Image with hand, but no pose_m

[hajiejue]

thank you for your work! I met a question about datasets. For some images, the hand is visible but pose_m is all zeros, did I miss something?

[kushbavaria]

Same issue as above

[Maize-Yu]

This appears to be a gcc version non-adaptation problem in Linux. The same problem happened when running stylegan2. The main problem is that upfirdn2d does not compile. My solution is to write a python version of upfirdn2d.py: See https://github.com/Maize-Yu/upfirdn2d/tree/main

[zzwei1]

Is this something to do with the cuda version? The cuda version I am using is 10.2. starting in debug mode Traceback (most recent call last): File "/data/songwei/anacondaV100/envs/ddpmgan/lib/python3.6/site-packages/torch/utils/cpp_extension.py", line 1673, in _run_ninja_build env=env) File "/data/songwei/anacondaV100/envs/ddpmgan/lib/python3.6/subprocess.py", line 438, in run output=stdout, stderr=stderr) subprocess.CalledProcessError: Command '['ninja', '-v']' returned non-zero exit status 1.

The above exception was the direct cause of the following exception:

Traceback (most recent call last): File "train_ddgan.py", line 601, in init_processes(0, size, train, args) File "train_ddgan.py", line 471, in init_processes fn(rank, gpu, args) File "train_ddgan.py", line 192, in train from score_sde.models.discriminator import Discriminator_small, Discriminator_large File "/data/songwei/YING/denoising-diffusion-gan/score_sde/models/discriminator.py", line 11, in from . import up_or_down_sampling File "/data/songwei/YING/denoising-diffusion-gan/score_sde/models/up_or_down_sampling.py", line 15, in from score_sde.op import upfirdn2d File "/data/songwei/YING/denoising-diffusion-gan/score_sde/op/init.py", line 1, in from .fused_act import FusedLeakyReLU, fused_leaky_relu File "/data/songwei/YING/denoising-diffusion-gan/score_sde/op/fused_act.py", line 23, in os.path.join(module_path, "fused_bias_act_kernel.cu"), File "/data/songwei/anacondaV100/envs/ddpmgan/lib/python3.6/site-packages/torch/utils/cpp_extension.py", line 1091, in load keep_intermediates=keep_intermediates) File "/data/songwei/anacondaV100/envs/ddpmgan/lib/python3.6/site-packages/torch/utils/cpp_extension.py", line 1302, in jit_compile is_standalone=is_standalone) File "/data/songwei/anacondaV100/envs/ddpmgan/lib/python3.6/site-packages/torch/utils/cpp_extension.py", line 1407, in write_ninja_file_and_build_library error_prefix=f"Error building extension '{name}'") File "/data/songwei/anacondaV100/envs/ddpmgan/lib/python3.6/site-packages/torch/utils/cpp_extension.py", line 1683, in run_ninja_build raise RuntimeError(message) from e RuntimeError: Error building extension 'fused': [1/3] /usr/bin/nvcc --generate-dependencies-with-compile --dependency-output fused_bias_act_kernel.cuda.o.d -DTORCH_EXTENSION_NAME=fused -DTORCH_API_INCLUDE_EXTENSION_H -DPYBIND11_COMPILER_TYPE="gcc" -DPYBIND11_STDLIB="libstdcpp" -DPYBIND11_BUILD_ABI="cxxabi1011" -isystem /data/songwei/anacondaV100/envs/ddpmgan/lib/python3.6/site-packages/torch/include -isystem /data/songwei/anacondaV100/envs/ddpmgan/lib/python3.6/site-packages/torch/include/torch/csrc/api/include -isystem /data/songwei/anacondaV100/envs/ddpmgan/lib/python3.6/site-packages/torch/include/TH -isystem /data/songwei/anacondaV100/envs/ddpmgan/lib/python3.6/site-packages/torch/include/THC -isystem /data/songwei/anacondaV100/envs/ddpmgan/include/python3.6m -D_GLIBCXX_USE_CXX11_ABI=0 -D__CUDA_NO_HALF_OPERATORS -D__CUDA_NO_HALF_CONVERSIONS -D__CUDA_NO_BFLOAT16_CONVERSIONS -D__CUDA_NO_HALF2_OPERATORS__ --expt-relaxed-constexpr -gencode=arch=compute_70,code=compute_70 -gencode=arch=compute_70,code=sm_70 --compiler-options '-fPIC' -std=c++14 -c /data/songwei/YING/denoising-diffusion-gan/score_sde/op/fused_bias_act_kernel.cu -o fused_bias_act_kernel.cuda.o FAILED: fused_bias_act_kernel.cuda.o /usr/bin/nvcc --generate-dependencies-with-compile --dependency-output fused_bias_act_kernel.cuda.o.d -DTORCH_EXTENSION_NAME=fused -DTORCH_API_INCLUDE_EXTENSION_H -DPYBIND11_COMPILER_TYPE="gcc" -DPYBIND11_STDLIB="libstdcpp" -DPYBIND11_BUILD_ABI="cxxabi1011" -isystem /data/songwei/anacondaV100/envs/ddpmgan/lib/python3.6/site-packages/torch/include -isystem /data/songwei/anacondaV100/envs/ddpmgan/lib/python3.6/site-packages/torch/include/torch/csrc/api/include -isystem /data/songwei/anacondaV100/envs/ddpmgan/lib/python3.6/site-packages/torch/include/TH -isystem /data/songwei/anacondaV100/envs/ddpmgan/lib/python3.6/site-packages/torch/include/THC -isystem /data/songwei/anacondaV100/envs/ddpmgan/include/python3.6m -D_GLIBCXX_USE_CXX11_ABI=0 -D__CUDA_NO_HALF_OPERATORS -D__CUDA_NO_HALF_CONVERSIONS_ -D__CUDA_NO_BFLOAT16_CONVERSIONS__ -D__CUDA_NO_HALF2_OPERATORS__ --expt-relaxed-constexpr -gencode=arch=compute_70,code=compute_70 -gencode=arch=compute_70,code=sm_70 --compiler-options '-fPIC' -std=c++14 -c /data/songwei/YING/denoising-diffusion-gan/score_sde/op/fused_bias_act_kernel.cu -o fused_bias_act_kernel.cuda.o nvcc fatal : Unknown option '-generate-dependencies-with-compile' [2/3] c++ -MMD -MF fused_bias_act.o.d -DTORCH_EXTENSION_NAME=fused -DTORCH_API_INCLUDE_EXTENSION_H -DPYBIND11_COMPILER_TYPE="_gcc" -DPYBIND11_STDLIB="_libstdcpp" -DPYBIND11_BUILD_ABI="_cxxabi1011" -isystem /data/songwei/anacondaV100/envs/ddpmgan/lib/python3.6/site-packages/torch/include -isystem /data/songwei/anacondaV100/envs/ddpmgan/lib/python3.6/site-packages/torch/include/torch/csrc/api/include -isystem /data/songwei/anacondaV100/envs/ddpmgan/lib/python3.6/site-packages/torch/include/TH -isystem /data/songwei/anacondaV100/envs/ddpmgan/lib/python3.6/site-packages/torch/include/THC -isystem /data/songwei/anacondaV100/envs/ddpmgan/include/python3.6m -D_GLIBCXX_USE_CXX11_ABI=0 -fPIC -std=c++14 -c /data/songwei/YING/denoising-diffusion-gan/score_sde/op/fused_bias_act.cpp -o fused_bias_act.o In file included from /data/songwei/anacondaV100/envs/ddpmgan/lib/python3.6/site-packages/torch/include/c10/core/DeviceType.h:8:0, from /data/songwei/anacondaV100/envs/ddpmgan/lib/python3.6/site-packages/torch/include/c10/core/Device.h:3, from /data/songwei/anacondaV100/envs/ddpmgan/lib/python3.6/site-packages/torch/include/c10/core/Allocator.h:6, from /data/songwei/anacondaV100/envs/ddpmgan/lib/python3.6/site-packages/torch/include/ATen/ATen.h:7, from /data/songwei/anacondaV100/envs/ddpmgan/lib/python3.6/site-packages/torch/include/torch/csrc/api/include/torch/types.h:3, from /data/songwei/anacondaV100/envs/ddpmgan/lib/python3.6/site-packages/torch/include/torch/csrc/api/include/torch/data/dataloader_options.h:4, from /data/songwei/anacondaV100/envs/ddpmgan/lib/python3.6/site-packages/torch/include/torch/csrc/api/include/torch/data/dataloader/base.h:3, from /data/songwei/anacondaV100/envs/ddpmgan/lib/python3.6/site-packages/torch/include/torch/csrc/api/include/torch/data/dataloader/stateful.h:3, from /data/songwei/anacondaV100/envs/ddpmgan/lib/python3.6/site-packages/torch/include/torch/csrc/api/include/torch/data/dataloader.h:3, from /data/songwei/anacondaV100/envs/ddpmgan/lib/python3.6/site-packages/torch/include/torch/csrc/api/include/torch/data.h:3, from /data/songwei/anacondaV100/envs/ddpmgan/lib/python3.6/site-packages/torch/include/torch/csrc/api/include/torch/all.h:8, from /data/songwei/anacondaV100/envs/ddpmgan/lib/python3.6/site-packages/torch/include/torch/extension.h:4, from /data/songwei/YING/denoising-diffusion-gan/score_sde/op/fused_bias_act.cpp:8: /data/songwei/YING/denoising-diffusion-gan/score_sde/op/fused_bias_act.cpp: In function ‘at::Tensor fused_bias_act(const at::Tensor&, const at::Tensor&, const at::Tensor&, int, int, float, float)’: /data/songwei/YING/denoising-diffusion-gan/score_sde/op/fused_bias_act.cpp:14:42: warning: ‘at::DeprecatedTypeProperties& at::Tensor::type() const’ is deprecated: Tensor.type() is deprecated. Instead use Tensor.options(), which in many cases (e.g. in a constructor) is a drop-in replacement. If you were using data from type(), that is now available from Tensor itself, so instead of tensor.type().scalar_type(), use tensor.scalar_type() instead and instead of tensor.type().backend() use tensor.device(). [-Wdeprecated-declarations] #define CHECK_CUDA(x) TORCH_CHECK(x.type().is_cuda(), #x " must be a CUDA tensor") ^ /data/songwei/YING/denoising-diffusion-gan/score_sde/op/fused_bias_act.cpp:20:5: note: in expansion of macro ‘CHECK_CUDA’ CHECK_CUDA(input); ^ In file included from /data/songwei/anacondaV100/envs/ddpmgan/lib/python3.6/site-packages/torch/include/ATen/Tensor.h:3:0, from /data/songwei/anacondaV100/envs/ddpmgan/lib/python3.6/site-packages/torch/include/ATen/Context.h:4, from /data/songwei/anacondaV100/envs/ddpmgan/lib/python3.6/site-packages/torch/include/ATen/ATen.h:9, from /data/songwei/anacondaV100/envs/ddpmgan/lib/python3.6/site-packages/torch/include/torch/csrc/api/include/torch/types.h:3, from /data/songwei/anacondaV100/envs/ddpmgan/lib/python3.6/site-packages/torch/include/torch/csrc/api/include/torch/data/dataloader_options.h:4, from /data/songwei/anacondaV100/envs/ddpmgan/lib/python3.6/site-packages/torch/include/torch/csrc/api/include/torch/data/dataloader/base.h:3, from /data/songwei/anacondaV100/envs/ddpmgan/lib/python3.6/site-packages/torch/include/torch/csrc/api/include/torch/data/dataloader/stateful.h:3, from /data/songwei/anacondaV100/envs/ddpmgan/lib/python3.6/site-packages/torch/include/torch/csrc/api/include/torch/data/dataloader.h:3, from /data/songwei/anacondaV100/envs/ddpmgan/lib/python3.6/site-packages/torch/include/torch/csrc/api/include/torch/data.h:3, from /data/songwei/anacondaV100/envs/ddpmgan/lib/python3.6/site-packages/torch/include/torch/csrc/api/include/torch/all.h:8, from /data/songwei/anacondaV100/envs/ddpmgan/lib/python3.6/site-packages/torch/include/torch/extension.h:4, from /data/songwei/YING/denoising-diffusion-gan/score_sde/op/fused_bias_act.cpp:8: /data/songwei/anacondaV100/envs/ddpmgan/lib/python3.6/site-packages/torch/include/ATen/core/TensorBody.h:303:30: note: declared here DeprecatedTypeProperties & type() const { ^~~~ In file included from /data/songwei/anacondaV100/envs/ddpmgan/lib/python3.6/site-packages/torch/include/c10/core/DeviceType.h:8:0, from /data/songwei/anacondaV100/envs/ddpmgan/lib/python3.6/site-packages/torch/include/c10/core/Device.h:3, from /data/songwei/anacondaV100/envs/ddpmgan/lib/python3.6/site-packages/torch/include/c10/core/Allocator.h:6, from /data/songwei/anacondaV100/envs/ddpmgan/lib/python3.6/site-packages/torch/include/ATen/ATen.h:7, from /data/songwei/anacondaV100/envs/ddpmgan/lib/python3.6/site-packages/torch/include/torch/csrc/api/include/torch/types.h:3, from /data/songwei/anacondaV100/envs/ddpmgan/lib/python3.6/site-packages/torch/include/torch/csrc/api/include/torch/data/dataloader_options.h:4, from /data/songwei/anacondaV100/envs/ddpmgan/lib/python3.6/site-packages/torch/include/torch/csrc/api/include/torch/data/dataloader/base.h:3, from /data/songwei/anacondaV100/envs/ddpmgan/lib/python3.6/site-packages/torch/include/torch/csrc/api/include/torch/data/dataloader/stateful.h:3, from /data/songwei/anacondaV100/envs/ddpmgan/lib/python3.6/site-packages/torch/include/torch/csrc/api/include/torch/data/dataloader.h:3, from /data/songwei/anacondaV100/envs/ddpmgan/lib/python3.6/site-packages/torch/include/torch/csrc/api/include/torch/data.h:3, from /data/songwei/anacondaV100/envs/ddpmgan/lib/python3.6/site-packages/torch/include/torch/csrc/api/include/torch/all.h:8, from /data/songwei/anacondaV100/envs/ddpmgan/lib/python3.6/site-packages/torch/include/torch/extension.h:4, from /data/songwei/YING/denoising-diffusion-gan/score_sde/op/fused_bias_act.cpp:8: /data/songwei/YING/denoising-diffusion-gan/score_sde/op/fused_bias_act.cpp:14:42: warning: ‘at::DeprecatedTypeProperties& at::Tensor::type() const’ is deprecated: Tensor.type() is deprecated. Instead use Tensor.options(), which in many cases (e.g. in a constructor) is a drop-in replacement. If you were using data from type(), that is now available from Tensor itself, so instead of tensor.type().scalar_type(), use tensor.scalar_type() instead and instead of tensor.type().backend() use tensor.device(). [-Wdeprecated-declarations] #define CHECK_CUDA(x) TORCH_CHECK(x.type().is_cuda(), #x " must be a CUDA tensor") ^ /data/songwei/YING/denoising-diffusion-gan/score_sde/op/fused_bias_act.cpp:21:5: note: in expansion of macro ‘CHECK_CUDA’ CHECK_CUDA(bias); ^ In file included from /data/songwei/anacondaV100/envs/ddpmgan/lib/python3.6/site-packages/torch/include/ATen/Tensor.h:3:0, from /data/songwei/anacondaV100/envs/ddpmgan/lib/python3.6/site-packages/torch/include/ATen/Context.h:4, from /data/songwei/anacondaV100/envs/ddpmgan/lib/python3.6/site-packages/torch/include/ATen/ATen.h:9, from /data/songwei/anacondaV100/envs/ddpmgan/lib/python3.6/site-packages/torch/include/torch/csrc/api/include/torch/types.h:3, from /data/songwei/anacondaV100/envs/ddpmgan/lib/python3.6/site-packages/torch/include/torch/csrc/api/include/torch/data/dataloader_options.h:4, from /data/songwei/anacondaV100/envs/ddpmgan/lib/python3.6/site-packages/torch/include/torch/csrc/api/include/torch/data/dataloader/base.h:3, from /data/songwei/anacondaV100/envs/ddpmgan/lib/python3.6/site-packages/torch/include/torch/csrc/api/include/torch/data/dataloader/stateful.h:3, from /data/songwei/anacondaV100/envs/ddpmgan/lib/python3.6/site-packages/torch/include/torch/csrc/api/include/torch/data/dataloader.h:3, from /data/songwei/anacondaV100/envs/ddpmgan/lib/python3.6/site-packages/torch/include/torch/csrc/api/include/torch/data.h:3, from /data/songwei/anacondaV100/envs/ddpmgan/lib/python3.6/site-packages/torch/include/torch/csrc/api/include/torch/all.h:8, from /data/songwei/anacondaV100/envs/ddpmgan/lib/python3.6/site-packages/torch/include/torch/extension.h:4, from /data/songwei/YING/denoising-diffusion-gan/score_sde/op/fused_bias_act.cpp:8: /data/songwei/anacondaV100/envs/ddpmgan/lib/python3.6/site-packages/torch/include/ATen/core/TensorBody.h:303:30: note: declared here DeprecatedTypeProperties & type() const { ^~~~ ninja: build stopped: subcommand failed.

I think you should check your GCC version, with reference to https://github.com/NVlabs/stylegan3/issues/2