mlcommons / inference

Reference implementations of MLPerf™ inference benchmarks
https://mlcommons.org/en/groups/inference
Apache License 2.0
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error #1710

Open sunpian1 opened 1 month ago

sunpian1 commented 1 month ago

(mlperf) susie.sun@yizhu-R5300-G5:~$ cmr "run mobilenet-models _tflite _accuracy-only" \

--adr.compiler.tags=gcc \ --results_dir=$HOME/mobilenet_results

Path to Python: /home/susie.sun/anaconda3/envs/mlperf/bin/python3 Python version: 3.10.0

Path to the MLPerf inference benchmark configuration file: /home/susie.sun/CM/repos/local/cache/2c8c91d452654dd5/inference/mlperf.conf Path to MLPerf inference benchmark sources: /home/susie.sun/CM/repos/local/cache/2c8c91d452654dd5/inference

Path to the MLPerf inference benchmark configuration file: /home/susie.sun/CM/repos/local/cache/2c8c91d452654dd5/inference/mlperf.conf Path to MLPerf inference benchmark sources: /home/susie.sun/CM/repos/local/cache/2c8c91d452654dd5/inference

     ! call "postprocess" from /home/susie.sun/CM/repos/mlcommons@cm4mlops/script/get-mlperf-inference-utils/customize.py

Using MLCommons Inference source from /home/susie.sun/CM/repos/local/cache/2c8c91d452654dd5/inference

Running loadgen scenario: SingleStream and mode: accuracy

Path to Python: /home/susie.sun/anaconda3/envs/mlperf/bin/python3 Python version: 3.10.0

Path to the MLPerf inference benchmark configuration file: /home/susie.sun/CM/repos/local/cache/2c8c91d452654dd5/inference/mlperf.conf Path to MLPerf inference benchmark sources: /home/susie.sun/CM/repos/local/cache/2c8c91d452654dd5/inference

Path to the MLPerf inference benchmark configuration file: /home/susie.sun/CM/repos/local/cache/2c8c91d452654dd5/inference/mlperf.conf Path to MLPerf inference benchmark sources: /home/susie.sun/CM/repos/local/cache/2c8c91d452654dd5/inference

     ! call "postprocess" from /home/susie.sun/CM/repos/mlcommons@cm4mlops/script/get-mlperf-inference-utils/customize.py

Path to the tool: /home/susie.sun/CM/repos/local/cache/782950bcd3fd474c/install

* cm run script "get mlcommons inference src"
     ! load /home/susie.sun/CM/repos/local/cache/c6ee028bd2a34c49/cm-cached-state.json

Path to the MLPerf inference benchmark configuration file: /home/susie.sun/CM/repos/local/cache/2c8c91d452654dd5/inference/mlperf.conf Path to MLPerf inference benchmark sources: /home/susie.sun/CM/repos/local/cache/2c8c91d452654dd5/inference

* cm run script "get ml-model mobilenet raw _tflite _v1 _resolution-224 _multiplier-1.0 _fp32"

Downloading from http://download.tensorflow.org/models/mobilenet_v1_2018_08_02/mobilenet_v1_1.0_224.tgz Downloading to /home/susie.sun/CM/repos/local/cache/78749b76f6ee4674/mobilenet_v1_1.0_224.tgz

Downloaded: 100% ./ ./mobilenet_v1_1.0_224.tflite ./mobilenet_v1_1.0_224.ckpt.meta ./mobilenet_v1_1.0_224.ckpt.index ./mobilenet_v1_1.0_224.ckpt.data-00000-of-00001 ./mobilenet_v1_1.0_224_info.txt ./mobilenet_v1_1.0_224_frozen.pb ./mobilenet_v1_1.0_224_eval.pbtxt

Path to the ML model: /home/susie.sun/CM/repos/local/cache/78749b76f6ee4674/mobilenet_v1_1.0_224.tflite

* cm run script "get tensorflow lib _tflite"

  * cm run script "detect cpu"

    * cm run script "detect os"
           ! cd /home/susie.sun/CM/repos/local/cache/441bbe5c385e4ad8
           ! call /home/susie.sun/CM/repos/mlcommons@cm4mlops/script/detect-os/run.sh from tmp-run.sh
           ! call "postprocess" from /home/susie.sun/CM/repos/mlcommons@cm4mlops/script/detect-os/customize.py
         ! cd /home/susie.sun/CM/repos/local/cache/441bbe5c385e4ad8
         ! call /home/susie.sun/CM/repos/mlcommons@cm4mlops/script/detect-cpu/run.sh from tmp-run.sh
         ! call "postprocess" from /home/susie.sun/CM/repos/mlcommons@cm4mlops/script/detect-cpu/customize.py

