nvImageCodec
nvImageCodec copied to clipboard
Published
20 hours ago •
NVIDIA
NVIDIA
Memory leak when running in thread
Version
0.2.0
Describe the bug.
When I instantiate the nvImageCodec encoder for a second time in a thread, memory is not released. Which is more than 1 GB.
Minimum reproducible example
import os
import threading
import time
import numpy as np
import psutil
from nvidia import nvimgcodec
process = psutil.Process(os.getpid())
image_encoder = nvimgcodec.Encoder()
array = (np.random.rand(500, 500, 3) * 255).astype(np.uint8)
nvim = nvimgcodec.as_image(array)
def encode():
image_encoder = nvimgcodec.Encoder()
image_encoder.encode(nvim, "jpeg")
print("Process memory:")
print(f"Before encode in main thread: {process.memory_info().rss / (1024 * 1024):.2f} MB")
encode()
print(f"After encode in main thead: {process.memory_info().rss / (1024 * 1024):.2f} MB")
thread = threading.Thread(target=encode)
thread.start()
thread.join()
print(f"After encode in sub thread: {process.memory_info().rss / (1024 * 1024):.2f} MB")
Environment details
***OS Information***
DISTRIB_ID=Ubuntu
DISTRIB_RELEASE=20.04
DISTRIB_CODENAME=focal
DISTRIB_DESCRIPTION="Ubuntu 20.04.6 LTS"
NAME="Ubuntu"
VERSION="20.04.6 LTS (Focal Fossa)"
ID=ubuntu
ID_LIKE=debian
PRETTY_NAME="Ubuntu 20.04.6 LTS"
VERSION_ID="20.04"
Linux <removed> 5.4.0-165-generic #182-Ubuntu SMP Mon Oct 2 19:43:28 UTC 2023 x86_64 x86_64 x86_64 GNU/Linux
***GPU Information***
Tue Oct 8 09:01:04 2024
+-----------------------------------------------------------------------------------------+
| NVIDIA-SMI 550.54.14 Driver Version: 550.54.14 CUDA Version: 12.4 |
|-----------------------------------------+------------------------+----------------------+
| GPU Name Persistence-M | Bus-Id Disp.A | Volatile Uncorr. ECC |
| Fan Temp Perf Pwr:Usage/Cap | Memory-Usage | GPU-Util Compute M. |
|=========================================+========================+======================|
| 0 NVIDIA GeForce RTX 2080 Ti Off | 00000000:1B:00.0 Off | N/A |
| 31% 29C P8 3W / 250W | 0MiB / 11264MiB | 0% Default |
+-----------------------------------------+------------------------+----------------------+
+-----------------------------------------------------------------------------------------+
| Processes: |
