ysymyth/3d-sdn

[NeurIPS 2018] 3D-Aware Scene Manipulation via Inverse Graphics

3d-sdn's Issues

How to run correctly the 3D-SDN project

Hi, i want to run the 3D_SDN project and who can give some instruction or manual for correct run and train?

Thanks.

The MaskRCNN training on Cityscapes dataset

I use the provided code for training the Maskrcnn on the "Cityscapes" dataset. The command is as following:

However, after some 100 steps, I get the following error:

And I check the size of the boxes, but the size is [0].

So could you please give me some advice for solving this problem.

Thanks a lot!

How can I speed up the training for 3D derenderer?

The training for 3D derenderer is very slow. It maybe need two months or more.How can I speed up the training?

cupy package and its compatibility with CUDA 9

Hi,

I am following your guidelines and in the geometric branch (during test time), I face some problems with the cupy package. It seems it has some problems with the cuda compiler. I was wondering if by chance you have faced the same issue and know how to fix it.
Here is part of the error I get:

 File "/opt/conda/envs/3dsdn/lib/python3.6/site-packages/cupy/cuda/compiler.py", line 241, in compile
    nvrtc.compileProgram(self.ptr, options)
  File "cupy/cuda/nvrtc.pyx", line 98, in cupy.cuda.nvrtc.compileProgram
  File "cupy/cuda/nvrtc.pyx", line 108, in cupy.cuda.nvrtc.compileProgram
  File "cupy/cuda/nvrtc.pyx", line 53, in cupy.cuda.nvrtc.check_status
cupy.cuda.nvrtc.NVRTCError: NVRTC_ERROR_COMPILATION (6)

During handling of the above exception, another exception occurred:
...
  File "/opt/conda/envs/3dsdn/lib/python3.6/site-packages/cupy/manipulation/join.py", line 49, in concatenate
    return core.concatenate_method(tup, axis)
  File "cupy/core/core.pyx", line 2423, in cupy.core.core.concatenate_method
  File "cupy/core/core.pyx", line 2467, in cupy.core.core.concatenate_method
  File "cupy/core/core.pyx", line 2502, in cupy.core.core._concatenate
  File "cupy/core/elementwise.pxi", line 839, in cupy.core.core.ufunc.__call__
  File "cupy/util.pyx", line 39, in cupy.util.memoize.decorator.ret
  File "cupy/core/elementwise.pxi", line 638, in cupy.core.core._get_ufunc_kernel
  File "cupy/core/elementwise.pxi", line 33, in cupy.core.core._get_simple_elementwise_kernel
  File "cupy/core/carray.pxi", line 146, in cupy.core.core.compile_with_cache
  File "/opt/conda/envs/3dsdn/lib/python3.6/site-packages/cupy/cuda/compiler.py", line 164, in compile_with_cache
    ptx = compile_using_nvrtc(source, options, arch)
  File "/opt/conda/envs/3dsdn/lib/python3.6/site-packages/cupy/cuda/compiler.py", line 82, in compile_using_nvrtc
    ptx = prog.compile(options)
  File "/opt/conda/envs/3dsdn/lib/python3.6/site-packages/cupy/cuda/compiler.py", line 245, in compile
    raise CompileException(log, self.src, self.name, options)
cupy.cuda.compiler.CompileException: /opt/conda/envs/3dsdn/lib/python3.6/site-packages/cupy/core/include/cupy/carray.cuh(10): catastrophic error: cannot open source file "cuda_fp16.h"

1 catastrophic error detected in the compilation of "/tmp/tmpif65tvzr/kern.cu".
Compilation terminated.

Undefined name 'E_NLayers' in networks.py

Where is E_NLayers defined?

flake8 testing of https://github.com/ysymyth/3D-SDN on Python 3.7.1

$ flake8 . --count --select=E901,E999,F821,F822,F823 --show-source --statistics

./textural/models/networks.py:96:16: F821 undefined name 'E_NLayers'
        netE = E_NLayers(input_nc, output_nc, ndf, n_layers=4, norm_layer=norm_layer,
               ^
./textural/models/networks.py:99:16: F821 undefined name 'E_NLayers'
        netE = E_NLayers(input_nc, output_nc, ndf, n_layers=5, norm_layer=norm_layer,
               ^
2     F821 undefined name 'E_NLayers'
2

MaskRCNN build fails

Hello,
I am trying to run your code but somehow I got error building maskrcnn module and receive error related to cuda can not be found.

/home/phong/miniconda3/envs/3dsdn/lib/python3.6/site-packages/torch/utils/ffi/../../lib/include/THC/THCGeneral.h:12:18: fatal error: cuda.h: No such file or directory #include "cuda.h"

I have used conda environment to install but so far I only receive this error, please help !