  * cm run script "detect os"
         ! cd /home/susie.sun/CM/repos/local/cache/441bbe5c385e4ad8
         ! call /home/susie.sun/CM/repos/mlcommons@cm4mlops/script/detect-os/run.sh from tmp-run.sh
         ! call "postprocess" from /home/susie.sun/CM/repos/mlcommons@cm4mlops/script/detect-os/customize.py

  * cm run script "get generic-python-lib _package.numpy"

    * cm run script "detect os"
           ! cd /home/susie.sun/CM/repos/local/cache/03dffa34cbdc4857
           ! call /home/susie.sun/CM/repos/mlcommons@cm4mlops/script/detect-os/run.sh from tmp-run.sh
           ! call "postprocess" from /home/susie.sun/CM/repos/mlcommons@cm4mlops/script/detect-os/customize.py

    * cm run script "detect cpu"

      * cm run script "detect os"
             ! cd /home/susie.sun/CM/repos/local/cache/03dffa34cbdc4857
             ! call /home/susie.sun/CM/repos/mlcommons@cm4mlops/script/detect-os/run.sh from tmp-run.sh
             ! call "postprocess" from /home/susie.sun/CM/repos/mlcommons@cm4mlops/script/detect-os/customize.py
           ! cd /home/susie.sun/CM/repos/local/cache/03dffa34cbdc4857
           ! call /home/susie.sun/CM/repos/mlcommons@cm4mlops/script/detect-cpu/run.sh from tmp-run.sh
           ! call "postprocess" from /home/susie.sun/CM/repos/mlcommons@cm4mlops/script/detect-cpu/customize.py

    * cm run script "get python3"
         ! load /home/susie.sun/CM/repos/local/cache/38444f88746d4e25/cm-cached-state.json

Path to Python: /home/susie.sun/anaconda3/envs/mlperf/bin/python3 Python version: 3.10.0

    * cm run script "get generic-python-lib _pip"
         ! load /home/susie.sun/CM/repos/local/cache/d787f811b665437d/cm-cached-state.json
             ! cd /home/susie.sun/CM/repos/local/cache/03dffa34cbdc4857
             ! call /home/susie.sun/CM/repos/mlcommons@cm4mlops/script/get-generic-python-lib/run.sh from tmp-run.sh
             ! call "detect_version" from /home/susie.sun/CM/repos/mlcommons@cm4mlops/script/get-generic-python-lib/customize.py
        Detected version: 1.26.4
         ! cd /home/susie.sun/CM/repos/local/cache/03dffa34cbdc4857
         ! call /home/susie.sun/CM/repos/mlcommons@cm4mlops/script/get-generic-python-lib/run.sh from tmp-run.sh
         ! call "postprocess" from /home/susie.sun/CM/repos/mlcommons@cm4mlops/script/get-generic-python-lib/customize.py

  * cm run script "get python"
       ! load /home/susie.sun/CM/repos/local/cache/38444f88746d4e25/cm-cached-state.json

Path to Python: /home/susie.sun/anaconda3/envs/mlperf/bin/python3 Python version: 3.10.0

  * cm run script "gcc get"

    * cm run script "detect os"
           ! cd /home/susie.sun/CM/repos/local/cache/129c22f9c97d4583
           ! call /home/susie.sun/CM/repos/mlcommons@cm4mlops/script/detect-os/run.sh from tmp-run.sh
           ! call "postprocess" from /home/susie.sun/CM/repos/mlcommons@cm4mlops/script/detect-os/customize.py
    - Searching for versions:  >= 9.3

      * /home/susie.sun/.local/bin/gcc
             ! cd /home/susie.sun/CM/repos/local/cache/129c22f9c97d4583
             ! call /home/susie.sun/CM/repos/mlcommons@cm4mlops/script/get-gcc/run.sh from tmp-run.sh

/home/susie.sun/.local/bin/gcc --version /home/susie.sun/CM/repos/mlcommons@cm4mlops/script/get-gcc/run.sh: line 5: /home/susie.sun/.local/bin/gcc: No such file or directory

      * /usr/bin/gcc
             ! cd /home/susie.sun/CM/repos/local/cache/129c22f9c97d4583
             ! call /home/susie.sun/CM/repos/mlcommons@cm4mlops/script/get-gcc/run.sh from tmp-run.sh

/usr/bin/gcc --version gcc (Ubuntu 7.5.0-6ubuntu2) 7.5.0 Copyright (C) 2017 Free Software Foundation, Inc. This is free software; see the source for copying conditions. There is NO warranty; not even for MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.

