vs-dpir Question regarding dependencies and other projects

Motivated that I got vs-dpir working with your help, I wanted to add your other projects, but can into a few problems. (Sorry, this is a bit longer, but I wanted to be sure you know what I did so you might be able to see what I missed or did wrong.)

What I did was

create 'Vapoursynth'-folder
downloaded 'Windows embeddable package (64-bit)' from https://www.python.org/downloads/release/python-3123/
extracted it into the 'Vapoursynth'-folder
downloaded 'VapourSynth64-Portable-R68' from https://github.com/vapoursynth/vapoursynth/releases
extracted it into the 'Vapoursynth'-folder
download get-pip.py from https://bootstrap.pypa.io/get-pip.py into the 'Vapoursynth'-folder
ran python get-pip.py
adjusted python312._pth by adding:
```
Scripts
Lib\site-packages
```
called python -m pip install wheel/VapourSynth-68-cp312-cp312-win_amd64.whl
downloaded https://github.com/HolyWu/vs-dpir/releases/download/v4.0.0/torch_tensorrt-2.4.0.dev0+8915f846d-cp312-cp312-win_amd64.whl
called: ** python -m pip install wheel ** python -m pip install torch_tensorrt-2.4.0.dev0+8915f846d-cp312-cp312-win_amd64.whl ** python -m pip install --pre torch-tensorrt --index-url https://download.pytorch.org/whl/nightly/cu121
installed vs-dpir, by calling ** python -m pip install git+https://github.com/Jaded-Encoding-Thaumaturgy/vs-tools.git ** pip install -U vsdpir ** python -m vsdpir
installed vsgan by calling: ** python -m pip install -U VSGAN ** python -m pip install -U vsgmfss-fortuna
installed SwinIR by calling: ** python -m pip install -U vsswinir ** python -m vsswinir`
installed HINet by calling: ** python -m pip install --upgrade vshinet ** python -m vshinet
installed AnimeSR by calling: ** python -m pip install -U vsanimesr
installed SCUNet by calling: ** python -m pip install -U vsscunet ** python -m vsscunet
installed CodeFormer by calling: ** python -m pip install -U vscodeformer ** python -m vscodeformer
installed GRLIR, by calling: ** python -m pip install antlr4-python3-runtime ** python -m pip install -U vsgrlir ** python -m vsgrlir

So far so good.

Next thing I tried was, installing vs-realesrgan, by calling:

python -m pip install -U vsrealesrgan
python -m vsrealesrgan this ended with:

F:\Vapoursynth>python -m vsrealesrgan
Traceback (most recent call last):
  File "<frozen runpy>", line 189, in _run_module_as_main
  File "<frozen runpy>", line 148, in _get_module_details
  File "<frozen runpy>", line 112, in _get_module_details
  File "F:\Vapoursynth\Lib\site-packages\vsrealesrgan\__init__.py", line 14, in <module>
    from torch_tensorrt.fx import LowerSetting
  File "F:\Vapoursynth\Lib\site-packages\torch_tensorrt\__init__.py", line 114, in <module>
    _register_with_torch()
  File "F:\Vapoursynth\Lib\site-packages\torch_tensorrt\__init__.py", line 107, in _register_with_torch
    torch.ops.load_library(linked_file_full_path)
  File "F:\Vapoursynth\Lib\site-packages\torch\_ops.py", line 1032, in load_library
    ctypes.CDLL(path)
  File "ctypes\__init__.py", line 379, in __init__
FileNotFoundError: Could not find module 'F:\Vapoursynth\Lib\site-packages\torch_tensorrt\lib\torchtrt.dll' (or one of its dependencies). Try using the full path with constructor syntax.