| No running processes found |
+-----------------------------------------------------------------------------------------+
***CPU***
Architecture: x86_64
CPU(s): 64
Model name: Intel(R) Xeon(R) Gold 5218 CPU @ 2.30GHz
CPU MHz: 3196.828
CPU max MHz: 3900.0000
NUMA node0 CPU(s): 0-15,32-47
NUMA node1 CPU(s): 16-31,48-63
L1d cache: 1 MiB
L1i cache: 1 MiB
L2 cache: 32 MiB
L3 cache: 44 MiB
***CMake***
cmake version 3.29.3
***g++***
g++ (conda-forge gcc 11.3.0-19) 11.3.0
***nvcc***
nvcc: NVIDIA (R) Cuda compiler driver
Cuda compilation tools, release 11.7, V11.7.99
***Python***
Python 3.10.10
***conda packages***
_libgcc_mutex 0.1 conda_forge conda-forge
_openmp_mutex 4.5 2_kmp_llvm conda-forge
absl-py 2.1.0 pypi_0 pypi
aiofiles 23.2.1 pypi_0 pypi
aiohttp 3.9.5 pypi_0 pypi
aiosignal 1.3.1 pypi_0 pypi
antlr4-python3-runtime 4.9.3 pypi_0 pypi
anyio 4.4.0 pypi_0 pypi
appdirs 1.4.4 pypi_0 pypi
argcomplete 3.3.0 pypi_0 pypi
asciitree 0.3.3 pypi_0 pypi
asttokens 2.4.1 pypi_0 pypi
astunparse 1.6.3 pypi_0 pypi
async-timeout 4.0.3 pypi_0 pypi
attrs 22.2.0 pyh71513ae_0 conda-forge
beautifulsoup4 4.12.3 pypi_0 pypi
binutils_impl_linux-64 2.40 hf600244_0 conda-forge
black 22.12.0 pypi_0 pypi
blas 2.116 mkl conda-forge
blas-devel 3.9.0 16_linux64_mkl conda-forge
blinker 1.8.2 pypi_0 pypi
bokeh 3.4.1 pypi_0 pypi
boto3 1.34.113 pypi_0 pypi
botocore 1.34.113 pypi_0 pypi
brotli 1.1.0 pypi_0 pypi
brotlipy 0.7.0 py310h5764c6d_1005 conda-forge
bzip2 1.0.8 h7f98852_4 conda-forge
ca-certificates 2024.8.30 hbcca054_0 conda-forge
cachecontrol 0.12.14 pypi_0 pypi
cachetools 5.3.3 pypi_0 pypi
certifi 2024.8.30 pyhd8ed1ab_0 conda-forge
cffi 1.16.0 pypi_0 pypi
cfgv 3.4.0 pypi_0 pypi
charset-normalizer 3.3.2 pypi_0 pypi
clearml 1.16.1 pypi_0 pypi
cleo 2.0.1 pyhd8ed1ab_0 conda-forge
click 8.1.7 pypi_0 pypi
click-default-group 1.2.4 pypi_0 pypi
cloudpickle 2.2.1 pypi_0 pypi
cmake 3.29.3 pypi_0 pypi
colorama 0.4.6 pyhd8ed1ab_0 conda-forge
comm 0.2.2 pypi_0 pypi
conda-lock 1.1.1 pypi_0 pypi
contourpy 1.2.1 pypi_0 pypi
coverage 7.5.2 pypi_0 pypi
crashtest 0.4.1 pyhd8ed1ab_0 conda-forge
cryptography 42.0.7 pypi_0 pypi
cts 0.0.1 pypi_0 pypi
cucim 23.10.0 pypi_0 pypi
cuda 11.7.1 0 nvidia
cuda-cccl 12.1.109 0 nvidia
cuda-command-line-tools 11.7.1 0 nvidia
cuda-compiler 11.7.1 0 nvidia
