macOS test run fails due to floating point diff #231
Description
I followed the steps at the bottom of the README to install mesmerize and run the tests and got the following errors on my Mac M1. I suspect that these might be related to some update to numpy/scipy.
# test to check get_rcm()
cnmf_reconstructed_movie_AouterC = df.iloc[-1].cnmf.get_rcm("all")
cnmf_reconstructed_movie_AouterC_actual = numpy.load(
ground_truths_dir.joinpath("cnmf", "reconstructed_movie_new.npy")
)
> numpy.testing.assert_allclose(
cnmf_reconstructed_movie_AouterC.as_numpy(),
cnmf_reconstructed_movie_AouterC_actual, rtol=1e-1, atol=1e-10
)
tests/test_core.py:555:
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _
args = (<function assert_allclose.<locals>.compare at 0x286c545e0>, array([[[0., 0., 0., ..., 0., 0., 0.],
[0., 0., 0... [0., 0., 0., ..., 0., 0., 0.],
[0., 0., 0., ..., 0., 0., 0.],
[0., 0., 0., ..., 0., 0., 0.]]]))
kwds = {'equal_nan': True, 'err_msg': '', 'header': 'Not equal to tolerance rtol=0.1, atol=1e-10', 'verbose': True}
@wraps(func)
def inner(*args, **kwds):
with self._recreate_cm():
> return func(*args, **kwds)
E AssertionError:
E Not equal to tolerance rtol=0.1, atol=1e-10
E
E Mismatched elements: 1 / 9600000 (1.04e-05%)
E Max absolute difference: 0.00873967
E Max relative difference: 0.14517041
E x: array([[[0., 0., 0., ..., 0., 0., 0.],
E [0., 0., 0., ..., 0., 0., 0.],
E [0., 0., 0., ..., 0., 0., 0.],...
E y: array([[[0., 0., 0., ..., 0., 0., 0.],
E [0., 0., 0., ..., 0., 0., 0.],
E [0., 0., 0., ..., 0., 0., 0.],...
/Users/rly/mambaforge/envs/mesmerize-core/lib/python3.10/contextlib.py:79: AssertionError
E mesmerize_core.caiman_extensions._batch_exceptions.BatchItemUnsuccessfulError: Batch item was unsuccessful, traceback from subprocess:
E Traceback (most recent call last):
E File "/Users/rly/Documents/NWB/temp2/mesmerize-core/mesmerize_core/algorithms/cnmfe.py", line 89, in run_algo
E cnm = cnm.fit(images)
E File "/Users/rly/mambaforge/envs/mesmerize-core/lib/python3.10/site-packages/caiman/source_extraction/cnmf/cnmf.py", line 594, in fit
E self.estimates.sn, self.estimates.optional_outputs = run_CNMF_patches(
E File "/Users/rly/mambaforge/envs/mesmerize-core/lib/python3.10/site-packages/caiman/source_extraction/cnmf/map_reduce.py", line 476, in run_CNMF_patches
E B_tot = np.array(B_tot, dtype=np.float32)
E TypeError: float() argument must be a string or a real number, not 'coo_matrix'
mesmerize_core/caiman_extensions/_utils.py:24: BatchItemUnsuccessfulError
========================================= short test summary info =========================================
FAILED tests/test_core.py::test_cnmf - AssertionError:
FAILED tests/test_core.py::test_cnmfe - assert False is True
FAILED tests/test_core.py::test_cache - mesmerize_core.caiman_extensions._batch_exceptions.BatchItemUnsuccessfulError: Batch item was unsucces...
