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20 hours ago •
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Keras fails to load TextVectorization layer from .keras file
When downloading a model I trained on Kaggle using the .keras format it fails to load on my machine. I believe it is a codec error because the TextVectorization layer uses the utf-8 format, but the error message appears to be using the charmap codec in python. This is all just speculation though.
ValueError: A total of 2 objects could not be loaded. Example error message for object <TextVectorization name=text_vectorization, built=True>:
'charmap' codec can't decode byte 0x8d in position 8946: character maps to <undefined>
List of objects that could not be loaded:
[<TextVectorization name=text_vectorization, built=True>, <StringLookup name=string_lookup, built=False>]
In the notebook it was trained on, it loaded perfectly so I don't understand the reason why this failed to work.
My Machine: python version 3.10.5
Name Version Build Channel
_tflow_select 2.3.0 mkl
abseil-cpp 20211102.0 hd77b12b_0
absl-py 2.1.0 py310haa95532_0
aext-assistant 4.0.15 py310haa95532_jl4_0
aext-assistant-server 4.0.15 py310haa95532_0
aext-core 4.0.15 py310haa95532_jl4_0
aext-core-server 4.0.15 py310haa95532_1
aext-panels 4.0.15 py310haa95532_0
aext-panels-server 4.0.15 py310haa95532_0
aext-share-notebook 4.0.15 py310haa95532_0
aext-share-notebook-server 4.0.15 py310haa95532_0
aext-shared 4.0.15 py310haa95532_0
aiohappyeyeballs 2.4.0 py310haa95532_0
aiohttp 3.10.5 py310h827c3e9_0
aiosignal 1.2.0 pyhd3eb1b0_0
anaconda-cloud-auth 0.5.1 py310haa95532_0
anaconda-toolbox 4.0.15 py310haa95532_0
annotated-types 0.6.0 py310haa95532_0
anyio 4.2.0 py310haa95532_0
argon2-cffi 21.3.0 pyhd3eb1b0_0
argon2-cffi-bindings 21.2.0 py310h2bbff1b_0
asttokens 2.0.5 pyhd3eb1b0_0
astunparse 1.6.3 py_0
async-lru 2.0.4 py310haa95532_0
async-timeout 4.0.3 py310haa95532_0
attrs 23.1.0 py310haa95532_0
babel 2.11.0 py310haa95532_0
beautifulsoup4 4.12.3 py310haa95532_0
blas 1.0 mkl
bleach 4.1.0 pyhd3eb1b0_0
blinker 1.6.2 py310haa95532_0
brotli-python 1.0.9 py310hd77b12b_8
bzip2 1.0.8 h2bbff1b_6
c-ares 1.19.1 h2bbff1b_0
ca-certificates 2024.9.24 haa95532_0
cachetools 5.3.3 py310haa95532_0
certifi 2024.8.30 py310haa95532_0
cffi 1.17.1 py310h827c3e9_0
charset-normalizer 3.3.2 pyhd3eb1b0_0
click 8.1.7 py310haa95532_0
colorama 0.4.6 py310haa95532_0
comm 0.2.1 py310haa95532_0
cryptography 41.0.3 py310h3438e0d_0
debugpy 1.6.7 py310hd77b12b_0
decorator 5.1.1 pyhd3eb1b0_0
