26.05.2026, 20:34
script used was:
VRAM usage spiked on starting the server to around 15GB and then fell down to 2.8GB, when starting the job it goes up to 4.6 GB(short GPU usage and cpu usage spike), but then VRAM usage stays at 4.6GB and no GPU usage or gpu usage.
Stopped server again, updated the server part (git pull), restarted job, same effect small gpu&vram usage spike then nothing.
No additional output in server window.
I also monitored the local firewall nothing gets blocked by it.
In case it matters:
'pip list' in venv shows:
'python -m pip list' in my normal env shows:
=> going to bed now.
Cu Selur
import ctypes
import sys
import os
import vapoursynth as vs
# getting Vapoursynth core
core = vs.core
# Limit frame cache to 48449MB
core.max_cache_size = 48449
# Import scripts folder
scriptPath = 'F:/Hybrid/64bit/vsscripts'
sys.path.insert(0, os.path.abspath(scriptPath))
# Loading Support Files
Dllref = ctypes.windll.LoadLibrary("F:/Hybrid/64bit/vsfilters/Support/libfftw3f-3.dll")
# loading plugins
core.std.LoadPlugin(path="F:/Hybrid/64bit/vsfilters/DenoiseFilter/NEO_FFT3DFilter/neo-fft3d.dll")
core.std.LoadPlugin(path="F:/Hybrid/64bit/vsfilters/DenoiseFilter/DFTTest/DFTTest.dll")
core.std.LoadPlugin(path="F:/Hybrid/64bit/Vapoursynth/Lib/site-packages/vapoursynth/plugins2/bwdif.dll")
core.std.LoadPlugin(path="F:/Hybrid/64bit/Vapoursynth/Lib/site-packages/vapoursynth/plugins2/fmtconv.dll")
core.std.LoadPlugin(path="F:/Hybrid/64bit/Vapoursynth/Lib/site-packages/vapoursynth/plugins2/sneedif/libsneedif.dll")
core.std.LoadPlugin(path="F:/Hybrid/64bit/vsfilters/Support/libeedi3vk.dll")
core.std.LoadPlugin(path="F:/Hybrid/64bit/Vapoursynth/Lib/site-packages/vapoursynth/plugins2/addnoise.dll")
core.std.LoadPlugin(path="F:/Hybrid/64bit/Vapoursynth/Lib/site-packages/vapoursynth/plugins2/mvtools.dll")
core.std.LoadPlugin(path="F:/Hybrid/64bit/Vapoursynth/Lib/site-packages/vapoursynth/plugins2/akarin/libakarin.dll")
core.std.LoadPlugin(path="F:/Hybrid/64bit/Vapoursynth/Lib/site-packages/vapoursynth/plugins2/zsmooth/zsmooth.dll")
core.std.LoadPlugin(path="F:/Hybrid/64bit/vsfilters/SourceFilter/DGDecNV/DGDecodeNV_AVX2.dll")
# Import scripts
import vsdeoldify as havc
import qtgmc
import validate
# Source: 'G:\TestClips&Co\files\MakeMKV\Ashes and Snow (Gregory Colbert) [2005, NTSC DVD5] MakeMKV.mkv'
# clip current meta; color space: YUV420P8, bit depth: 8, resolution: 720x480, fps: 24.204, color matrix: 470bg, color primaries: Unspecific, color transfer: Unspecified, yuv luminance scale: limited, scanorder: top field first, full height: true (Source)
# Loading 'G:\TestClips&Co\files\MakeMKV\Ashes and Snow (Gregory Colbert) [2005, NTSC DVD5] MakeMKV.mkv' using DGSource
clip = core.dgdecodenv.DGSource("J:/tmp/2026-05-26@19_55_55_2610/2026-05-26@19_55_55_2610.dgi",fieldop=0) # 24.204 fps, scanorder: top field first
frame = clip.get_frame(0)
# setting color matrix to 470bg.
clip = core.std.SetFrameProps(clip, _Matrix=vs.MATRIX_BT470_BG)
# setting color transfer (vs.TRANSFER_BT601), if it is not set.
if validate.transferIsInvalid(clip):
clip = core.std.SetFrameProps(clip=clip, _Transfer=vs.TRANSFER_BT601)
# setting color primaries info (to vs.PRIMARIES_BT470_BG), if it is not set.
if validate.primariesIsInvalid(clip):
clip = core.std.SetFrameProps(clip=clip, _Primaries=vs.PRIMARIES_BT470_BG)