conda list:
# packages in environment at /Users/rly/mambaforge/envs/mesmerize-core:
#
# Name Version Build Channel
absl-py 2.0.0 pyhd8ed1ab_0 conda-forge
aiohttp 3.8.6 py310hd125d64_1 conda-forge
aiosignal 1.3.1 pyhd8ed1ab_0 conda-forge
anyio 4.0.0 pyhd8ed1ab_0 conda-forge
aom 3.6.1 hb765f3a_0 conda-forge
appnope 0.1.3 pyhd8ed1ab_0 conda-forge
argon2-cffi 23.1.0 pyhd8ed1ab_0 conda-forge
argon2-cffi-bindings 21.2.0 py310h2aa6e3c_4 conda-forge
arrow 1.3.0 pyhd8ed1ab_0 conda-forge
asttokens 2.4.0 pyhd8ed1ab_0 conda-forge
astunparse 1.6.3 pyhd8ed1ab_0 conda-forge
async-lru 2.0.4 pyhd8ed1ab_0 conda-forge
async-timeout 4.0.3 pyhd8ed1ab_0 conda-forge
attrs 23.1.0 pyh71513ae_1 conda-forge
av 10.0.0 py310hf6c82d4_3 conda-forge
babel 2.12.1 pyhd8ed1ab_1 conda-forge
backcall 0.2.0 pyh9f0ad1d_0 conda-forge
backports 1.0 pyhd8ed1ab_3 conda-forge
backports.functools_lru_cache 1.6.5 pyhd8ed1ab_0 conda-forge
beautifulsoup4 4.12.2 pyha770c72_0 conda-forge
bleach 6.1.0 pyhd8ed1ab_0 conda-forge
blinker 1.6.3 pyhd8ed1ab_0 conda-forge
blosc 1.21.5 hc338f07_0 conda-forge
bokeh 3.2.2 pyhd8ed1ab_0 conda-forge
brotli 1.1.0 hb547adb_1 conda-forge
brotli-bin 1.1.0 hb547adb_1 conda-forge
brotli-python 1.1.0 py310h1253130_1 conda-forge
brunsli 0.1 h9f76cd9_0 conda-forge
bzip2 1.0.8 h3422bc3_4 conda-forge
c-ares 1.20.1 h93a5062_0 conda-forge
c-blosc2 2.10.5 h8eb3132_0 conda-forge
ca-certificates 2023.7.22 hf0a4a13_0 conda-forge
cached-property 1.5.2 hd8ed1ab_1 conda-forge
cached_property 1.5.2 pyha770c72_1 conda-forge
cachetools 5.3.1 pyhd8ed1ab_0 conda-forge
caiman 1.9.16 py310h1253130_0 conda-forge
cairo 1.16.0 h1e71087_1016 conda-forge
certifi 2023.7.22 pyhd8ed1ab_0 conda-forge
cffi 1.16.0 py310hdcd7c05_0 conda-forge
charls 2.4.2 h13dd4ca_0 conda-forge
charset-normalizer 3.3.0 pyhd8ed1ab_0 conda-forge
click 8.1.7 unix_pyh707e725_0 conda-forge
colorama 0.4.6 pyhd8ed1ab_0 conda-forge
colorcet 3.0.1 pyhd8ed1ab_0 conda-forge
comm 0.1.4 pyhd8ed1ab_0 conda-forge
contourpy 1.1.1 py310h38f39d4_1 conda-forge
cryptography 41.0.4 py310hdd3b5e7_0 conda-forge
cycler 0.12.1 pyhd8ed1ab_0 conda-forge
dav1d 1.2.1 hb547adb_0 conda-forge
debugpy 1.8.0 py310h1253130_1 conda-forge
decorator 5.1.1 pyhd8ed1ab_0 conda-forge
defusedxml 0.7.1 pyhd8ed1ab_0 conda-forge
entrypoints 0.4 pyhd8ed1ab_0 conda-forge
exceptiongroup 1.1.3 pyhd8ed1ab_0 conda-forge
executing 1.2.0 pyhd8ed1ab_0 conda-forge
expat 2.5.0 hb7217d7_1 conda-forge
ffmpeg 6.0.0 gpl_h1ceb99f_105 conda-forge
flatbuffers 23.3.3 hb7217d7_1 conda-forge
font-ttf-dejavu-sans-mono 2.37 hab24e00_0 conda-forge
font-ttf-inconsolata 3.000 h77eed37_0 conda-forge
font-ttf-source-code-pro 2.038 h77eed37_0 conda-forge