I then checked F:\Vapoursynth\Lib\site-packages\torch_tensorrt\lib\torchtrt.dll and it did exist. So, one of it's dependencies must be missing. :( using https://github.com/lucasg/Dependencies an throwding torchtrt.dll it showed the following dependencies:

nvinfer_plugins10.dll (present at F:\Vapoursynth\Lib\site-packages\tensorrt_libs\nvinfer_plugin_10.dll and F:\Vapoursynth\torch_dependencies\bin\nvinfer_plugin_10.dll)
cuart64_12.dll (not present)
nvinfer_10.dll (present at F:\Vapoursynth\torch_dependencies\bin\nvinfer_10.dll and F:\Vapoursynth\torch_dependencies\bin\nvinfer_plugin_10.dl)
torch_cpu.dll (present at F:\Vapoursynth\Lib\site-packages\torch\lib\torch_cpu.dll)
cu10_cuda.dll (not present)
c10.dll (present at F:\Vapoursynth\Lib\site-packages\torch\lib\c10.dll)

I know, that cuart64_12.dll comes in https://developer.download.nvidia.com/compute/cuda/12.4.1/local_installers/cuda_12.4.1_551.78_windows.exe

I hoped using: python pip install --pre torch torchvision torchaudio --index-url https://download.pytorch.org/whl/nightly/cu121 could help, but that ended with:

ERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts.
torch-tensorrt 2.4.0.dev0+8915f846d requires torch<2.4.0,>=2.3.0, but you have torch 2.4.0.dev20240513+cu121 which is incompatible.

So that did not work, next I tried vsrife:

python -m pip install --upgrade vsrife
python -m vsrife ended with:

Traceback (most recent call last):
  File "<frozen runpy>", line 189, in _run_module_as_main
  File "<frozen runpy>", line 148, in _get_module_details
  File "<frozen runpy>", line 112, in _get_module_details
  File "F:\Vapoursynth\Lib\site-packages\vsrife\__init__.py", line 14, in <module>
    from torch_tensorrt.fx import LowerSetting
  File "F:\Vapoursynth\Lib\site-packages\torch_tensorrt\__init__.py", line 114, in <module>
    _register_with_torch()
  File "F:\Vapoursynth\Lib\site-packages\torch_tensorrt\__init__.py", line 107, in _register_with_torch
    torch.ops.load_library(linked_file_full_path)
  File "F:\Vapoursynth\Lib\site-packages\torch\_ops.py", line 1242, in load_library
    ctypes.CDLL(path)
  File "ctypes\__init__.py", line 379, in __init__
OSError: [WinError 127] Die angegebene Prozedur wurde nicht gefunden

Next I tried installing vsfemasr:

python -m pip install -U vsfemasr
python -m vsfemasr endend with:

Traceback (most recent call last):
  File "<frozen runpy>", line 189, in _run_module_as_main
  File "<frozen runpy>", line 148, in _get_module_details
  File "<frozen runpy>", line 112, in _get_module_details
  File "F:\Vapoursynth\Lib\site-packages\vsfemasr\__init__.py", line 13, in <module>
    from torch_tensorrt.fx import LowerSetting
  File "F:\Vapoursynth\Lib\site-packages\torch_tensorrt\__init__.py", line 114, in <module>
    _register_with_torch()
  File "F:\Vapoursynth\Lib\site-packages\torch_tensorrt\__init__.py", line 107, in _register_with_torch
    torch.ops.load_library(linked_file_full_path)
  File "F:\Vapoursynth\Lib\site-packages\torch\_ops.py", line 1242, in load_library
    ctypes.CDLL(path)
  File "ctypes\__init__.py", line 379, in __init__
OSError: [WinError 127] Die angegebene Prozedur wurde nicht gefunden

Last but not least, I tried BasicVSR++:

pip install -U openmim ended with:

Collecting aliyun-python-sdk-core>=2.13.12 (from oss2~=2.17.0->openxlab->opendatalab->openmim)
  Using cached aliyun-python-sdk-core-2.15.1.tar.gz (443 kB)
  Preparing metadata (setup.py) ... error
  error: subprocess-exited-with-error

  × python setup.py egg_info did not run successfully.
  │ exit code: 1
  ╰─> [7 lines of output]
      Traceback (most recent call last):
        File "<string>", line 2, in <module>
        File "<pip-setuptools-caller>", line 34, in <module>
        File "C:\Users\Selur\AppData\Local\Temp\pip-install-v3fe2m_x\aliyun-python-sdk-core_efa56ca68579425b85b28aef6d602d71\setup.py", line 41, in <module>
          VERSION = __import__(PACKAGE).__version__
                    ^^^^^^^^^^^^^^^^^^^
      ModuleNotFoundError: No module named 'aliyunsdkcore'
      [end of output]

  note: This error originates from a subprocess, and is likely not a problem with pip.
error: metadata-generation-failed

× Encountered error while generating package metadata.
╰─> See above for output.

note: This is an issue with the package mentioned above, not pip.
hint: See above for details.

vsfemasr and vsrife: both seem to not know where to find the dlls, but not knowing what they are looking to I don't know what I should install or could install to my path. vsrealesrgan: no clue how to fix it basicvsr++: from what I see, the problem is with mmvc is not supporting Python 3.12 so far through precomiled files.