cuda-cudart 11.7.99 0 nvidia
cuda-cudart-dev 11.7.99 0 nvidia
cuda-cuobjdump 12.1.111 0 nvidia
cuda-cupti 11.7.101 0 nvidia
cuda-cuxxfilt 12.1.105 0 nvidia
cuda-demo-suite 12.1.105 0 nvidia
cuda-documentation 12.1.105 0 nvidia
cuda-driver-dev 12.1.105 0 nvidia
cuda-gdb 12.1.105 0 nvidia
cuda-libraries 11.7.1 0 nvidia
cuda-libraries-dev 11.7.1 0 nvidia
cuda-memcheck 11.8.86 0 nvidia
cuda-nsight 12.1.105 0 nvidia
cuda-nsight-compute 12.1.1 0 nvidia
cuda-nvcc 11.7.99 0 nvidia
cuda-nvdisasm 12.1.105 0 nvidia
cuda-nvml-dev 12.1.105 0 nvidia
cuda-nvprof 12.1.105 0 nvidia
cuda-nvprune 12.1.105 0 nvidia
cuda-nvrtc 11.7.99 0 nvidia
cuda-nvrtc-dev 11.7.99 0 nvidia
cuda-nvtx 11.7.91 0 nvidia
cuda-nvvp 12.1.105 0 nvidia
cuda-python 11.8.1 py310h3fd9d12_0 nvidia
cuda-runtime 11.7.1 0 nvidia
cuda-sanitizer-api 12.1.105 0 nvidia
cuda-toolkit 11.7.1 0 nvidia
cuda-tools 11.7.1 0 nvidia
cuda-visual-tools 11.7.1 0 nvidia
cudatoolkit 11.7.0 hd8887f6_10 nvidia
cupy-cuda11x 11.6.0 pypi_0 pypi
cycler 0.12.1 pypi_0 pypi
dacite 1.7.0 pypi_0 pypi
dash 2.17.0 pypi_0 pypi
dash-bootstrap-components 1.6.0 pypi_0 pypi
dash-core-components 2.0.0 pypi_0 pypi
dash-grocery 0.0.7 pypi_0 pypi
dash-html-components 2.0.0 pypi_0 pypi
dash-table 5.0.0 pypi_0 pypi
dask 2023.12.1 pypi_0 pypi
dask-image 2022.9.0 pypi_0 pypi
dbus 1.13.6 h5008d03_3 conda-forge
debugpy 1.8.1 pypi_0 pypi
decorator 5.1.1 pypi_0 pypi
deprecated 1.2.14 pypi_0 pypi
dill 0.3.8 pypi_0 pypi
distlib 0.3.8 pypi_0 pypi
distributed 2023.12.1 pypi_0 pypi
dm-tree 0.1.8 pypi_0 pypi
dnspython 2.6.1 pypi_0 pypi
dulwich 0.21.3 py310h1fa729e_0 conda-forge
ensureconda 1.4.4 pypi_0 pypi
et-xmlfile 1.1.0 pypi_0 pypi
exceptiongroup 1.2.1 pypi_0 pypi
executing 2.0.1 pypi_0 pypi
expat 2.5.0 hcb278e6_1 conda-forge
fairscale 0.4.13 pypi_0 pypi
fasteners 0.19 pypi_0 pypi
fastjsonschema 2.19.1 pypi_0 pypi
fastrlock 0.8.2 pypi_0 pypi
ffmpeg 4.3 hf484d3e_0 pytorch
fiftyone 0.23.8 pypi_0 pypi
fiftyone-brain 0.16.1 pypi_0 pypi
fiftyone-db 1.1.2 pypi_0 pypi
filelock 3.14.0 pypi_0 pypi
flask 3.0.3 pypi_0 pypi
fmt 9.1.0 h924138e_0 conda-forge
fonttools 4.52.1 pypi_0 pypi
freetype 2.12.1 hca18f0e_1 conda-forge
frozenlist 1.4.1 pypi_0 pypi
fsspec 2024.5.0 pypi_0 pypi
ftfy 6.2.0 pypi_0 pypi
furl 2.1.3 pypi_0 pypi
future 1.0.0 pypi_0 pypi