font-ttf-ubuntu 0.83 hab24e00_0 conda-forge
fontconfig 2.14.2 h82840c6_0 conda-forge
fonts-conda-ecosystem 1 0 conda-forge
fonts-conda-forge 1 0 conda-forge
fonttools 4.43.1 py310hd125d64_0 conda-forge
fqdn 1.5.1 pyhd8ed1ab_0 conda-forge
freetype 2.12.1 hadb7bae_2 conda-forge
fribidi 1.0.10 h27ca646_0 conda-forge
frozenlist 1.4.0 py310h2aa6e3c_1 conda-forge
future 0.18.3 pyhd8ed1ab_0 conda-forge
gast 0.4.0 pyh9f0ad1d_0 conda-forge
gettext 0.21.1 h0186832_0 conda-forge
giflib 5.2.1 h1a8c8d9_3 conda-forge
gmp 6.2.1 h9f76cd9_0 conda-forge
gnutls 3.7.8 h9f1a10d_0 conda-forge
google-auth 2.23.2 pyhca7485f_0 conda-forge
google-auth-oauthlib 0.4.6 pyhd8ed1ab_0 conda-forge
google-pasta 0.2.0 pyh8c360ce_0 conda-forge
graphite2 1.3.13 h9f76cd9_1001 conda-forge
grpcio 1.51.1 py310h63a0e3a_1 conda-forge
h5py 3.9.0 nompi_py310h7fd3376_101 conda-forge
harfbuzz 7.3.0 h46e5fef_0 conda-forge
hdf5 1.14.1 nompi_h3aba7b3_100 conda-forge
hdmf 3.10.0 pyh1ea47a8_0 conda-forge
holoviews 1.17.1 pyhd8ed1ab_0 conda-forge
icu 72.1 he12128b_0 conda-forge
idna 3.4 pyhd8ed1ab_0 conda-forge
imagecodecs 2023.9.4 py310h6800ae8_0 conda-forge
imageio 2.31.5 pyh8c1a49c_0 conda-forge
importlib-metadata 6.8.0 pyha770c72_0 conda-forge
importlib_metadata 6.8.0 hd8ed1ab_0 conda-forge
importlib_resources 6.1.0 pyhd8ed1ab_0 conda-forge
iniconfig 2.0.0 pyhd8ed1ab_0 conda-forge
ipykernel 6.25.2 pyh1050b4e_0 conda-forge
ipyparallel 8.6.1 pyhd8ed1ab_0 conda-forge
ipython 8.16.1 pyh31c8845_0 conda-forge
ipython_genutils 0.2.0 py_1 conda-forge
ipywidgets 8.1.1 pyhd8ed1ab_0 conda-forge
isoduration 20.11.0 pyhd8ed1ab_0 conda-forge
jasper 4.0.0 hff9eb24_1 conda-forge
jedi 0.19.1 pyhd8ed1ab_0 conda-forge
jinja2 3.1.2 pyhd8ed1ab_1 conda-forge
joblib 1.3.2 pyhd8ed1ab_0 conda-forge
json5 0.9.14 pyhd8ed1ab_0 conda-forge
jsonpointer 2.4 py310hbe9552e_3 conda-forge
jsonschema 4.19.1 pyhd8ed1ab_0 conda-forge
jsonschema-specifications 2023.7.1 pyhd8ed1ab_0 conda-forge
jsonschema-with-format-nongpl 4.19.1 pyhd8ed1ab_0 conda-forge
jupyter 1.0.0 pyhd8ed1ab_10 conda-forge
jupyter-lsp 2.2.0 pyhd8ed1ab_0 conda-forge
jupyter_bokeh 2.0.4 pyhd8ed1ab_0 conda-forge
jupyter_client 8.3.1 pyhd8ed1ab_0 conda-forge
jupyter_console 6.6.3 pyhd8ed1ab_0 conda-forge
jupyter_core 5.3.2 py310hbe9552e_0 conda-forge
jupyter_events 0.7.0 pyhd8ed1ab_2 conda-forge
jupyter_server 2.7.3 pyhd8ed1ab_1 conda-forge
jupyter_server_terminals 0.4.4 pyhd8ed1ab_1 conda-forge
jupyterlab 4.0.6 pyhd8ed1ab_0 conda-forge
jupyterlab_pygments 0.2.2 pyhd8ed1ab_0 conda-forge
jupyterlab_server 2.25.0 pyhd8ed1ab_0 conda-forge
jupyterlab_widgets 3.0.9 pyhd8ed1ab_0 conda-forge
jxrlib 1.1 h27ca646_2 conda-forge