Got any hints/tips/… I could try to get vsfemasr, vsrife, vsrealesrgan and basicvsr++ working?

May 13 '24 18:05 Selur

Why did you pip install --pre torch-tensorrt --index-url https://download.pytorch.org/whl/nightly/cu121 after pip install torch_tensorrt-2.4.0.dev0+8915f846d-cp312-cp312-win_amd64.whl? The README didn't tell you to do that!

May 15 '24 15:05 HolyWu

iirc I installed that since something was missing. Will try again and report back.

May 15 '24 16:05 Selur

Motivated that I got vs-dpir working with your help, I wanted to add your other projects, but can into a few problems. (Sorry, this is a bit longer, but I wanted to be sure you know what I did so you might be able to see what I missed or did wrong.)

What I did was

create 'Vapoursynth'-folder
downloaded 'Windows embeddable package (64-bit)' from https://www.python.org/downloads/release/python-3123/
extracted it into the 'Vapoursynth'-folder
downloaded 'VapourSynth64-Portable-R68' from https://github.com/vapoursynth/vapoursynth/releases
extracted it into the 'Vapoursynth'-folder
download get-pip.py from https://bootstrap.pypa.io/get-pip.py into the 'Vapoursynth'-folder
ran python get-pip.py
adjusted python312._pth by adding:
```
Scripts
Lib\site-packages
```
called python -m pip install wheel/VapourSynth-68-cp312-cp312-win_amd64.whl
downloaded https://github.com/HolyWu/vs-dpir/releases/download/v4.0.0/torch_tensorrt-2.4.0.dev0+8915f846d-cp312-cp312-win_amd64.whl
calledpython -m pip install torch_tensorrt-2.4.0.dev0+8915f846d-cp312-cp312-win_amd64.whl
installed vs-dpir, by calling
- python -m pip install wheel
- python -m pip install git+https://github.com/Jaded-Encoding-Thaumaturgy/vs-tools.git
- python -m pip install -U vsdpir
- python -m vsdpir
installed vsgan by calling:
- python -m pip install -U VSGAN
installed gsmfss:
- python -m pip install -U vsgmfss-fortuna
installed SwinIR by calling:
- python -m pip install -U vsswinir
- python -m vsswinir
installed HINet by calling:
- python -m pip install --upgrade vshinet
- python -m vshinet
installed AnimeSR by calling:
- python -m pip install -U vsanimesr
installed SCUNet by calling:
- python -m pip install -U vsscunet
- python -m vsscunet
installed CodeFormer by calling:
- python -m pip install -U vscodeformer
- python -m vscodeformer
installed GRLIR, by calling:
- python -m pip install antlr4-python3-runtime
- python -m pip install -U vsgrlir
- python -m vsgrlir

So far so good.

Then I tried 'vsrealesrgan':

python -m pip install -U vsrealesrgan
python -m vsrealesrgan this ended with:

Traceback (most recent call last):
  File "<frozen runpy>", line 189, in _run_module_as_main
  File "<frozen runpy>", line 148, in _get_module_details
  File "<frozen runpy>", line 112, in _get_module_details
  File "F:\Vapoursynth\Lib\site-packages\vsrealesrgan\__init__.py", line 9, in <module>
    import tensorrt
  File "F:\Vapoursynth\Lib\site-packages\tensorrt\__init__.py", line 18, in <module>
    from tensorrt_bindings import  *
ModuleNotFoundError: No module named 'tensorrt_bindings'

(I uninstalled vsrealesrgan then)

Then I tried 'vsrife':

python -m pip install --upgrade vsrife
python -m vsrife this ended with:

