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tensorflowtensorflow
tf loss cosine similarity be a negative quantity between 1 and 0
Bug
in tensorflow website it describe tf loss cosine simialrity as follow note that it be a negative quantity between 1 and 0 where 0 indicate orthogonality and value close to 1 indicate great similarity in fact the quantity be from 1 to 1 it just take a negative from normal cosine similarity the...
tensorflowtensorflow
operator in the model be not support by the standard tensorflow lite runtime
Bug
system information os platform and distribution e g linux ubuntu 16 04 win 10 x64 tensorflow version or github sha if from source 2 0 provide the text output from tflite convert code ...
tensorflowtensorflow
forward mode by double backprop fail on tf square op
Bug
system information have I write custom code as oppose to use a stock example script provide in tensorflow yes os platform and distribution e g linux ubuntu 16 04 colab tensorflow version use command below 1 15 python version 3 x the double backprop trick for compute jacob...
tensorflowtensorflow
numpy dot and tensorflow tensordot can t be use together in macbook
Bug
hi I be use tensorflow 2 0 0 and numpy 1 7 3 on my macbook with python 3 7 5 but it fail to use both numpy dot or numpy tensordot and tensorflow tensordot in one jupyter notebook no error report but never finish though any of they alone work properly I have try the same code o...
tensorflowtensorflow
Invalid
this template be for miscellaneous issue not cover by the other issue category for question on how to work with tensorflow or support for problem that be not verify bug in tensorflow please go to stackoverflow if you be report a vulnerability please use the dedicated reporting process for hig...
tensorflowtensorflow
rnn document be not clear
Bug
thank you for submit a tensorflow documentation issue per our github policy we only address code doc bug performance issue feature request and build installation issue on github the tensorflow doc be open source to get involve read the documentation contributor guide url s with the i...
tensorflowtensorflow
xxx
Invalid
please make sure that this be a bug as per our github policy we only address code doc bug performance issue feature request and build installation issue on github tag bug template system information have I write custom code as oppose to use a stock example script provide in tensorflow o...
tensorflowtensorflow
xxx
Invalid
system information os platform and distribution e g linux ubuntu 16 04 tensorflow instal from source or binary tensorflow version or github sha if from source provide the text output from tflite convert copy and paste here also please include a link to...
tensorflowtensorflow
keras model do not work with keras input that be create with tensor kwarg
Bug
system information have I write custom code as oppose to use a stock example script provide in tensorflow yes os platform and distribution e g linux ubuntu 16 04 linux ubuntu 18 04 lts mobile device e g iphone 8 pixel 2 samsung galaxy if the issue happen on mobile device ...
tensorflowtensorflow
fail to get convolution algorithm this be probably because cudnn fail to initialize so try look to see if a warning log message be print above
Bug
I research that issue but unfortunnately all I be able to find be a compatibility problem I make sure to install exactly what be specify in the tensorflow gpu installation procedure the only thing that be different be that I m run the 430 nvidia driver which be instal by ask to install the 418 system inf...
tensorflowtensorflow
learn vm
Bug
thank you for submit a tensorflow documentation issue per our github policy we only address code doc bug performance issue feature request and build installation issue on github the tensorflow doc be open source to get involve read the documentation contributor guide url s with the i...
tensorflowtensorflow
bufferedinputstream should avoid do reset in seek when new position be still in buffer
Bug
check the code here l161 position of the buffer within file const int64 bufpos tell if position bufpos reset input stream and skip position byte tf return if error reset return skipnbyte position I see two issue correct I if I m ...
tensorflowtensorflow
how to get sample weight and learning phase tf2 eager
Bug
model sample weight work w from keras import but not from tensorflow keras I need the sample weight tensor to feed to k function to get layer gradient output etc use model feed sample weight instead do eliminate the error but return and feed np one 32 vs 4 np one 3...
tensorflowtensorflow
how to get symbolic learning phase tf2 eager
Bug
k learning phase fetch the value not the tensor itself follow backend py I find somewhat of a workaround but it isn t user api friendly I need the learning phase tensor to feed to k function to get layer gradient output etc work fine w import kera backend as k but fail for import t...
tensorflowtensorflow
listwrapper do not support insert method for nest list of layer
Bug
system information have I write custom code yes os platform and distribution linux ubuntu 18 04 mobile device n a tensorflow instal from binary tensorflow version 2 0 0 python version 3 7 5 bazel version n a gcc compiler version n a ...
tensorflowtensorflow
gradient computation return none
Bug
hello I write an example to test tf while loop and tf tensorarray it return none when compute gradient it seem that there be no connection from input to output I don t know why tensorflow version 1 10 1 code log none none traceback most recent...
tensorflowtensorflow
where be stage package in tf2
Bug
please make sure that this be a bug as per our github policy we only address code doc bug performance issue feature request and build installation issue on github tag bug template system information have I write custom code as oppose to use a stock example script provide in tensorflow o...