defusedxml 0.7.1 pyhd3eb1b0_0
exceptiongroup 1.2.0 py310haa95532_0
executing 0.8.3 pyhd3eb1b0_0
flatbuffers 2.0.0 h6c2663c_0
frozenlist 1.4.0 py310h2bbff1b_0
gast 0.4.0 pyhd3eb1b0_0
giflib 5.2.1 h8cc25b3_3
google-auth 2.29.0 py310haa95532_0
google-auth-oauthlib 0.4.4 pyhd3eb1b0_0
google-pasta 0.2.0 pyhd3eb1b0_0
grpc-cpp 1.48.2 hf108199_0
grpcio 1.48.2 py310hf108199_0
h11 0.14.0 py310haa95532_0
h5py 3.11.0 py310hed405ee_0
hdf5 1.12.1 h51c971a_3
httpcore 1.0.2 py310haa95532_0
httpx 0.27.0 py310haa95532_0
icc_rt 2022.1.0 h6049295_2
icu 58.2 ha925a31_3
idna 3.7 py310haa95532_0
importlib-metadata 7.0.1 py310haa95532_0
importlib_metadata 7.0.1 hd3eb1b0_0
intel-openmp 2023.1.0 h59b6b97_46320
ipykernel 6.28.0 py310haa95532_0
ipython 8.27.0 py310haa95532_0
jaraco.classes 3.2.1 pyhd3eb1b0_0
jedi 0.19.1 py310haa95532_0
jinja2 3.1.4 py310haa95532_0
jpeg 9e h827c3e9_3
json5 0.9.6 pyhd3eb1b0_0
jsonschema 4.19.2 py310haa95532_0
jsonschema-specifications 2023.7.1 py310haa95532_0
jupyter-lsp 2.2.0 py310haa95532_0
jupyter_client 8.6.0 py310haa95532_0
jupyter_core 5.7.2 py310haa95532_0
jupyter_events 0.10.0 py310haa95532_0
jupyter_server 2.14.1 py310haa95532_0
jupyter_server_terminals 0.4.4 py310haa95532_1
jupyterlab 4.2.5 py310haa95532_0
jupyterlab_pygments 0.1.2 py_0
jupyterlab_server 2.27.3 py310haa95532_0
keras 2.10.0 py310haa95532_0
keras-preprocessing 1.1.2 pyhd3eb1b0_0
keyring 24.3.1 py310haa95532_0
libcurl 8.9.1 h0416ee5_0
libffi 3.4.4 hd77b12b_1
libpng 1.6.39 h8cc25b3_0
libprotobuf 3.20.3 h23ce68f_0
libsodium 1.0.18 h62dcd97_0
libssh2 1.10.0 hcd4344a_2
markdown 3.4.1 py310haa95532_0
markupsafe 2.1.3 py310h2bbff1b_0
matplotlib-inline 0.1.6 py310haa95532_0
mistune 2.0.4 py310haa95532_0
mkl 2023.1.0 h6b88ed4_46358
mkl-service 2.4.0 py310h2bbff1b_1
mkl_fft 1.3.10 py310h827c3e9_0
mkl_random 1.2.7 py310hc64d2fc_0
more-itertools 10.3.0 py310haa95532_0
multidict 6.0.4 py310h2bbff1b_0
nbclient 0.8.0 py310haa95532_0
nbconvert 7.10.0 py310haa95532_0
nbformat 5.9.2 py310haa95532_0
nest-asyncio 1.6.0 py310haa95532_0
notebook 7.2.2 py310haa95532_0
notebook-shim 0.2.3 py310haa95532_0
numpy 1.26.4 py310h055cbcc_0
numpy-base 1.26.4 py310h65a83cf_0
oauthlib 3.2.2 py310haa95532_0
openssl 1.1.1w h2bbff1b_0
opt_einsum 3.3.0 pyhd3eb1b0_1
overrides 7.4.0 py310haa95532_0
packaging 24.1 py310haa95532_0
pandocfilters 1.5.0 pyhd3eb1b0_0
parso 0.8.3 pyhd3eb1b0_0
pip 24.2 py310haa95532_0
pkce 1.0.3 py310haa95532_0
platformdirs 3.10.0 py310haa95532_0
prometheus_client 0.14.1 py310haa95532_0
