AttributeError: module 'tvm' has no attribute 'schedule'

[Jackwin]

Traceback (most recent call last): File "testbench/co_resnet_gemm.py", line 8, in from codesign.hw_evaluation import gen_software File "./src/codesign/hw_evaluation.py", line 3, in from codesign.ppa_model import PPAModel, gen_config File "./src/codesign/ppa_model.py", line 12, in from codesign.flextensor_extend import parse_schedule File "./src/codesign/flextensor_extend.py", line 4, in from flextensor.task import Task File "./src/flextensor/task.py", line 3, in from flextensor.space import EnumSpace File "./src/flextensor/space.py", line 7, in from flextensor.utils import (assert_print, gen_enum, any_factor_split, get_factor_lst, gen_group, File "./src/flextensor/utils.py", line 328, in def get_iter_info(s: tvm.schedule.Schedule): AttributeError: module 'tvm' has no attribute 'schedule'

Dear folks,

First, quite appreciate your time in this issue.

After the successful installation required by the HSACO, the error pops out when running the following test case. From the above log, we can see the errors stems from the TVM. My question is what the configuration in config.cmake file should be? Could you give an instance? python testbench/co_resnet_gemm.py

Thanks

[zw22zw22]

well， I have configured the code running environment in the docker of ubuntu20.04. It is really hard and complicated. So I give the full installation step with Docker, TVM, Ax, Maestro and some dependences.

• pull ubuntu docker images

  docker pull ubuntu:20.04
  docker run -it -d --name hasco ubuntu:20.04
  docker exec -it hasco /bin/bash

• configure hasco

  apt-get update
  apt-get install python3 python3-pip sudo vim git llvm-9 cmake
  # configure user
  adduser eric ## password 123456
  usermod -a -G sudo eric
  # copy or download hasco source code 
  git clone --recursive https://github.com/pku-liang/HASCO.git HASCO
  #configure dependence of the HASCO
  # 1.build TVM
      cd HASCO/src/tvm
      mkdir build
      cp cmake/config.cmake build
      vim cmake/config.cmake build
      # edit: replace 'set(USE_LLVM OFF)' with 'set(USE_LLVM llvm-config-9)'
      cd build
      cmake ..
      make -j8
      cd -
      pip3 install numpy decorator attrs tornado psutil xgboost cloudpickle
      # configue PYTHON PATH in shell environment
      export TVM_HOME=/home/eric/HASCO/src/tvm
      export PYTHONPATH=$TVM_HOME/python:${PYTHONPATH}
      pip3 install tensorflow tqdm IPython
  # 2.configure mastro
      sudo apt-get install scons libboost-all-dev
      cd HASCO/src/maestro
      scons
      cd -
      # configure src/codesign/config.py with absolute path for maestro
      # example: maestro_home = "/home/eric/HASCO/src/maestro/"
      vim HASCO/src/codesign/config.py 
  
  # 3.configure for Ax
      cd HASCO/src/Ax
      sudo python3 setup.py install
      cd -
      # configue PYTHON PATH in shell environment
      export AX_HOME=/home/eric/HASCO/src/Ax
      export PYTHONPATH=$AX_HOME:${PYTHONPATH}
  
  # 4.mkdir result folders
      cd HASCO
      mkdir -p rst/mapping
      mkdir -p rst/config
      mkdir -p rst/software
  

• running hasco code

  cd HASCO
  python3 testbench/co_resnet_conv.py

• Commit and save docker image

  docker commit hasco hasco:ready
  docker save -o hasco.tar hasco

• load docker image

  docker load --input hasco.tar

[Jackwin]

Hi @zw22zw22 Thanks for your quick reply.

Another error pops out when executing the cmake .. command in the build folder for TMV. From the log, it seems it does not work for the config "(USE_LLVM llvm-config-9"? What's your solution? Thanks.

[zw22zw22]

Hi @zw22zw22 Thanks for your quick reply.

Another error pops out when executing the cmake .. command in the build folder for TMV. From the log, it seems it does not work for the config "(USE_LLVM llvm-config-9"? What's your solution? Thanks.

do you install llvm-9?

sudo apt-get install llvm-9

[Jackwin]

@zw22zw22 The issue is fixed after the re-installation of llvm-9. Thanks.

[walkershaw]

@zw22zw22 Thanks for your docker tutorial! That's very helpful for the staters.

[hyrnb]

When I run HASCO code by "python3 testbench/co_resnet_conv.py", an error pops like this.(I have already done the above steps). @zw22zw22 Could you please give your solution?

[yfxiao2]

@zw22zw22 I used your docker but got the same error: 'AttributeError: module 'tvm' has no attribute 'schedule''. Any ideas what should I do next?

[hyrnb]

@zw22zw22 I used your docker but got the same error: 'AttributeError: module 'tvm' has no attribute 'schedule''. Any ideas what should I do next?

I can't solve this, and still looking forward to @zw22zw22's reply.