:48.2356084Z [command]/usr/bin/git config --local --unset includeif.gitdir:/__w/helion/helion/.git/worktrees/*.path /__w/_temp/git-credentials-63bdcb20-59cc-4e34-83f8-190479374786.config
2026-02-21T09:15:48.2389720Z [command]/usr/bin/git config --local --get-all includeif.gitdir:/github/workspace/.git.path
2026-02-21T09:15:48.2413907Z /github/runner_temp/git-credentials-63bdcb20-59cc-4e34-83f8-190479374786.config
2026-02-21T09:15:48.2420418Z [command]/usr/bin/git config --local --unset includeif.gitdir:/github/workspace/.git.path /github/runner_temp/git-credentials-63bdcb20-59cc-4e34-83f8-190479374786.config
2026-02-21T09:15:48.2452719Z [command]/usr/bin/git config --local --get-all includeif.gitdir:/github/workspace/.git/worktrees/*.path
2026-02-21T09:15:48.2475943Z /github/runner_temp/git-credentials-63bdcb20-59cc-4e34-83f8-190479374786.config
2026-02-21T09:15:48.2482869Z [command]/usr/bin/git config --local --unset includeif.gitdir:/github/workspace/.git/worktrees/*.path /github/runner_temp/git-credentials-63bdcb20-59cc-4e34-83f8-190479374786.config
2026-02-21T09:15:48.2517734Z [command]/usr/bin/git submodule foreach --recursive git config --local --show-origin --name-only --get-regexp remote.origin.url
2026-02-21T09:15:48.2798062Z Removing credentials config '/__w/_temp/git-credentials-63bdcb20-59cc-4e34-83f8-190479374786.config'
2026-02-21T09:15:48.2943551Z Stop and remove container: 78ad9c03ab7a4aa6a9fe5c64b7806d5b_nvidiacuda1281develubuntu2404_5ba6b1
2026-02-21T09:15:48.2948012Z ##[command]/usr/bin/docker rm --force c809f96c0a43d92850ecd59b0c419fc296be01d2ebbe773b8565a6dba17019d0
2026-02-21T09:15:51.1241462Z c809f96c0a43d92850ecd59b0c419fc296be01d2ebbe773b8565a6dba17019d0
2026-02-21T09:15:51.1279541Z Remove container network: github_network_701962a8430949c5aee3019fff0144bb
2026-02-21T09:15:51.1284841Z ##[command]/usr/bin/docker network rm github_network_701962a8430949c5aee3019fff0144bb
2026-02-21T09:15:51.3924798Z github_network_701962a8430949c5aee3019fff0144bb
2026-02-21T09:15:51.3982746Z Evaluate and set job outputs
2026-02-21T09:15:51.3988246Z Set output 'benchmark-metadata'
2026-02-21T09:15:51.3990406Z Set output 'runners-info'
2026-02-21T09:15:51.3991060Z Set output 'dependencies'
2026-02-21T09:15:51.3991701Z Cleaning up orphan processes