keras 2.11.0 pyhd8ed1ab_0 conda-forge
keras-preprocessing 1.1.2 pyhd8ed1ab_0 conda-forge
kiwisolver 1.4.5 py310h38f39d4_1 conda-forge
krb5 1.21.2 h92f50d5_0 conda-forge
lame 3.100 h1a8c8d9_1003 conda-forge
lazy_loader 0.3 pyhd8ed1ab_0 conda-forge
lcms2 2.15 hd835a16_1 conda-forge
lerc 4.0.0 h9a09cb3_0 conda-forge
libabseil 20220623.0 cxx17_h28b99d4_6 conda-forge
libaec 1.1.2 h13dd4ca_1 conda-forge
libass 0.17.1 h4da34ad_0 conda-forge
libavif16 1.0.1 h18c541d_2 conda-forge
libblas 3.9.0 18_osxarm64_openblas conda-forge
libbrotlicommon 1.1.0 hb547adb_1 conda-forge
libbrotlidec 1.1.0 hb547adb_1 conda-forge
libbrotlienc 1.1.0 hb547adb_1 conda-forge
libcblas 3.9.0 18_osxarm64_openblas conda-forge
libcurl 8.3.0 hc52a3a8_0 conda-forge
libcxx 16.0.6 h4653b0c_0 conda-forge
libdeflate 1.18 h1a8c8d9_0 conda-forge
libedit 3.1.20191231 hc8eb9b7_2 conda-forge
libev 4.33 h642e427_1 conda-forge
libexpat 2.5.0 hb7217d7_1 conda-forge
libffi 3.4.2 h3422bc3_5 conda-forge
libgfortran 5.0.0 13_2_0_hd922786_1 conda-forge
libgfortran5 13.2.0 hf226fd6_1 conda-forge
libglib 2.78.0 h24e9cb9_0 conda-forge
libgrpc 1.51.1 hb15be72_1 conda-forge
libiconv 1.17 he4db4b2_0 conda-forge
libidn2 2.3.4 h1a8c8d9_0 conda-forge
libjpeg-turbo 2.1.5.1 hb547adb_1 conda-forge
liblapack 3.9.0 18_osxarm64_openblas conda-forge
liblapacke 3.9.0 18_osxarm64_openblas conda-forge
libnghttp2 1.52.0 hae82a92_0 conda-forge
libopenblas 0.3.24 openmp_hd76b1f2_0 conda-forge
libopencv 4.8.0 py310hdc0018b_0 conda-forge
libopenvino 2023.0.1 h13dd4ca_3 conda-forge
libopenvino-arm-cpu-plugin 2023.0.1 h13dd4ca_3 conda-forge
libopenvino-auto-batch-plugin 2023.0.1 h13dd4ca_3 conda-forge
libopenvino-auto-plugin 2023.0.1 h13dd4ca_3 conda-forge
libopenvino-hetero-plugin 2023.0.1 h13dd4ca_3 conda-forge
libopenvino-ir-frontend 2023.0.1 h13dd4ca_3 conda-forge
libopenvino-onnx-frontend 2023.0.1 h13dd4ca_3 conda-forge
libopenvino-paddle-frontend 2023.0.1 h13dd4ca_3 conda-forge
libopenvino-pytorch-frontend 2023.0.1 h13dd4ca_3 conda-forge
libopenvino-tensorflow-frontend 2023.0.1 h13dd4ca_3 conda-forge
libopenvino-tensorflow-lite-frontend 2023.0.1 h13dd4ca_3 conda-forge
libopus 1.3.1 h27ca646_1 conda-forge
libpng 1.6.39 h76d750c_0 conda-forge
libprotobuf 3.21.12 ha614eb4_2 conda-forge
libsodium 1.0.18 h27ca646_1 conda-forge
libsqlite 3.43.0 hb31c410_0 conda-forge
libssh2 1.11.0 h7a5bd25_0 conda-forge
libtasn1 4.19.0 h1a8c8d9_0 conda-forge
libtiff 4.5.1 h23a1a89_1 conda-forge
libunistring 0.9.10 h3422bc3_0 conda-forge
libvpx 1.13.1 hb765f3a_0 conda-forge
libwebp-base 1.3.2 hb547adb_0 conda-forge
libxcb 1.15 hf346824_0 conda-forge
libxml2 2.11.5 he3bdae6_0 conda-forge