Traceback (most recent call last):
  File "<frozen runpy>", line 189, in _run_module_as_main
  File "<frozen runpy>", line 148, in _get_module_details
  File "<frozen runpy>", line 112, in _get_module_details
  File "F:\Vapoursynth\Lib\site-packages\vsrife\__init__.py", line 9, in <module>
    import tensorrt
  File "F:\Vapoursynth\Lib\site-packages\tensorrt\__init__.py", line 18, in <module>
    from tensorrt_bindings import  *

(I uninstalled vsrife then)

Then I tried 'vsfemasr':

python -m pip install -U vsfemasr
python -m vsfemasr endend with:

Traceback (most recent call last):
  File "<frozen runpy>", line 189, in _run_module_as_main
  File "<frozen runpy>", line 148, in _get_module_details
  File "<frozen runpy>", line 112, in _get_module_details
  File "F:\Vapoursynth\Lib\site-packages\vsfemasr\__init__.py", line 8, in <module>
    import tensorrt
  File "F:\Vapoursynth\Lib\site-packages\tensorrt\__init__.py", line 18, in <module>
    from tensorrt_bindings import  *
ModuleNotFoundError: No module named 'tensorrt_bindings'

Last I tried BasicVSR++:

python -m pip install -U openmim ended with:

Collecting aliyun-python-sdk-core>=2.13.12 (from oss2~=2.17.0->openxlab->opendatalab->openmim)
  Using cached aliyun-python-sdk-core-2.15.1.tar.gz (443 kB)
  Preparing metadata (setup.py) ... error
  error: subprocess-exited-with-error

  × python setup.py egg_info did not run successfully.
  │ exit code: 1
  ╰─> [7 lines of output]
      Traceback (most recent call last):
        File "<string>", line 2, in <module>
        File "<pip-setuptools-caller>", line 34, in <module>
        File "C:\Users\Selur\AppData\Local\Temp\pip-install-q56iod47\aliyun-python-sdk-core_8dd359ccd9be4d9f9b5ed369a6b219b3\setup.py", line 41, in <module>
          VERSION = __import__(PACKAGE).__version__
                    ^^^^^^^^^^^^^^^^^^^
      ModuleNotFoundError: No module named 'aliyunsdkcore'
      [end of output]

  note: This error originates from a subprocess, and is likely not a problem with pip.
error: metadata-generation-failed

× Encountered error while generating package metadata.
╰─> See above for output.

note: This is an issue with the package mentioned above, not pip.
hint: See above for details.

=> not using "--pre torch-tensorrt" changed the output.

May 15 '24 16:05 Selur

Your tensorrt python package was not properly installed. Normally installing tensorrt 10 from PyPI will also install tensorrt-cu12_bindings and tensorrt-cu12_libs automatically. I have updated the README to specifically install them as well.

Besides, some other projects (vs-femasr, vs-gmfss_fortuna, vs-realesrgan) depend on torch_tensorrt_fx_only package. That package is outdated and uses the same directory name as torch_tensorrt package. Hence, some files could get overwritten by old files if you installed the aforementioned projects after torch_tensorrt package had been installed.

May 19 '24 06:05 HolyWu

!Thanks!, using:

python -m pip install torch_tensorrt_fx_only
python -m pip install wheel
python -m pip install tensorrt==10.0.1 tensorrt-cu12_bindings==10.0.1 tensorrt-cu12_libs==10.0.1 --extra-index-url https://pypi.nvidia.com seems to do the trick 👍 (only thing that doesn't work atm. is BasicVSR++)

btw.

python -m pip install -U vsdpir only installed v4.0.0, will try in a few days again, whether it then updates to 4.1.0.

May 19 '24 16:05 Selur

Huh? It's already on PyPI a few hours ago.