prompt-toolkit 3.0.43 py310haa95532_0
prompt_toolkit 3.0.43 hd3eb1b0_0
protobuf 3.20.3 py310hd77b12b_0
psutil 5.9.0 py310h2bbff1b_0
pure_eval 0.2.2 pyhd3eb1b0_0
pyasn1 0.4.8 pyhd3eb1b0_0
pyasn1-modules 0.2.8 py_0
pybind11-abi 5 hd3eb1b0_0
pycparser 2.21 pyhd3eb1b0_0
pydantic 2.8.2 py310haa95532_0
pydantic-core 2.20.1 py310hefb1915_0
pygments 2.15.1 py310haa95532_1
pyjwt 2.8.0 py310haa95532_0
pyopenssl 23.2.0 py310haa95532_0
pysocks 1.7.1 py310haa95532_0
python 3.10.13 h966fe2a_0
python-dateutil 2.9.0post0 py310haa95532_2
python-dotenv 0.21.0 py310haa95532_0
python-fastjsonschema 2.16.2 py310haa95532_0
python-flatbuffers 24.3.25 py310haa95532_0
python-json-logger 2.0.7 py310haa95532_0
pytz 2024.1 py310haa95532_0
pywin32 305 py310h2bbff1b_0
pywin32-ctypes 0.2.2 py310haa95532_0
pywinpty 2.0.10 py310h5da7b33_0
pyyaml 6.0.1 py310h2bbff1b_0
pyzmq 25.1.2 py310hd77b12b_0
re2 2022.04.01 hd77b12b_0
referencing 0.30.2 py310haa95532_0
requests 2.32.3 py310haa95532_0
requests-oauthlib 2.0.0 py310haa95532_0
rfc3339-validator 0.1.4 py310haa95532_0
rfc3986-validator 0.1.1 py310haa95532_0
rpds-py 0.10.6 py310h062c2fa_0
rsa 4.7.2 pyhd3eb1b0_1
scipy 1.13.1 py310h8640f81_0
semver 3.0.2 py310haa95532_0
send2trash 1.8.2 py310haa95532_0
setuptools 75.1.0 py310haa95532_0
six 1.16.0 pyhd3eb1b0_1
snappy 1.2.1 hcdb6601_0
sniffio 1.3.0 py310haa95532_0
soupsieve 2.5 py310haa95532_0
sqlite 3.45.3 h2bbff1b_0
stack_data 0.2.0 pyhd3eb1b0_0
tbb 2021.8.0 h59b6b97_0
tensorboard 2.10.0 py310haa95532_0
tensorboard-data-server 0.6.1 py310haa95532_0
tensorboard-plugin-wit 1.8.1 py310haa95532_0
tensorflow 2.10.0 mkl_py310hd99672f_0
tensorflow-base 2.10.0 mkl_py310h6a7f48e_0
tensorflow-estimator 2.10.0 py310haa95532_0
termcolor 2.1.0 py310haa95532_0
terminado 0.17.1 py310haa95532_0
tinycss2 1.2.1 py310haa95532_0
tk 8.6.14 h0416ee5_0
tomli 2.0.1 py310haa95532_0
tornado 6.4.1 py310h827c3e9_0
traitlets 5.14.3 py310haa95532_0
typing-extensions 4.11.0 py310haa95532_0
typing_extensions 4.11.0 py310haa95532_0
tzdata 2024a h04d1e81_0
urllib3 2.2.3 py310haa95532_0
vc 14.40 h2eaa2aa_1
vs2015_runtime 14.40.33807 h98bb1dd_1
wcwidth 0.2.5 pyhd3eb1b0_0
webencodings 0.5.1 py310haa95532_1
websocket-client 1.8.0 py310haa95532_0
werkzeug 3.0.3 py310haa95532_0
wheel 0.44.0 py310haa95532_0
win_inet_pton 1.1.0 py310haa95532_0
winpty 0.4.3 4
wrapt 1.14.1 py310h2bbff1b_0
xz 5.4.6 h8cc25b3_1
yaml 0.2.5 he774522_0
yarl 1.11.0 py310h827c3e9_0
zeromq 4.3.5 hd77b12b_0
zipp 3.17.0 py310haa95532_0
zlib 1.2.13 h8cc25b3_1
On kaggle I used the 2024-8-21 docker container