fvcore 0.1.5.post20221221 pypi_0 pypi
gast 0.6.0 pypi_0 pypi
gcc 11.3.0 h02d0930_12 conda-forge
gcc_impl_linux-64 11.3.0 hab1b70f_19 conda-forge
gds-tools 1.6.1.9 0 nvidia
gettext 0.21.1 h27087fc_0 conda-forge
glob2 0.7 pypi_0 pypi
gmp 6.2.1 h58526e2_0 conda-forge
gmpy2 2.1.2 py310h3ec546c_1 conda-forge
gnutls 3.6.13 h85f3911_1 conda-forge
graphql-core 3.2.3 pypi_0 pypi
grpcio 1.64.0 pypi_0 pypi
grpcio-tools 1.64.0 pypi_0 pypi
gunicorn 23.0.0 pypi_0 pypi
gxx 11.3.0 h02d0930_12 conda-forge
gxx_impl_linux-64 11.3.0 hab1b70f_19 conda-forge
h11 0.14.0 pypi_0 pypi
h2 4.1.0 pypi_0 pypi
hpack 4.0.0 pypi_0 pypi
html5lib 1.1 pyh9f0ad1d_0 conda-forge
httpcore 1.0.5 pypi_0 pypi
httpx 0.27.0 pypi_0 pypi
huggingface-hub 0.23.2 pypi_0 pypi
humanize 4.9.0 pypi_0 pypi
hydra-core 1.3.2 pypi_0 pypi
hypercorn 0.16.0 pypi_0 pypi
hyperframe 6.0.1 pypi_0 pypi
icu 72.1 hcb278e6_0 conda-forge
identify 2.5.36 pypi_0 pypi
idna 3.7 pypi_0 pypi
imageio 2.34.1 pypi_0 pypi
importlib-metadata 6.6.0 pyha770c72_0 conda-forge
importlib_metadata 6.6.0 hd8ed1ab_0 conda-forge
importlib_resources 5.12.0 pyhd8ed1ab_0 conda-forge
inflate64 1.0.0 pypi_0 pypi
iniconfig 2.0.0 pypi_0 pypi
iopath 0.1.9 pypi_0 pypi
ipykernel 6.29.4 pypi_0 pypi
ipympl 0.9.4 pypi_0 pypi
ipython 8.24.0 pypi_0 pypi
ipython-genutils 0.2.0 pypi_0 pypi
ipywidgets 8.1.2 pypi_0 pypi
isort 5.13.2 pypi_0 pypi
itsdangerous 2.2.0 pypi_0 pypi
jaraco-classes 3.4.0 pypi_0 pypi
jedi 0.19.1 pypi_0 pypi
jeepney 0.8.0 pyhd8ed1ab_0 conda-forge
jinja2 3.1.4 pypi_0 pypi
jmespath 1.0.1 pypi_0 pypi
joblib 1.4.2 pypi_0 pypi
jpeg 9e h5eee18b_3
jsonlines 4.0.0 pypi_0 pypi
jsonpickle 3.0.4 pypi_0 pypi
jsonschema 4.17.3 pyhd8ed1ab_0 conda-forge
jupyter-client 8.6.2 pypi_0 pypi
jupyter-core 5.7.2 pypi_0 pypi
jupyterlab-widgets 3.0.10 pypi_0 pypi
kaleido 0.2.1 pypi_0 pypi
kernel-headers_linux-64 2.6.32 he073ed8_15 conda-forge
keyring 23.13.1 py310hff52083_0 conda-forge
kiwisolver 1.4.5 pypi_0 pypi
lame 3.100 h166bdaf_1003 conda-forge
lazy-loader 0.4 pypi_0 pypi
lcms2 2.15 hfd0df8a_0 conda-forge
ld_impl_linux-64 2.40 h41732ed_0 conda-forge
lerc 4.0.0 h27087fc_0 conda-forge
libblas 3.9.0 16_linux64_mkl conda-forge
libcblas 3.9.0 16_linux64_mkl conda-forge
libcublas 11.10.3.66 0 nvidia
libcublas-dev 11.10.3.66 0 nvidia