May 19 '24 16:05 HolyWu

Strange, just triggered it again:

F:\Vapoursynth>python -m pip install -U vsdpir
Requirement already satisfied: vsdpir in f:\vapoursynth\lib\site-packages (4.0.0)
Collecting vsdpir
  Using cached vsdpir-4.1.0-py3-none-any.whl.metadata (1.8 kB)
Requirement already satisfied: numpy in f:\vapoursynth\lib\site-packages (from vsdpir) (1.26.4)
Requirement already satisfied: requests in f:\vapoursynth\lib\site-packages (from vsdpir) (2.31.0)
INFO: pip is looking at multiple versions of vsdpir to determine which version is compatible with other requirements. This could take a while.
Requirement already satisfied: torch>=2.3.0 in f:\vapoursynth\lib\site-packages (from vsdpir) (2.3.0)
Requirement already satisfied: tqdm in f:\vapoursynth\lib\site-packages (from vsdpir) (4.66.4)
Requirement already satisfied: vapoursynth>=66 in f:\vapoursynth\lib\site-packages (from vsdpir) (68)
Requirement already satisfied: vstools in f:\vapoursynth\lib\site-packages (from vsdpir) (3.1.0)
Requirement already satisfied: filelock in f:\vapoursynth\lib\site-packages (from torch>=2.3.0->vsdpir) (3.14.0)
Requirement already satisfied: typing-extensions>=4.8.0 in f:\vapoursynth\lib\site-packages (from torch>=2.3.0->vsdpir) (4.11.0)
Requirement already satisfied: sympy in f:\vapoursynth\lib\site-packages (from torch>=2.3.0->vsdpir) (1.12)
Requirement already satisfied: networkx in f:\vapoursynth\lib\site-packages (from torch>=2.3.0->vsdpir) (3.3)
Requirement already satisfied: jinja2 in f:\vapoursynth\lib\site-packages (from torch>=2.3.0->vsdpir) (3.1.4)
Requirement already satisfied: fsspec in f:\vapoursynth\lib\site-packages (from torch>=2.3.0->vsdpir) (2024.5.0)
Requirement already satisfied: mkl<=2021.4.0,>=2021.1.1 in f:\vapoursynth\lib\site-packages (from torch>=2.3.0->vsdpir) (2021.4.0)
Requirement already satisfied: charset-normalizer<4,>=2 in f:\vapoursynth\lib\site-packages (from requests->vsdpir) (3.3.2)
Requirement already satisfied: idna<4,>=2.5 in f:\vapoursynth\lib\site-packages (from requests->vsdpir) (3.7)
Requirement already satisfied: urllib3<3,>=1.21.1 in f:\vapoursynth\lib\site-packages (from requests->vsdpir) (2.2.1)
Requirement already satisfied: certifi>=2017.4.17 in f:\vapoursynth\lib\site-packages (from requests->vsdpir) (2024.2.2)
Requirement already satisfied: colorama in f:\vapoursynth\lib\site-packages (from tqdm->vsdpir) (0.4.6)
Requirement already satisfied: stgpytools>=1.0.5 in f:\vapoursynth\lib\site-packages (from vstools->vsdpir) (1.0.5)
Requirement already satisfied: rich>=12.6.0 in f:\vapoursynth\lib\site-packages (from vstools->vsdpir) (13.7.1)
Requirement already satisfied: intel-openmp==2021.* in f:\vapoursynth\lib\site-packages (from mkl<=2021.4.0,>=2021.1.1->torch>=2.3.0->vsdpir) (2021.4.0)
Requirement already satisfied: tbb==2021.* in f:\vapoursynth\lib\site-packages (from mkl<=2021.4.0,>=2021.1.1->torch>=2.3.0->vsdpir) (2021.12.0)
Requirement already satisfied: markdown-it-py>=2.2.0 in f:\vapoursynth\lib\site-packages (from rich>=12.6.0->vstools->vsdpir) (3.0.0)
Requirement already satisfied: pygments<3.0.0,>=2.13.0 in f:\vapoursynth\lib\site-packages (from rich>=12.6.0->vstools->vsdpir) (2.18.0)
Requirement already satisfied: MarkupSafe>=2.0 in f:\vapoursynth\lib\site-packages (from jinja2->torch>=2.3.0->vsdpir) (2.1.5)
Requirement already satisfied: mpmath>=0.19 in f:\vapoursynth\lib\site-packages (from sympy->torch>=2.3.0->vsdpir) (1.3.0)
Requirement already satisfied: mdurl~=0.1 in f:\vapoursynth\lib\site-packages (from markdown-it-py>=2.2.0->rich>=12.6.0->vstools->vsdpir) (0.1.2)

Even running python -m pip cache purge before python -m pip install -U vsdpir doesn't change it.