             ! call "detect_version" from /home/susie.sun/CM/repos/mlcommons@cm4mlops/script/get-gcc/customize.py
      Detected version: 7.5.0
      SKIPPED due to version constraints ...

      * /usr/bin/gcc-8
             ! cd /home/susie.sun/CM/repos/local/cache/129c22f9c97d4583
             ! call /home/susie.sun/CM/repos/mlcommons@cm4mlops/script/get-gcc/run.sh from tmp-run.sh

/usr/bin/gcc-8 --version gcc-8 (Ubuntu 8.4.0-3ubuntu2) 8.4.0 Copyright (C) 2018 Free Software Foundation, Inc. This is free software; see the source for copying conditions. There is NO warranty; not even for MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.

             ! call "detect_version" from /home/susie.sun/CM/repos/mlcommons@cm4mlops/script/get-gcc/customize.py
      Detected version: 8.4.0
      SKIPPED due to version constraints ...

      * /usr/bin/gcc-9
             ! cd /home/susie.sun/CM/repos/local/cache/129c22f9c97d4583
             ! call /home/susie.sun/CM/repos/mlcommons@cm4mlops/script/get-gcc/run.sh from tmp-run.sh

/usr/bin/gcc-9 --version gcc-9 (Ubuntu 9.4.0-1ubuntu1~20.04.2) 9.4.0 Copyright (C) 2019 Free Software Foundation, Inc. This is free software; see the source for copying conditions. There is NO warranty; not even for MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.

             ! call "detect_version" from /home/susie.sun/CM/repos/mlcommons@cm4mlops/script/get-gcc/customize.py
      Detected version: 9.4.0

      * /usr/bin/gcc-10
             ! cd /home/susie.sun/CM/repos/local/cache/129c22f9c97d4583
             ! call /home/susie.sun/CM/repos/mlcommons@cm4mlops/script/get-gcc/run.sh from tmp-run.sh

/usr/bin/gcc-10 --version gcc-10 (Ubuntu 10.5.0-1ubuntu1~20.04) 10.5.0 Copyright (C) 2020 Free Software Foundation, Inc. This is free software; see the source for copying conditions. There is NO warranty; not even for MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.

             ! call "detect_version" from /home/susie.sun/CM/repos/mlcommons@cm4mlops/script/get-gcc/customize.py
      Detected version: 10.5.0

      * /usr/bin/gcc-11
             ! cd /home/susie.sun/CM/repos/local/cache/129c22f9c97d4583
             ! call /home/susie.sun/CM/repos/mlcommons@cm4mlops/script/get-gcc/run.sh from tmp-run.sh

/usr/bin/gcc-11 --version gcc-11 (Ubuntu 11.4.0-2ubuntu1~20.04) 11.4.0 Copyright (C) 2021 Free Software Foundation, Inc. This is free software; see the source for copying conditions. There is NO warranty; not even for MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.

             ! call "detect_version" from /home/susie.sun/CM/repos/mlcommons@cm4mlops/script/get-gcc/customize.py
      Detected version: 11.4.0

    Selected 0: /usr/bin/gcc-9

      # Found artifact in /usr/bin/gcc-9
         ! cd /home/susie.sun/CM/repos/local/cache/129c22f9c97d4583
         ! call /home/susie.sun/CM/repos/mlcommons@cm4mlops/script/get-gcc/run.sh from tmp-run.sh

/usr/bin/gcc-9 --version gcc-9 (Ubuntu 9.4.0-1ubuntu1~20.04.2) 9.4.0 Copyright (C) 2019 Free Software Foundation, Inc. This is free software; see the source for copying conditions. There is NO warranty; not even for MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.