libcufft 10.7.2.124 h4fbf590_0 nvidia
libcufft-dev 10.7.2.124 h98a8f43_0 nvidia
libcufile 1.6.1.9 0 nvidia
libcufile-dev 1.6.1.9 0 nvidia
libcurand 10.3.2.106 0 nvidia
libcurand-dev 10.3.2.106 0 nvidia
libcusolver 11.4.0.1 0 nvidia
libcusolver-dev 11.4.0.1 0 nvidia
libcusparse 11.7.4.91 0 nvidia
libcusparse-dev 11.7.4.91 0 nvidia
libdeflate 1.17 h0b41bf4_0 conda-forge
libexpat 2.5.0 hcb278e6_1 conda-forge
libffi 3.4.2 h7f98852_5 conda-forge
libgcc-devel_linux-64 11.3.0 h210ce93_19 conda-forge
libgcc-ng 12.2.0 h65d4601_19 conda-forge
libgfortran-ng 12.2.0 h69a702a_19 conda-forge
libgfortran5 12.2.0 h337968e_19 conda-forge
libglib 2.76.2 hebfc3b9_0 conda-forge
libgomp 12.2.0 h65d4601_19 conda-forge
libhwloc 2.9.1 hd6dc26d_0 conda-forge
libiconv 1.17 h166bdaf_0 conda-forge
libjpeg-turbo 2.1.4 h166bdaf_0 conda-forge
liblapack 3.9.0 16_linux64_mkl conda-forge
liblapacke 3.9.0 16_linux64_mkl conda-forge
libllvm11 11.1.0 he0ac6c6_5 conda-forge
libnpp 11.7.4.75 0 nvidia
libnpp-dev 11.7.4.75 0 nvidia
libnsl 2.0.0 h7f98852_0 conda-forge
libnvjpeg 11.8.0.2 0 nvidia
libnvjpeg-dev 11.8.0.2 0 nvidia
libpng 1.6.39 h753d276_0 conda-forge
librmm 23.04.01 cuda11_230421_geab50f46_0 rapidsai
libsanitizer 11.3.0 h239ccf8_19 conda-forge
libsqlite 3.40.0 h753d276_1 conda-forge
libstdcxx-devel_linux-64 11.3.0 h210ce93_19 conda-forge
libstdcxx-ng 12.2.0 h46fd767_19 conda-forge
libtiff 4.5.0 h6adf6a1_2 conda-forge
libuuid 2.38.1 h0b41bf4_0 conda-forge
libwebp-base 1.3.0 h0b41bf4_0 conda-forge
libxcb 1.13 h7f98852_1004 conda-forge
libxml2 2.10.4 hfdac1af_0 conda-forge
libzlib 1.2.13 h166bdaf_4 conda-forge
lightning 2.2.5 pypi_0 pypi
lightning-utilities 0.11.2 pypi_0 pypi
line-profiler 4.1.3 pypi_0 pypi
lit 18.1.6 pypi_0 pypi
llvm-openmp 16.0.2 h4dfa4b3_0 conda-forge
llvmlite 0.39.1 py310h58363a5_1 conda-forge
locket 1.0.0 pypi_0 pypi
lockfile 0.12.2 py_1 conda-forge
lz4 4.3.3 pypi_0 pypi
markdown 3.6 pypi_0 pypi
markupsafe 2.1.5 pypi_0 pypi
matplotlib 3.9.0 pypi_0 pypi
matplotlib-inline 0.1.7 pypi_0 pypi
mkl 2022.1.0 h84fe81f_915 conda-forge
mkl-devel 2022.1.0 ha770c72_916 conda-forge
mkl-include 2022.1.0 h84fe81f_915 conda-forge
mongoengine 0.24.2 pypi_0 pypi
more-itertools 10.2.0 pypi_0 pypi
motor 3.4.0 pypi_0 pypi
mpc 1.3.1 hfe3b2da_0 conda-forge