# setting color range to TV (limited) range.
prop_name = '_Range' if core.core_version.release_major >= 74 else '_ColorRange'
clip = core.std.SetFrameProps(clip=clip, **{prop_name: vs.RANGE_LIMITED})
# making sure frame rate is set to 24.204fps
clip = core.std.AssumeFPS(clip=clip, fpsnum=6051, fpsden=250)
# making sure the detected scan type is set (detected: top field first)
clip = core.std.SetFrameProps(clip=clip, _FieldBased=vs.FIELD_TOP) # scan type: top field first
# Deinterlacing using QTGMC
clip = qtgmc.QTGMC(clip, Preset="Fast", TFF=True, opencl=True) # new fps: 48.408
# Making sure content is preceived as frame based
clip = core.std.SetFrameProps(clip=clip, _FieldBased=vs.FIELD_PROGRESSIVE) # scan type: progressive
# colorize using CMNet with external DiT (HAVC)
clip = havc.HAVC_cmnet2dit(clip, encode_mode=1, max_memory_frames=10, dit_engine_params={"host": "127.0.0.1", "port": 8765, "model_precision": "int4"})
# adjusting output color from YUV420P8 to YUV420P10 for NVEncModel
clip = core.resize.Bicubic(clip=clip, format=vs.YUV420P10)
# set output frame rate to 48.408fps (progressive)
clip = core.std.AssumeFPS(clip=clip, fpsnum=6051, fpsden=125)
# output
clip.set_output()
# clip current meta; color space: YUV420P10, bit depth: 10, resolution: 720x480, fps: 48.408, color matrix: 470bg, color primaries: Unspecific, color transfer: Unspecified, yuv luminance scale: limited, scanorder: progressive, full height: true (Meta)
# script was created by Hybrid 2026.05.26.1Quote: But using your task manger what is your RAM and VRAM usage ?RAM was around 20GB (still 40GB free and 16 GB used by the Python process of the server)
VRAM usage spiked on starting the server to around 15GB and then fell down to 2.8GB, when starting the job it goes up to 4.6 GB(short GPU usage and cpu usage spike), but then VRAM usage stays at 4.6GB and no GPU usage or gpu usage.
Stopped server again, updated the server part (git pull), restarted job, same effect small gpu&vram usage spike then nothing.
No additional output in server window.
I also monitored the local firewall nothing gets blocked by it.
In case it matters:
'pip list' in venv shows:
Package Version
------------------ --------------------
accelerate 1.12.0
annotated-doc 0.0.4
anyio 4.13.0
certifi 2026.5.20
charset-normalizer 3.4.7
click 8.4.1
colorama 0.4.6
diffusers 0.37.0.dev0
einops 0.8.2
filelock 3.29.0
fsspec 2026.4.0
h11 0.16.0
hf-xet 1.5.0
httpcore 1.0.9
httpx 0.28.1
huggingface_hub 0.36.2
idna 3.16
importlib_metadata 9.0.0
Jinja2 3.1.6
markdown-it-py 4.2.0
MarkupSafe 3.0.3
mdurl 0.1.2
mpmath 1.3.0
networkx 3.6.1
numpy 2.4.4
nunchaku 1.2.1+cu12.8torch2.9
packaging 26.2
peft 0.19.1
pillow 12.2.0
pip 26.1.1
protobuf 7.35.0
psutil 7.2.2
Pygments 2.20.0
PyYAML 6.0.3
regex 2026.5.9
requests 2.34.2
rich 15.0.0
safetensors 0.8.0rc0
sentencepiece 0.2.1
setuptools 70.2.0
shellingham 1.5.4
sympy 1.14.0
tokenizers 0.22.2
torch 2.9.1+cu128
torchaudio 2.9.1+cu128
torchvision 0.24.1+cu128
tqdm 4.67.3
transformers 4.57.6
typer 0.25.1
typing_extensions 4.15.0
urllib3 2.7.0
zipp 4.1.0Package Version
--------------------------- ------------
addict 2.4.0
annotated-types 0.7.0
antlr4-python3-runtime 4.9.3
anyio 4.12.0
beautifulsoup4 4.14.3
blis 1.3.3
Bottleneck 1.6.0
catalogue 2.0.10
certifi 2025.11.12
charset-normalizer 3.4.4
click 8.3.1
cloudpathlib 0.23.0
colorama 0.4.6
coloredlogs 15.0.1
confection 0.1.5
contourpy 1.3.3
cppimport 22.5.10
cuda-pathfinder 1.5.4
cupy-cuda12x 14.0.1
cycler 0.12.1
cymem 2.0.13
distlib 0.4.0