         ! call "postprocess" from /home/susie.sun/CM/repos/mlcommons@cm4mlops/script/get-gcc/customize.py
      Detected version: 9.4.0

  * cm run script "get compiler-flags"

    * cm run script "detect cpu"

      * cm run script "detect os"
             ! cd /home/susie.sun/CM/repos/local/cache/129c22f9c97d4583
             ! call /home/susie.sun/CM/repos/mlcommons@cm4mlops/script/detect-os/run.sh from tmp-run.sh
             ! call "postprocess" from /home/susie.sun/CM/repos/mlcommons@cm4mlops/script/detect-os/customize.py
           ! cd /home/susie.sun/CM/repos/local/cache/129c22f9c97d4583
           ! call /home/susie.sun/CM/repos/mlcommons@cm4mlops/script/detect-cpu/run.sh from tmp-run.sh
           ! call "postprocess" from /home/susie.sun/CM/repos/mlcommons@cm4mlops/script/detect-cpu/customize.py

  * cm run script "get bazel"
    - Searching for versions:  == 6.5.0

    * cm run script "install bazel"

      * cm run script "detect os"
             ! cd /home/susie.sun/CM/repos/local/cache/708c52c4acb04d9d
             ! call /home/susie.sun/CM/repos/mlcommons@cm4mlops/script/detect-os/run.sh from tmp-run.sh
             ! call "postprocess" from /home/susie.sun/CM/repos/mlcommons@cm4mlops/script/detect-os/customize.py
        # Requested version: 6.5.0
           ! cd /home/susie.sun/CM/repos/local/cache/708c52c4acb04d9d
           ! call /home/susie.sun/CM/repos/mlcommons@cm4mlops/script/install-bazel/run.sh from tmp-run.sh

--2024-05-23 14:28:18-- https://github.com/bazelbuild/bazel/releases/download/6.5.0/bazel-6.5.0-installer-linux-x86_64.sh Connecting to 10.10.60.103:7890... connected. Proxy request sent, awaiting response... 302 Found Location: https://objects.githubusercontent.com/github-production-release-asset-2e65be/20773773/6f2926f6-5ad0-44ce-aeaf-071ad279408c?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=releaseassetproduction%2F20240523%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20240523T062819Z&X-Amz-Expires=300&X-Amz-Signature=f0ad97054bd8072e8b040f207ac6b5c66be71bf9688a61318052c4a681940752&X-Amz-SignedHeaders=host&actor_id=0&key_id=0&repo_id=20773773&response-content-disposition=attachment%3B%20filename%3Dbazel-6.5.0-installer-linux-x86_64.sh&response-content-type=application%2Foctet-stream [following] --2024-05-23 14:28:19-- https://objects.githubusercontent.com/github-production-release-asset-2e65be/20773773/6f2926f6-5ad0-44ce-aeaf-071ad279408c?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=releaseassetproduction%2F20240523%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20240523T062819Z&X-Amz-Expires=300&X-Amz-Signature=f0ad97054bd8072e8b040f207ac6b5c66be71bf9688a61318052c4a681940752&X-Amz-SignedHeaders=host&actor_id=0&key_id=0&repo_id=20773773&response-content-disposition=attachment%3B%20filename%3Dbazel-6.5.0-installer-linux-x86_64.sh&response-content-type=application%2Foctet-stream Connecting to 10.10.60.103:7890... connected. Proxy request sent, awaiting response... 200 OK Length: 51137599 (49M) [application/octet-stream] Saving to: ‘bazel-6.5.0-installer-linux-x86_64.sh’

bazel-6.5.0-installer-linux-x86_64.sh 100%[==============================================================================================================================================>] 48.77M 6.87MB/s in 7.1s

2024-05-23 14:28:27 (6.86 MB/s) - ‘bazel-6.5.0-installer-linux-x86_64.sh’ saved [51137599/51137599]

Bazel installer

Bazel is bundled with software licensed under the GPLv2 with Classpath exception. You can find the sources next to the installer on our release page: https://github.com/bazelbuild/bazel/releases

#

Build information

Bazel is now installed!

Make sure you have "/home/susie.sun/CM/repos/local/cache/708c52c4acb04d9d/bin" in your path.

For bash completion, add the following line to your ~/.bashrc: source /home/susie.sun/CM/repos/local/cache/708c52c4acb04d9d/install/bin/bazel-complete.bash

For fish shell completion, link this file into your /home/susie.sun/.config/fish/completions/ directory: ln -s /home/susie.sun/CM/repos/local/cache/708c52c4acb04d9d/install/bin/bazel.fish /home/susie.sun/.config/fish/completions/bazel.fish