mpfr 4.2.0 hb012696_0 conda-forge
mpmath 1.3.0 pyhd8ed1ab_0 conda-forge
msgpack-python 1.0.5 py310hdf3cbec_0 conda-forge
multidict 6.0.5 pypi_0 pypi
multivolumefile 0.2.3 pypi_0 pypi
mypy 0.991 pypi_0 pypi
mypy-extensions 1.0.0 pypi_0 pypi
nbformat 5.10.4 pypi_0 pypi
ncurses 6.3 h27087fc_1 conda-forge
nest-asyncio 1.6.0 pypi_0 pypi
nettle 3.6 he412f7d_0 conda-forge
networkx 3.3 pypi_0 pypi
nodeenv 1.8.0 pypi_0 pypi
nsight-compute 2023.1.1.4 0 nvidia
numba 0.56.4 py310h0e39c9b_1 conda-forge
numcodecs 0.12.1 pypi_0 pypi
numpy 1.23.5 py310h53a5b5f_0 conda-forge
nvidia-cublas-cu11 11.10.3.66 pypi_0 pypi
nvidia-cuda-cupti-cu11 11.7.101 pypi_0 pypi
nvidia-cuda-nvrtc-cu11 11.7.99 pypi_0 pypi
nvidia-cuda-runtime-cu11 11.7.99 pypi_0 pypi
nvidia-cudnn-cu11 8.5.0.96 pypi_0 pypi
nvidia-cufft-cu11 10.9.0.58 pypi_0 pypi
nvidia-curand-cu11 10.2.10.91 pypi_0 pypi
nvidia-cusolver-cu11 11.4.0.1 pypi_0 pypi
nvidia-cusparse-cu11 11.7.4.91 pypi_0 pypi
nvidia-dali-cuda110 1.41.0 pypi_0 pypi
nvidia-nccl-cu11 2.14.3 pypi_0 pypi
nvidia-nvimgcodec-cu11 0.2.0.7 pypi_0 pypi
nvidia-nvtx-cu11 11.7.91 pypi_0 pypi
omegaconf 2.3.0 pypi_0 pypi
opencv-python 4.9.0.80 pypi_0 pypi
opencv-python-headless 4.9.0.80 pypi_0 pypi
openh264 2.1.1 h780b84a_0 conda-forge
openjpeg 2.5.0 hfec8fc6_2 conda-forge
openpyxl 3.1.5 pypi_0 pypi
openssl 3.1.0 hd590300_1 conda-forge
orderedmultidict 1.0.1 pypi_0 pypi
packaging 23.2 pypi_0 pypi
pandas 1.5.3 pypi_0 pypi
parso 0.8.4 pypi_0 pypi
partd 1.4.2 pypi_0 pypi
pathlib2 2.3.7.post1 pypi_0 pypi
pathspec 0.12.1 pypi_0 pypi
pcre2 10.40 hc3806b6_0 conda-forge
pexpect 4.9.0 pypi_0 pypi
pillow 9.4.0 py310h023d228_1 conda-forge
pims 0.6.1 pypi_0 pypi
pip 23.1.1 pyhd8ed1ab_0 conda-forge
pkginfo 1.10.0 pypi_0 pypi
pkgutil-resolve-name 1.3.10 pyhd8ed1ab_0 conda-forge
platformdirs 2.6.2 pyhd8ed1ab_0 conda-forge
plotly 5.22.0 pypi_0 pypi
pluggy 1.5.0 pypi_0 pypi
poetry 1.4.2 linux_pyhd8ed1ab_0 conda-forge
poetry-core 1.5.2 pyhd8ed1ab_0 conda-forge
poetry-plugin-export 1.3.1 pyhd8ed1ab_0 conda-forge
portalocker 2.8.2 pypi_0 pypi
pprintpp 0.4.0 pypi_0 pypi
pre-commit 3.7.1 pypi_0 pypi
priority 2.0.0 pypi_0 pypi
prompt-toolkit 3.0.43 pypi_0 pypi
protobuf 5.27.0 pypi_0 pypi
psutil 5.9.8 pypi_0 pypi
pthread-stubs 0.4 h36c2ea0_1001 conda-forge