libzlib 1.2.13 h53f4e23_5 conda-forge
libzopfli 1.0.3 h9f76cd9_0 conda-forge
linkify-it-py 2.0.0 pyhd8ed1ab_0 conda-forge
llvm-openmp 17.0.2 h1c12783_0 conda-forge
lz4-c 1.9.4 hb7217d7_0 conda-forge
markdown 3.5 pyhd8ed1ab_0 conda-forge
markdown-it-py 3.0.0 pyhd8ed1ab_0 conda-forge
markupsafe 2.1.3 py310h2aa6e3c_1 conda-forge
matplotlib 3.8.0 py310hb6292c7_1 conda-forge
matplotlib-base 3.8.0 py310hd1c642d_1 conda-forge
matplotlib-inline 0.1.6 pyhd8ed1ab_0 conda-forge
mdit-py-plugins 0.4.0 pyhd8ed1ab_0 conda-forge
mdurl 0.1.0 pyhd8ed1ab_0 conda-forge
mesmerize-core 0.2.2 pypi_0 pypi
mistune 3.0.1 pyhd8ed1ab_0 conda-forge
multidict 6.0.4 py310h8e9501a_1 conda-forge
munkres 1.1.4 pyh9f0ad1d_0 conda-forge
mypy 1.5.1 py310h2aa6e3c_1 conda-forge
mypy_extensions 1.0.0 pyha770c72_0 conda-forge
nbclient 0.8.0 pyhd8ed1ab_0 conda-forge
nbconvert 7.9.2 pyhd8ed1ab_0 conda-forge
nbconvert-core 7.9.2 pyhd8ed1ab_0 conda-forge
nbconvert-pandoc 7.9.2 pyhd8ed1ab_0 conda-forge
nbformat 5.9.2 pyhd8ed1ab_0 conda-forge
ncurses 6.4 h7ea286d_0 conda-forge
nest-asyncio 1.5.6 pyhd8ed1ab_0 conda-forge
nettle 3.8.1 h63371fa_1 conda-forge
networkx 3.1 pyhd8ed1ab_0 conda-forge
nose 1.3.7 py_1006 conda-forge
notebook 7.0.4 pyhd8ed1ab_0 conda-forge
notebook-shim 0.2.3 pyhd8ed1ab_0 conda-forge
numpy 1.26.0 py310he2cad68_0 conda-forge
oauthlib 3.2.2 pyhd8ed1ab_0 conda-forge
opencv 4.8.0 py310hb6292c7_0 conda-forge
openh264 2.3.1 hb7217d7_2 conda-forge
openjpeg 2.5.0 hbc2ba62_2 conda-forge
openssl 3.1.3 h53f4e23_0 conda-forge
opt_einsum 3.3.0 pyhc1e730c_2 conda-forge
overrides 7.4.0 pyhd8ed1ab_0 conda-forge
p11-kit 0.24.1 h29577a5_0 conda-forge
packaging 23.2 pyhd8ed1ab_0 conda-forge
pandas 2.1.1 py310h5924a0a_1 conda-forge
pandoc 3.1.3 hce30654_0 conda-forge
pandocfilters 1.5.0 pyhd8ed1ab_0 conda-forge
panel 1.2.3 pyhd8ed1ab_0 conda-forge
param 1.13.0 pyh1a96a4e_0 conda-forge
parso 0.8.3 pyhd8ed1ab_0 conda-forge
pcre2 10.40 hb34f9b4_0 conda-forge
peakutils 1.3.4 pyhd8ed1ab_0 conda-forge
pexpect 4.8.0 pyh1a96a4e_2 conda-forge
pickleshare 0.7.5 py_1003 conda-forge
pillow 10.0.0 py310h60ecbdf_0 conda-forge
pims 0.6.1 pyhd8ed1ab_1 conda-forge
pip 23.2.1 pyhd8ed1ab_0 conda-forge
pixman 0.42.2 h13dd4ca_0 conda-forge
pkgutil-resolve-name 1.3.10 pyhd8ed1ab_1 conda-forge
platformdirs 3.11.0 pyhd8ed1ab_0 conda-forge
pluggy 1.3.0 pyhd8ed1ab_0 conda-forge
prometheus_client 0.17.1 pyhd8ed1ab_0 conda-forge
prompt-toolkit 3.0.39 pyha770c72_0 conda-forge
prompt_toolkit 3.0.39 hd8ed1ab_0 conda-forge
protobuf 4.21.12 py310h0f1eb42_0 conda-forge
psutil 5.9.5 py310h2aa6e3c_1 conda-forge
pthread-stubs 0.4 h27ca646_1001 conda-forge
ptyprocess 0.7.0 pyhd3deb0d_0 conda-forge