See http://bazel.build/docs/getting-started.html to start a new project! Bazel is installed to /home/susie.sun/CM/repos/local/cache/708c52c4acb04d9d ... ! cd /home/susie.sun/CM/repos/local/cache/20c75dc531d14fdf ! call /home/susie.sun/CM/repos/mlcommons@cm4mlops/script/get-bazel/run.sh from tmp-run.sh ! call "postprocess" from /home/susie.sun/CM/repos/mlcommons@cm4mlops/script/get-bazel/customize.py Detected version: 6.5.0 ! cd /home/susie.sun/CM/repos/local/cache/441bbe5c385e4ad8 ! call /home/susie.sun/CM/repos/mlcommons@cm4mlops/script/install-tensorflow-from-src/run.sh from tmp-run.sh Cloning Tensorflow from https://github.com/tensorflow/tensorflow with branch master --depth 1... Cloning into 'src'... remote: Enumerating objects: 31950, done. remote: Counting objects: 100% (31950/31950), done. remote: Compressing objects: 100% (24447/24447), done. remote: Total 31950 (delta 10675), reused 17399 (delta 6937), pack-reused 0 Receiving objects: 100% (31950/31950), 79.92 MiB | 6.71 MiB/s, done. Resolving deltas: 100% (10675/10675), done. Updating files: 100% (31915/31915), done.


/home/susie.sun/CM/repos/local/cache/708c52c4acb04d9d/install/bin/bazel build -c opt --define tflite_with_xnnpack=true //tensorflow/lite:libtensorflowlite.so Starting local Bazel server and connecting to it... INFO: Reading 'startup' options from /home/susie.sun/CM/repos/local/cache/441bbe5c385e4ad8/src/.bazelrc: --windows_enable_symlinks INFO: Options provided by the client: Inherited 'common' options: --isatty=1 --terminal_columns=245 INFO: Reading rc options for 'build' from /home/susie.sun/CM/repos/local/cache/441bbe5c385e4ad8/src/.bazelrc: Inherited 'common' options: --experimental_repo_remote_exec INFO: Reading rc options for 'build' from /home/susie.sun/CM/repos/local/cache/441bbe5c385e4ad8/src/.bazelrc: 'build' options: --define framework_shared_object=true --define tsl_protobuf_header_only=true --define=use_fast_cpp_protos=true --define=allow_oversize_protos=true --spawn_strategy=standalone -c opt --announce_rc --define=grpc_no_ares=true --noincompatible_remove_legacy_whole_archive --features=-force_no_whole_archive --enable_platform_specific_config --define=with_xla_support=true --config=short_logs --config=v2 --define=no_aws_support=true --define=no_hdfs_support=true --experimental_cc_shared_library --experimental_link_static_libraries_once=false --incompatible_enforce_config_setting_visibility INFO: Found applicable config definition build:short_logs in file /home/susie.sun/CM/repos/local/cache/441bbe5c385e4ad8/src/.bazelrc: --output_filter=DONT_MATCH_ANYTHING INFO: Found applicable config definition build:v2 in file /home/susie.sun/CM/repos/local/cache/441bbe5c385e4ad8/src/.bazelrc: --define=tf_api_version=2 --action_env=TF2_BEHAVIOR=1 INFO: Found applicable config definition build:linux in file /home/susie.sun/CM/repos/local/cache/441bbe5c385e4ad8/src/.bazelrc: --host_copt=-w --copt=-Wno-all --copt=-Wno-extra --copt=-Wno-deprecated --copt=-Wno-deprecated-declarations --copt=-Wno-ignored-attributes --copt=-Wno-array-bounds --copt=-Wunused-result --copt=-Werror=unused-result --copt=-Wswitch --copt=-Werror=switch --copt=-Wno-error=unused-but-set-variable --define=PREFIX=/usr --define=LIBDIR=$(PREFIX)/lib --define=INCLUDEDIR=$(PREFIX)/include --define=PROTOBUF_INCLUDE_PATH=$(PREFIX)/include --cxxopt=-std=c++17 --host_cxxopt=-std=c++17 --config=dynamic_kernels --experimental_guard_against_concurrent_changes INFO: Found applicable config definition build:dynamic_kernels in file /home/susie.sun/CM/repos/local/cache/441bbe5c385e4ad8/src/.bazelrc: --define=dynamic_loaded_kernels=true --copt=-DAUTOLOAD_DYNAMIC_KERNELS DEBUG: /home/susie.sun/CM/repos/local/cache/441bbe5c385e4ad8/src/tensorflow/tools/toolchains/python/python_repo.bzl:32:14: TF_PYTHON_VERSION environment variable was not set correctly; using Python 3.11.