Okay, when I call python -m pip install -U vsdpir==4.1.0

Collecting vsdpir==4.1.0
  Using cached vsdpir-4.1.0-py3-none-any.whl.metadata (1.8 kB)
Requirement already satisfied: numpy in f:\vapoursynth\lib\site-packages (from vsdpir==4.1.0) (1.26.4)
Requirement already satisfied: requests in f:\vapoursynth\lib\site-packages (from vsdpir==4.1.0) (2.31.0)
INFO: pip is looking at multiple versions of vsdpir to determine which version is compatible with other requirements. This could take a while.
ERROR: Could not find a version that satisfies the requirement torch>=2.4.0.dev (from vsdpir) (from versions: 2.2.0, 2.2.1, 2.2.2, 2.3.0)
ERROR: No matching distribution found for torch>=2.4.0.dev

Seems like I missed something somewhere or something got changed, steps I did were:

create 'Vapoursynth'-folder
downloaded 'Windows embeddable package (64-bit)' from https://www.python.org/downloads/release/python-3123/
extracted it into the 'Vapoursynth'-folder
downloaded 'VapourSynth64-Portable-R68' from https://github.com/vapoursynth/vapoursynth/releases
extracted it into the 'Vapoursynth'-folder
download get-pip.py from https://bootstrap.pypa.io/get-pip.py into the 'Vapoursynth'-folder
ran python get-pip.py
adjusted python312._pth by adding:
```
Scripts
Lib\site-packages
```
python -m pip install torch_tensorrt_fx_only
python -m pip install wheel
python -m pip install tensorrt==10.0.1 tensorrt-cu12_bindings==10.0.1 tensorrt-cu12_libs==10.0.1 --extra-index-url https://pypi.nvidia.com
installed vs-dpir, by calling
- python -m pip install git+https://github.com/Jaded-Encoding-Thaumaturgy/vs-tools.git
- python -m pip install -U vsdpir
- python -m vsdpir
installed vsgan by calling:
- python -m pip install -U VSGAN
installed gsmfss:
- python -m pip install -U vsgmfss-fortuna
installed SwinIR by calling:
- python -m pip install -U vsswinir
- python -m vsswinir
installed HINet by calling:
- python -m pip install --upgrade vshinet
- python -m vshinet
installed AnimeSR by calling:
- python -m pip install -U vsanimesr
installed SCUNet by calling:
- python -m pip install -U vsscunet
- python -m vsscunet
installed CodeFormer by calling:
- python -m pip install -U vscodeformer
- python -m vscodeformer
installed GRLIR, by calling:
- python -m pip install antlr4-python3-runtime
- python -m pip install -U vsgrlir
- python -m vsgrlir
installed 'vsrealesrgan':
- python -m pip install -U vsrealesrgan
- python -m vsrealesrgan
installed 'vsrife':
- python -m pip install --upgrade vsrife
python -m vsrife
- installed 'vsfemasr':
- python -m pip install -U vsfemasr
- python -m vsfemasr

May 19 '24 16:05 Selur

The release note has mentioned PyTorch version bump. You need to install nightly build.

May 19 '24 16:05 HolyWu

Ah, I still need python -m pip install torch_tensorrt-2.4.0.dev20240518+cu121-cp312-cp312-win_amd64.whl I wrongly assumed that: python -m pip install --pre torch-tensorrt --index-url https://download.pytorch.org/whl/nightly/cu121 would already do the job. => got 4.1.0 now thanks!

I assume that for BasicVSR++ the only thing I can do is wait till openmin suppots Python 3.12, right?

May 19 '24 16:05 Selur

Argh,.. I still didn't get it properly. Tried it anew to be sure I got the right order, but with:

created 'Vapoursynth'-folder
downloaded 'Windows embeddable package (64-bit)' from https://www.python.org/downloads/release/python-3123/
extracted it into the 'Vapoursynth'-folder
downloaded 'VapourSynth64-Portable-R68' from https://github.com/vapoursynth/vapoursynth/releases
extracted it into the 'Vapoursynth'-folder
finished Vapoursynth portable installation:
- adjusted python312._pth by adding:
```
Scripts
Lib\site-packages
```
- installed pip:
  - download get-pip.py from https://bootstrap.pypa.io/get-pip.py into the 'Vapoursynth'-folder
  - python get-pip.py
- python -m pip install wheel\VapourSynth-68-cp312-cp312-win_amd64.whl
installed torch dependencies:
- python -m pip install wheel
- installed TensorRT FX
  - python -m pip install torch_tensorrt_fx_only
- installed Pytorch 2.4 dev (uninstalled torch 2.3.0 and installed Pytorch 2.4.0.dev20240519+cu121)
  - python -m pip install --pre torch torchvision --index-url https://download.pytorch.org/whl/nightly/cu121
- installed TensorRT
- python -m pip install https://github.com/HolyWu/vs-dpir/releases/download/v4.1.0/torch_tensorrt-2.4.0.dev20240518+cu121-cp312-cp312-win_amd64.whl
- python -m pip install tensorrt==10.0.1 tensorrt-cu12_bindings==10.0.1 tensorrt-cu12_libs==10.0.1 --extra-index-url https://pypi.nvidia.com it fails with vsfemasr. :( calling python -m pip install -U vsfemasr I get:

INFO: pip is looking at multiple versions of torch-tensorrt-fx-only to determine which version is compatible with other requirements. This could take a while.
Collecting torch-tensorrt-fx-only>=1.3.0 (from vsfemasr)
  Using cached torch_tensorrt_fx_only-1.3.0-py3-none-any.whl.metadata (13 kB)
Collecting vsfemasr
  Using cached vsfemasr-1.1.0-py3-none-any.whl.metadata (9.9 kB)
  Using cached vsfemasr-1.0.0-py3-none-any.whl.metadata (9.9 kB)
ERROR: Cannot install vsfemasr and vsfemasr==1.0.0 because these package versions have conflicting dependencies.

The conflict is caused by:
    vsfemasr 1.0.0 depends on torch>=1.13.0
    torch-tensorrt-fx-only 1.4.0.post1 depends on torch<2.2 and >=2.0.1
    vsfemasr 1.0.0 depends on torch>=1.13.0
    torch-tensorrt-fx-only 1.3.0 depends on torch<1.14.0 and >=1.13.0

To fix this you could try to:
1. loosen the range of package versions you've specified
2. remove package versions to allow pip attempt to solve the dependency conflict

calling python -m pip install -U vsfemasr==1.2.0, I get:

INFO: pip is looking at multiple versions of torch-tensorrt-fx-only to determine which version is compatible with other requirements. This could take a while.
Collecting torch-tensorrt-fx-only>=1.3.0 (from vsfemasr==1.2.0)
  Using cached torch_tensorrt_fx_only-1.3.0-py3-none-any.whl.metadata (13 kB)
ERROR: Cannot install vsfemasr and vsfemasr==1.2.0 because these package versions have conflicting dependencies.

The conflict is caused by:
    vsfemasr 1.2.0 depends on torch>=1.13.0
    torch-tensorrt-fx-only 1.4.0.post1 depends on torch<2.2 and >=2.0.1
    vsfemasr 1.2.0 depends on torch>=1.13.0
    torch-tensorrt-fx-only 1.3.0 depends on torch<1.14.0 and >=1.13.0

To fix this you could try to:
1. loosen the range of package versions you've specified
2. remove package versions to allow pip attempt to solve the dependency conflict

ERROR: ResolutionImpossible: for help visit https://pip.pypa.io/en/latest/topics/dependency-resolution/#dealing-with-dependency-conflicts

=> What is the right order to install the torch dependencies?

May 19 '24 18:05 Selur

Either don't install projects which depend on outdated torch_tensorrt_fx_only at the moment, or install them with --no-deps flag and hope they don't break.