pugixml 1.13 h13dd4ca_1 conda-forge
pure_eval 0.2.2 pyhd8ed1ab_0 conda-forge
py-opencv 4.8.0 py310h69fb684_0 conda-forge
pyasn1 0.5.0 pyhd8ed1ab_0 conda-forge
pyasn1-modules 0.3.0 pyhd8ed1ab_0 conda-forge
pycparser 2.21 pyhd8ed1ab_0 conda-forge
pyct 0.4.6 py_0 conda-forge
pyct-core 0.4.6 py_0 conda-forge
pygments 2.16.1 pyhd8ed1ab_0 conda-forge
pyjwt 2.8.0 pyhd8ed1ab_0 conda-forge
pynwb 2.5.0 pyh267d04e_0 conda-forge
pyobjc-core 10.0 py310hd07e440_0 conda-forge
pyobjc-framework-cocoa 10.0 py310hd07e440_1 conda-forge
pyopenssl 23.2.0 pyhd8ed1ab_1 conda-forge
pyparsing 3.1.1 pyhd8ed1ab_0 conda-forge
pyqtgraph 0.13.3 pyhd8ed1ab_0 conda-forge
pysocks 1.7.1 pyha2e5f31_6 conda-forge
pytest 7.4.2 pyhd8ed1ab_0 conda-forge
python 3.10.12 h01493a6_0_cpython conda-forge
python-dateutil 2.8.2 pyhd8ed1ab_0 conda-forge
python-fastjsonschema 2.18.1 pyhd8ed1ab_0 conda-forge
python-flatbuffers 23.5.26 pyhd8ed1ab_0 conda-forge
python-json-logger 2.0.7 pyhd8ed1ab_0 conda-forge
python-tzdata 2023.3 pyhd8ed1ab_0 conda-forge
python_abi 3.10 4_cp310 conda-forge
pytz 2023.3.post1 pyhd8ed1ab_0 conda-forge
pyu2f 0.1.5 pyhd8ed1ab_0 conda-forge
pyviz_comms 3.0.0 pyhd8ed1ab_0 conda-forge
pywavelets 1.4.1 py310h280b8fa_1 conda-forge
pyyaml 6.0.1 py310h2aa6e3c_1 conda-forge
pyzmq 25.1.1 py310h30b7201_1 conda-forge
qtconsole-base 5.4.4 pyha770c72_0 conda-forge
qtpy 2.4.0 pyhd8ed1ab_0 conda-forge
rav1e 0.6.6 h69fbcac_2 conda-forge
re2 2023.02.01 hb7217d7_0 conda-forge
readline 8.2 h92ec313_1 conda-forge
referencing 0.30.2 pyhd8ed1ab_0 conda-forge
requests 2.31.0 pyhd8ed1ab_0 conda-forge
requests-oauthlib 1.3.1 pyhd8ed1ab_0 conda-forge
rfc3339-validator 0.1.4 pyhd8ed1ab_0 conda-forge
rfc3986-validator 0.1.1 pyh9f0ad1d_0 conda-forge
rpds-py 0.10.4 py310hd442715_0 conda-forge
rsa 4.9 pyhd8ed1ab_0 conda-forge
ruamel.yaml 0.17.35 py310h2aa6e3c_0 conda-forge
ruamel.yaml.clib 0.2.7 py310h2aa6e3c_2 conda-forge
scikit-image 0.21.0 py310h1253130_0 conda-forge
scikit-learn 1.3.1 py310h417b086_1 conda-forge
scipy 1.11.3 py310hd1cfc7d_1 conda-forge
send2trash 1.8.2 pyhd1c38e8_0 conda-forge
setuptools 68.2.2 pyhd8ed1ab_0 conda-forge
six 1.16.0 pyh6c4a22f_0 conda-forge
slicerator 1.1.0 pyhd8ed1ab_0 conda-forge
snappy 1.1.10 h17c5cce_0 conda-forge
sniffio 1.3.0 pyhd8ed1ab_0 conda-forge
soupsieve 2.5 pyhd8ed1ab_1 conda-forge
stack_data 0.6.2 pyhd8ed1ab_0 conda-forge
svt-av1 1.7.0 hb765f3a_0 conda-forge
tbb 2021.10.0 h1995070_1 conda-forge
tensorboard 2.11.2 pyhd8ed1ab_0 conda-forge
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tensorboard-plugin-wit 1.8.1 pyhd8ed1ab_0 conda-forge
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