To set Python version, run: export TF_PYTHON_VERSION=3.11 INFO: Analyzed target //tensorflow/lite:libtensorflowlite.so (102 packages loaded, 2755 targets configured). INFO: Found 1 target... ERROR: /home/susie.sun/.cache/bazel/_bazel_susie.sun/c4ee57410c5fc2d20a0ef98cfbbf1bde/external/XNNPACK/BUILD.bazel:1887:19: Compiling src/amalgam/gen/avxvnni.c failed: (Exit 1): gcc failed: error executing command (from target @XNNPACK//:avxvnni_prod_microkernels) /usr/bin/gcc -U_FORTIFY_SOURCE -fstack-protector -Wall -Wunused-but-set-parameter -Wno-free-nonheap-object -fno-omit-frame-pointer -g0 -O2 '-D_FORTIFY_SOURCE=1' -DNDEBUG -ffunction-sections ... (remaining 48 arguments skipped) gcc: error: unrecognized command line option '-mavxvnni'; did you mean '-mavx'? Target //tensorflow/lite:libtensorflowlite.so failed to build Use --verbose_failures to see the command lines of failed build steps. INFO: Elapsed time: 615.500s, Critical Path: 0.41s INFO: 351 processes: 327 internal, 24 local. FAILED: Build did NOT complete successfully

CM error: Portable CM script failed (name = install-tensorflow-from-src, return code = 256)

^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ Note that it is often a portability issue of a third-party tool or a native script wrapped and unified by this CM script (automation recipe). Please re-run this script with --repro flag and report this issue with the original command line, cm-repro directory and full log here:

https://github.com/mlcommons/cm4mlops/issues

The CM concept is to collaboratively fix such issues inside portable CM scripts to make existing tools and native scripts more portable, interoperable and deterministic. Thank you!

arjunsuresh commented 1 month ago

Can you please remove the CM repo and use the new one? I have just added the support to build the latest master branch of TF which requires clang.

cm rm repo mlcommons@ck -f
cm pull repo gateoverflow@cm4mlops
sunpian1 commented 1 month ago

cmr "run mobilenet-models _tflite _accuracy-only" --adr.compiler.tags=gcc --results_dir=$HOME/mobilenet_results, does this command run on cpu?how to run it on gpu

arjunsuresh commented 1 month ago

@sunpian1 the mobilenet inference implementation currently supports only CPU and also only the singlestream scenario. If you would like to extend it we can guide you on how to do this.

sunpian1 commented 1 month ago

I would like to run it on gpu,please guide me on how to do this. Thank you very much

arjunsuresh commented 1 month ago

The mobilenet models are being run using tflite framework and this is the implementation file. But this is an old implementation which works only for SingleStream (not been extended for sometime now).

If you would like to make TFLite framwoek run on GPU, this code should be the best option. Currently it supports onnxruntime - both CPU and CUDA for ResNet50 and RetinaNet.

sunpian1 commented 1 month ago

Use the old implementation, error reports like below

(mlperf) susie.sun@yizhu-R5300-G5:~$ cm run script --tags=app,mlperf,inference,tflite-cpp,_gpu,_fp32,_mobilenet,_singlestream,_tflite

ENV[CM_CUDA_PATH_LIB_CUDNN_EXISTS]: no ENV[CM_CUDA_VERSION]: 11.3 ENV[CM_CUDA_VERSION_STRING]: cu113 ENV[CM_NVCC_BIN_WITH_PATH]: /home/susie.sun/cuda113/bin/nvcc ENV[CUDA_HOME]: /home/susie.sun/cuda113

Path to the tool: /home/susie.sun/CM/repos/local/cache/d2ba4ede47544bc9/install

Path to Python: /home/susie.sun/anaconda3/envs/mlperf/bin/python3 Python version: 3.10.0

* cm run script "get git repo _branch.master _repo.https://github.com/mlcommons/inference.git"
     ! load /home/susie.sun/CM/repos/local/cache/6db3115c5e4e49af/cm-cached-state.json

CM cache path to the Git repo: /home/susie.sun/CM/repos/local/cache/6db3115c5e4e49af/inference

     ! call "postprocess" from /home/susie.sun/CM/repos/gateoverflow@cm4mlops/script/get-mlperf-inference-src/customize.py

CM error: 404 Client Error: Not Found for url: https://storage.googleapis.com/mobilenet_v3/checkpoints/v3-%3C%3C%3CCM_ML_MODEL_MOBILENET_KIND%3E%3E%3E_224_1.0_float.tgz! (mlperf) susie.sun@yizhu-R5300-G5:~$