May 20 '24 09:05 HolyWu

vsdpir and vsrife both install but do not work and complaint about torch_tensorrt.fx.converters.converter_utils missing. atm. I got:

Package                  Version
------------------------ ------------------------
annotated-types          0.7.0
antlr4-python3-runtime   4.9.3
beautifulsoup4           4.12.3
blis                     0.7.11
Bottleneck               1.3.8
catalogue                2.0.10
certifi                  2024.2.2
charset-normalizer       3.3.2
click                    8.1.7
cloudpathlib             0.16.0
colorama                 0.4.6
confection               0.1.4
contourpy                1.2.1
cupy-cuda11x             13.1.0
cycler                   0.12.1
cymem                    2.0.8
einops                   0.8.0
fastai                   1.0.60
fastprogress             1.0.3
fastrlock                0.8.2
filelock                 3.14.0
fonttools                4.52.1
fsspec                   2024.5.0
huggingface-hub          0.23.1
idna                     3.7
imageio                  2.34.1
intel-openmp             2021.4.0
Jinja2                   3.1.4
kiwisolver               1.4.5
kornia                   0.7.2
kornia_rs                0.1.3
langcodes                3.4.0
language_data            1.2.0
lazy_loader              0.4
llvmlite                 0.42.0
marisa-trie              1.1.1
markdown-it-py           3.0.0
MarkupSafe               2.1.5
matplotlib               3.9.0
mdurl                    0.1.2
mkl                      2021.4.0
mpmath                   1.3.0
murmurhash               1.0.10
networkx                 3.3
numba                    0.59.1
numexpr                  2.10.0
numpy                    1.26.4
nvidia-cuda-runtime-cu12 12.5.39
nvidia-ml-py3            7.352.0
omegaconf                2.3.0
opencv-contrib-python    4.9.0.80
opencv-python            4.9.0.80
packaging                24.0
pandas                   2.2.2
Pillow                   10.1.0
pip                      24.0
preshed                  3.0.9
pydantic                 2.7.1
pydantic_core            2.18.2
Pygments                 2.18.0
pyparsing                3.1.2
python-dateutil          2.9.0.post0
pytz                     2024.1
PyYAML                   6.0.1
requests                 2.32.2
rich                     13.7.1
safetensors              0.4.3
scikit-image             0.23.2
scipy                    1.13.1
setuptools               70.0.0
six                      1.16.0
smart-open               6.4.0
soupsieve                2.5
spacy                    3.7.4
spacy-legacy             3.0.12
spacy-loggers            1.0.5
srsly                    2.4.8
stgpytools               1.0.5
sympy                    1.12
tbb                      2021.12.0
tensorrt                 10.0.1
tensorrt-cu12            10.0.1
tensorrt-cu12_bindings   10.0.1
tensorrt-cu12_libs       10.0.1
thinc                    8.2.3
tifffile                 2024.5.22
timm                     1.0.3
torch                    2.4.0.dev20240523+cu121
torch_tensorrt           2.4.0.dev20240518+cu121
torch-tensorrt-fx-only   1.2.0
torchvision              0.19.0.dev20240525+cu121
tqdm                     4.66.4
typer                    0.9.4
typing_extensions        4.12.0
tzdata                   2024.1
urllib3                  2.2.1
VapourSynth              68
vsanimesr                1.0.0
vscodeformer             1.0.1
vsddcolor                1.0.1
vsdeoldify               3.5.3
vsdpir                   4.1.0
vsgan                    1.6.4
vsgmfss_fortuna          1.0.0
vsgrlir                  1.1.1
vshinet                  1.0.0
vsrealesrgan             4.0.0
vsrife                   5.0.0
vsscunet                 1.0.0
vsswinir                 2.0.0
vstools                  3.1.0
vsutil                   0.8.0
wasabi                   1.1.2
weasel                   0.3.4
wheel                    0.43.0

May 27 '24 07:05 Selur

resetting everything up again, seems to work, will do some testing which tools installation breaks the rest.

May 27 '24 07:05 Selur

Okay, not using:

vsfemasr
vsanimesr
vsrealesrgan
vsgmfss-fortuna keeps vs-dpir and vs-rife working. => So sticking with R65 and the older vs-dpir and vs-rife versions, seems to be the best for me. Looking forward to any update on some of your filters.

May 27 '24 08:05 Selur

Small update:

vsfemasr 2.0.0 works fine.
got BasicVSR++ working with site-packages_mmcv_p312_cuda121.zip provided by Dan64. (ugly since it's not a wheel, but it works ;))

so atm. only:

vsanimesr
vsrealesrgan
vsgmfss-fortuna are not usable with R68 without breaking vs-dpir and vs-rife.

Jun 03 '24 14:06 Selur