dlib 20.0.0
einops 0.8.1
fastai 1.0.60
fastprogress 1.0.3
filelock 3.29.0
flatbuffers 25.12.19
fonttools 4.61.1
fsspec 2025.12.0
h11 0.16.0
hf-xet 1.2.0
httpcore 1.0.9
httpx 0.28.1
huggingface_hub 1.2.3
humanfriendly 10.0
idna 3.11
ImageIO 2.37.2
jetpytools 2.2.2
Jinja2 3.1.6
kiwisolver 1.4.9
kornia 0.8.2
kornia_rs 0.1.10
lazy_loader 0.4
lief 0.17.6
llvmlite 0.46.0
Mako 1.3.12
markdown-it-py 4.0.0
MarkupSafe 2.1.5
matplotlib 3.10.8
mdurl 0.1.2
ml_dtypes 0.5.4
mmengine 0.10.7
mpmath 1.3.0
murmurhash 1.0.15
networkx 3.6.1
ninja 1.13.0
numba 0.63.1
numexpr 2.14.1
numpy 2.2.6
nvidia-cuda-runtime-cu12 12.9.79
nvidia-ml-py 13.595.45
nvidia-ml-py3 7.352.0
nvidia-modelopt 0.43.0
omegaconf 2.3.0
onnx 1.19.1
onnx_graphsurgeon 0.5.8
onnx-ir 0.2.1
onnxconverter-common 1.16.0
onnxruntime-gpu 1.22.0
onnxscript 0.7.0
onnxslim 0.1.93
opencv-contrib-python 4.12.0.88
opencv-python 4.12.0.88
packaging 26.0
pandas 2.3.3
pillow 12.0.0
pip 26.1.1
platformdirs 4.5.1
polygraphy 0.49.26
positional-encodings 6.0.4
preshed 3.0.12
protobuf 6.33.2
PuLP 3.3.0
pybind11 3.0.4
pydantic 2.12.5
pydantic_core 2.41.5
Pygments 2.19.2
pyparsing 3.2.5
pyreadline3 3.5.4
python-dateutil 2.9.0.post0
python-discovery 1.3.1
pytz 2025.2
PyYAML 6.0.3
regex 2025.11.3
requests 2.32.5
rich 14.2.0
safetensors 0.7.0
scikit-image 0.26.0
scipy 1.16.3
setuptools 82.0.1
shellingham 1.5.4
six 1.17.0
smart_open 7.5.0
soupsieve 2.8.1
spacy 3.8.11
spacy-legacy 3.0.12
spacy-loggers 1.0.5
spatial_correlation_sampler 0.5.0
srsly 2.5.2
sympy 1.14.0
tensorrt 10.9.0.34
tensorrt_cu12 10.9.0.34
tensorrt_cu12_bindings 10.9.0.34
tensorrt_cu12_libs 10.9.0.34
termcolor 3.2.0
thinc 8.3.10
tifffile 2025.12.12
timm 1.0.22
torch 2.7.1+cu128
torch_tensorrt 2.7.0+cu128
torchvision 0.22.1+cu128
tqdm 4.67.1
typer-slim 0.20.0
typing_extensions 4.15.0
typing-inspection 0.4.2
tzdata 2025.3
urllib3 2.6.2
VapourSynth 76
vapoursynth-adaptivegrain 0.5.0
vapoursynth-akarin 1.4.1
vapoursynth-awarp 3.1
vapoursynth-bestsource 18.0
vapoursynth-bilateralgpu 14
vapoursynth-bm3d 10.1
vapoursynth-bwdif 5.1
vapoursynth-cranexpr 0.7.0
vapoursynth-d2vsource 1.4
vapoursynth-dctfilter 3.2
vapoursynth-deblock 8.1
vapoursynth-dedot 3.0
vapoursynth-descale 12
vapoursynth-descratch 4.0
vapoursynth-dghdrtosdr 1.17.post1
vapoursynth-dotkill 3.0
vapoursynth-edgefixer 2.1
vapoursynth-edgemasks 4.1
vapoursynth-eedi3 10.0
vapoursynth-fillborders 3.0
vapoursynth-fmtconv 31
vapoursynth-hysteresis 1.1.3
vapoursynth-iscombed 2.1
vapoursynth-knlmeanscl 1.3
vapoursynth-mvtools 27
vapoursynth-nlm-cuda 4
vapoursynth-nlm-ispc 3
vapoursynth-resize2 0.4.3
vapoursynth-sangnom 43.0
vapoursynth-sneedif 4.3
vapoursynth-subtext 6.0
vapoursynth-timecube 4.0
vapoursynth-vivtc 2.0
vapoursynth-vszip 14.1.0
vapoursynth-wnnm 3
vapoursynth-zit 1.3.3
vapoursynth-znedi3 3.0
vapoursynth-zsmooth 0.15.5
vs_colorfix 2.0.0
vs-placebo 2.0.2
vs_temporalfix 2.1.0
vsanimesr 2.0.0
vsbasicvsrpp 3.0.0
vscodeformer 1.0.1
vsddcolor 1.0.2
vsdeoldify 5.8.0
vsdpir 4.3.0
vsdrba 1.0.2
vsfemasr 2.0.0
vsgan 1.6.4
vsgrlir 1.1.1
vshinet 1.0.0
vsjetpack 1.0.0
vsmfdin 1.0.0
vsnoise 1.2.1
vspropainter 1.2.5
vsrealesrgan 5.2.1
vsrife 5.6.0
vsrvrt 1.1.3
vsscunet 2.0.0
vsswinir 2.0.0
vstools 3.4.5
vsutil 0.8.0
wasabi 1.1.3
weasel 0.4.3
wheel 0.46.3
wrapt 2.0.1
yapf 0.43.0=> going to bed now.
Cu Selur
----
Dev versions are in the 'experimental'-folder of my GoogleDrive, which is linked on the download page.
Dev versions are in the 'experimental'-folder of my GoogleDrive, which is linked on the download page.