intel-extension-for-pytorch: Failed to compile from sources

Enviroment:

• System: Ubuntun-20.04
• gcc: 9.3.0
• python: 3.8
• python: 1.9.1+cpu
• ipex: master

I followed the README instructions to compile the ipex sources but failed. I also tried to build ipex with torch-1.10+cpu, but failed too. The error message is as follows:

/root/downloads/intel-extension-for-pytorch/torch_ipex/csrc/cpu/BatchNorm.cpp: In function ‘at::Tensor torch_ipex::autocast::frozen_batch_norm(const at::Tensor&, const at::Tensor&, const at::Tensor&, const at::Tensor&, const at::Tensor&)’:
/root/downloads/intel-extension-for-pytorch/torch_ipex/csrc/cpu/BatchNorm.cpp:326:66: error: ‘AutocastCPU’ is not a member of ‘c10::DispatchKey’; did you mean ‘AutocastCUDA’?
  326 |   c10::impl::ExcludeDispatchKeyGuard no_autocastCPU(DispatchKey::AutocastCPU);
      |                                                                  ^~~~~~~~~~~
      |                                                                  AutocastCUDA
In file included from /root/anaconda3/lib/python3.8/site-packages/torch/include/torch/csrc/jit/runtime/operator.h:13,
                 from /root/anaconda3/lib/python3.8/site-packages/torch/include/torch/csrc/jit/ir/ir.h:7,
                 from /root/anaconda3/lib/python3.8/site-packages/torch/include/torch/csrc/jit/api/function_impl.h:4,
                 from /root/anaconda3/lib/python3.8/site-packages/torch/include/torch/csrc/jit/api/method.h:5,
                 from /root/anaconda3/lib/python3.8/site-packages/torch/include/torch/csrc/jit/api/object.h:6,
                 from /root/anaconda3/lib/python3.8/site-packages/torch/include/torch/csrc/jit/frontend/tracer.h:9,
                 from /root/anaconda3/lib/python3.8/site-packages/torch/include/torch/csrc/autograd/generated/variable_factories.h:12,
                 from /root/anaconda3/lib/python3.8/site-packages/torch/include/torch/csrc/api/include/torch/types.h:7,
                 from /root/anaconda3/lib/python3.8/site-packages/torch/include/torch/csrc/api/include/torch/data/dataloader_options.h:4,
                 from /root/anaconda3/lib/python3.8/site-packages/torch/include/torch/csrc/api/include/torch/data/dataloader/base.h:3,
                 from /root/anaconda3/lib/python3.8/site-packages/torch/include/torch/csrc/api/include/torch/data/dataloader/stateful.h:3,
                 from /root/anaconda3/lib/python3.8/site-packages/torch/include/torch/csrc/api/include/torch/data/dataloader.h:3,
                 from /root/anaconda3/lib/python3.8/site-packages/torch/include/torch/csrc/api/include/torch/data.h:3,
                 from /root/anaconda3/lib/python3.8/site-packages/torch/include/torch/csrc/api/include/torch/all.h:8,
                 from /root/anaconda3/lib/python3.8/site-packages/torch/include/torch/extension.h:4,
                 from /root/downloads/intel-extension-for-pytorch/torch_ipex/csrc/cpu/BatchNorm.cpp:1:
/root/downloads/intel-extension-for-pytorch/torch_ipex/csrc/cpu/BatchNorm.cpp: At global scope:
/root/downloads/intel-extension-for-pytorch/torch_ipex/csrc/cpu/BatchNorm.cpp:336:32: error: ‘AutocastCPU’ is not a member of ‘c10::DispatchKey’; did you mean ‘AutocastCUDA’?

For pytorch-1.10, the error message is

root/downloads/intel-extension-for-pytorch/torch_ipex/csrc/autocast_mode.cpp: In function ‘void torch_ipex::autocast::TORCH_LIBRARY_IMPL_init_aten_AutocastCPU_84(torch::Library&)’:
/root/downloads/intel-extension-for-pytorch/torch_ipex/csrc/autocast_mode.cpp:164:72: error: could not convert template argument ‘& at::linalg_matrix_rank’ from ‘<unresolved overloaded function type>’ to ‘at::Tensor (*)(const at::Tensor&, double, bool)’
  164 |         &CPU_WrapFunction<DtypeCastPolicy::CAST_POLICY, SIG, SIG, &FUNC>:: \
      |                                                                        ^
/root/downloads/intel-extension-for-pytorch/torch_ipex/csrc/autocast_mode.cpp:445:1: note: in expansion of macro ‘MAKE_REGISTER_FUNC’
  445 | MAKE_REGISTER_FUNC(
      | ^~~~~~~~~~~~~~~~~~
/root/downloads/intel-extension-for-pytorch/torch_ipex/csrc/autocast_mode.cpp:165:13: error: ‘<expression error>::type’ has not been declared
  165 |             type::call);                                                   \
      |             ^~~~
/root/downloads/intel-extension-for-pytorch/torch_ipex/csrc/autocast_mode.cpp:165:13: note: in definition of macro ‘MAKE_REGISTER_FUNC’
  165 |             type::call);                                                   \
      |             ^~~~
/root/downloads/intel-extension-for-pytorch/torch_ipex/csrc/autocast_mode.cpp: At global scope:
/root/downloads/intel-extension-for-pytorch/torch_ipex/csrc/autocast_mode.cpp:168:15: error: template-id ‘get_op_name<at::Tensor(const at::Tensor&, double, bool), at::linalg_matrix_rank>’ for ‘std::string torch_ipex::autocast::get_op_name()’ does not match any template declaration