ptyprocess 0.7.0 pyhd3deb0d_0 conda-forge
pure-eval 0.2.2 pypi_0 pypi
py7zr 0.21.0 pypi_0 pypi
pyarrow 16.1.0 pypi_0 pypi
pyarrow-hotfix 0.6 pypi_0 pypi
pybcj 1.0.2 pypi_0 pypi
pybind11 2.13.6 pypi_0 pypi
pybind11-global 2.13.6 pypi_0 pypi
pycocotools 2.0.7 pypi_0 pypi
pycparser 2.22 pypi_0 pypi
pycryptodomex 3.20.0 pypi_0 pypi
pydantic 1.10.15 pypi_0 pypi
pygments 2.18.0 pypi_0 pypi
pyjwt 2.8.0 pypi_0 pypi
pymongo 4.7.2 pypi_0 pypi
pyopenssl 24.1.0 pypi_0 pypi
pyparsing 3.1.2 pypi_0 pypi
pyppmd 1.1.0 pypi_0 pypi
pyproject-hooks 1.1.0 pypi_0 pypi
pyrsistent 0.19.3 py310h1fa729e_0 conda-forge
pysocks 1.7.1 pyha2e5f31_6 conda-forge
pytest 7.4.4 pypi_0 pypi
pytest-cov 4.1.0 pypi_0 pypi
pytest-skip-slow 0.0.5 pypi_0 pypi
python 3.10.10 he550d4f_0_cpython conda-forge
python-build 0.10.0 pyhd8ed1ab_0 conda-forge
python-dateutil 2.9.0.post0 pypi_0 pypi
python-graphviz 0.20.3 pypi_0 pypi
python-installer 0.7.0 pyhd8ed1ab_0 conda-forge
python_abi 3.10 3_cp310 conda-forge
pytorch 2.0.0 py3.10_cuda11.7_cudnn8.5.0_0 pytorch
pytorch-cuda 11.7 h778d358_3 pytorch
pytorch-lightning 2.2.5 pypi_0 pypi
pytorch-mutex 1.0 cuda pytorch
pyturbojpeg 1.7.7 pyh3b83783_0 conda-forge
pytz 2024.1 pypi_0 pypi
pywavelets 1.6.0 pypi_0 pypi
pyyaml 6.0.1 pypi_0 pypi
pyzmq 26.0.3 pypi_0 pypi
pyzstd 0.16.0 pypi_0 pypi
qdrant-client 1.9.2 pypi_0 pypi
rambenchmark 1.3 pypi_0 pypi
rapidfuzz 2.15.2 pypi_0 pypi
rarfile 4.2 pypi_0 pypi
readline 8.2 h8228510_1 conda-forge
referencing 0.35.1 pypi_0 pypi
regex 2024.5.15 pypi_0 pypi
requests 2.28.2 pyhd8ed1ab_1 conda-forge
requests-toolbelt 0.10.1 pyhd8ed1ab_0 conda-forge
retrying 1.3.4 pypi_0 pypi
rmm 23.04.01 cuda11_py310_230421_geab50f46_0 rapidsai
rpds-py 0.18.1 pypi_0 pypi
ruamel-yaml 0.18.6 pypi_0 pypi
ruamel-yaml-clib 0.2.8 pypi_0 pypi
ruff 0.1.15 pypi_0 pypi
s3transfer 0.10.1 pypi_0 pypi
scikit-image 0.19.3 pypi_0 pypi
scikit-learn 1.5.0 pypi_0 pypi
scipy 1.13.1 pypi_0 pypi
secretstorage 3.3.3 py310hff52083_1 conda-forge
setuptools 67.7.1 pyhd8ed1ab_0 conda-forge
shapely 2.0.4 pypi_0 pypi
shellingham 1.5.1 pyhd8ed1ab_0 conda-forge
six 1.16.0 pyh6c4a22f_0 conda-forge
slicerator 1.1.0 pypi_0 pypi
sniffio 1.3.1 pypi_0 pypi
sortedcontainers 2.4.0 pypi_0 pypi
soupsieve 2.5 pypi_0 pypi
spdlog 1.11.0 h9b3ece8_1 conda-forge
spekpy 2.0.11.1 pypi_0 pypi
sse-starlette 0.10.3 pypi_0 pypi
sseclient-py 1.8.0 pypi_0 pypi
stack-data 0.6.3 pypi_0 pypi
starlette 0.37.2 pypi_0 pypi
strawberry-graphql 0.138.1 pypi_0 pypi
streamz 0.6.4 pypi_0 pypi
sympy 1.11.1 pypyh9d50eac_103 conda-forge
sysroot_linux-64 2.12 he073ed8_15 conda-forge
tabulate 0.9.0 pypi_0 pypi
taskgroup 0.0.0a4 pypi_0 pypi
tbb 2021.9.0 hf52228f_0 conda-forge
tblib 3.0.0 pypi_0 pypi
tenacity 8.3.0 pypi_0 pypi
tensorboard 2.16.2 pypi_0 pypi
tensorboard-data-server 0.7.2 pypi_0 pypi
termcolor 2.4.0 pypi_0 pypi
texttable 1.7.0 pypi_0 pypi
threadpoolctl 3.5.0 pypi_0 pypi
tifffile 2024.5.22 pypi_0 pypi
timm 0.6.13 pypi_0 pypi
tk 8.6.12 h27826a3_0 conda-forge
toml 0.10.2 pypi_0 pypi
tomli 2.0.1 pyhd8ed1ab_0 conda-forge
tomlkit 0.11.7 pyha770c72_0 conda-forge
toolz 0.12.1 pypi_0 pypi
torch-summary 1.4.5 pypi_0 pypi
torchmetrics 1.4.0.post0 pypi_0 pypi
torchtriton 2.0.0 py310 pytorch
torchvision 0.15.1 pypi_0 pypi
torchviz 0.0.2 pypi_0 pypi
tornado 6.4 pypi_0 pypi
tqdm 4.66.4 pypi_0 pypi
traitlets 5.14.3 pypi_0 pypi
trove-classifiers 2023.4.22 pyhd8ed1ab_0 conda-forge
typing 3.10.0.0 pyhd8ed1ab_0 conda-forge
typing-extensions 4.12.0 pypi_0 pypi
tzdata 2023c h71feb2d_0 conda-forge
tzlocal 5.2 pypi_0 pypi
universal-analytics-python3 1.1.1 pypi_0 pypi
urllib3 1.26.15 pyhd8ed1ab_0 conda-forge
virtualenv 20.21.1 pyhd8ed1ab_0 conda-forge
voxel51-eta 0.12.6 pypi_0 pypi
wcwidth 0.2.13 pypi_0 pypi
webencodings 0.5.1 py_1 conda-forge
werkzeug 3.0.3 pypi_0 pypi
wheel 0.43.0 pypi_0 pypi
widgetsnbextension 4.0.10 pypi_0 pypi
wrapt 1.16.0 pypi_0 pypi
wsproto 1.2.0 pypi_0 pypi
xmltodict 0.13.0 pypi_0 pypi
xorg-libxau 1.0.9 h7f98852_0 conda-forge
xorg-libxdmcp 1.1.3 h7f98852_0 conda-forge
xraylib 4.1.3 pypi_0 pypi
xyzservices 2024.4.0 pypi_0 pypi
xz 5.2.6 h166bdaf_0 conda-forge
yacs 0.1.8 pypi_0 pypi
yarl 1.9.4 pypi_0 pypi
zarr 2.18.2 pypi_0 pypi
zict 3.0.0 pypi_0 pypi
zipp 3.19.0 pypi_0 pypi
zlib 1.2.13 h166bdaf_4 conda-forge
zstd 1.5.2 h3eb15da_6 conda-forge
Relevant log output
Process memory: Before encode in main thread: 46.50 MB After encode in main thead: 150.33 MB After encode in sub thread: 1176.45 MB
Other/Misc.
No response
Check for duplicates
- [x] I have searched the open bugs/issues and have found no duplicates for this bug report