tensorflowtensorflow
404 link in documentation
Bug
url s with the issue description of issue what need change non function link in the documentation custom training datum by default the script will download the speech command dataset lead to a non working page
tensorflowtensorflow
tf ragged stack break with rank 1 regular tensor
Bug
system information have I write custom code as oppose to use a stock example script provide in tensorflow yes os platform and distribution e g linux ubuntu 16 04 linux ubuntu 18 04 tensorflow instal from source or binary binary pip tensorflow version use command below v2 0 0 ...
tensorflowtensorflow
layer model be not connect no input to return
Bug
system information have I write custom code as oppose to use a stock example script provide in tensorflow yes os platform and distribution e g linux ubuntu 16 04 macos mohave mobile device e g iphone 8 pixel 2 samsung galaxy if the issue happen on mobile device tensorflow in...
tensorflowtensorflow
accuracy and tf metric get accuracy produce different result
Bug
system information have I write custom code as oppose to use a stock example script provide in tensorflow yes see below os platform and distribution e g linux ubuntu 16 04 opensuse tensorflow instal from source or binary pip binary within pyenv tensorflow version use command b...
tensorflowtensorflow
adapter to allow sparse matrix as target label in keras model
Bug
tensorflow version 2 0 os debian 9 I be train a sequential model as show below model sequential model add embed input dim 170000 output dim 100 input length 10 model add globalaveragepooling1d model add dense num target 3811 activation softmax model co...
tensorflowtensorflow
update the guide for build tensorflow lite with select op for io
Bug
hi we follow the guide io which seem bit outdated as tensorflow contrib have be remove we couldn t get tflite model with select op work on io while the same model be work well on android it seem that bazel could also be use for build the library together with use private cocoapod we test this a...
tensorflowtensorflow
error while build api doc
Bug
url s with the issue description of issue what need change get a valueerror while set up to view tensorflow style html locally accord to clear description traceback most recent call last file generate2 py line 284 in app run main file c user as...
tensorflowtensorflow
r2 0 2 1 python 3 8 autograph could not transform and will run it as be
Bug
system information have I write custom code as oppose to use a stock example script provide in tensorflow yes attach file code warn py38 py txt rename it as py and execute it os platform and distribution e g linux ubuntu 16 04 linux ubuntu 18 04 tensorflow instal from source or ...
tensorflowtensorflow
model mismatch between create low latency conv model and cnn one fstride4
Bug
l337 l339 but the stride be actually one instead of four l388 l389 which result in a huge increase of the number of parameter of the subsequent fc layer
tensorflowtensorflow
multiple public header file be not usable dependency be miss
Bug
hi the follow file import header file from path which be not exist bash cd usr local lib python3 6 dist package tensorflow include grep rnw e third party gpus cuda tensorflow stream executor gpu gpu type h 31 include third party gpu cuda include cucomplex h tensorflow s...
tensorflowtensorflow
error try to convert a model use full integer quantization
Bug
system information os platform and distribution linux ubuntu 18 04 3 tensorflow instal from source pip3 install upgrade tensorflow 1 15 tensorflow version 1 15 provide the text output from tflite convert some of the operator in the model be not support by the standard ten...
tensorflowtensorflow
tensorflow python keras testing util layer test break when a custom layer be return a list tuple of tensor
Bug
please make sure that this be a bug as per our github policy we only address code doc bug performance issue feature request and build installation issue on github tag bug template system information have I write custom code as oppose to use a stock example script provide in tensorflow yes ...
tensorflowtensorflow
tflite gl delegate build be leak foundation library
Bug
please make sure that this be a build installation issue as per our github policy we only address code doc bug performance issue feature request and build installation issue on github tag build template system information os platform and distribution e g linux ubuntu 16 04 mac os x 10 1...
tensorflowtensorflow
tf2 0 tf reduce mean crash python float point exception if the count become zero due to overflow
Bug
system information have I write custom code yes os platform and distribution ubuntu 18 04 tensorflow instal from binary source test as well tensorflow version 2 0 python version 3 7 describe the current behavior run the script python import tensorflow as tf dat...
tensorflowtensorflow
gpu device not find in colab
Bug
my code work well with gpu in colab yesterday but this morning it become very slow so I suspect that cpu be use despite hardware accelerator be set to gpu in change runtime type explicitly so I check the availability of gpu follow the tutorial code chunk tensorflow version 2 x import tensorf...
tensorflowtensorflow
memory leak in custom tensor
Bug
hello everyone cc alextp there be a memory leak for custom tensor from you can find an mwe here long story short in gpflow we define parameter of the model as custom tensor variable l36 the parameter be a tf module container with single tf variable and tfp bijector inside the custom ten...
tensorflowtensorflow
runtimeerror dst tensor not initialise while save checkpoint not while train
Bug
system information have I write custom code as oppose to use a stock example script provide in tensorflow no os platform and distribution e g linux ubuntu 16 04 linux ubuntu 18 lts tensorflow instal from source or binary binary tensorflow version use command below v2 0 0 ...
tensorflowtensorflow
dynamic batch size bucketing for gpu in mirrorstrategy in tf 2 0 and avoid nan
Bug
tensorflow version 2 hi all I be try to do bucket my tensorflow dataset so that I can change my batch size dynamic batch size base on different sequence length so that I can exploit gpu performance well I be use strategy tf distribute mirroredstrategy assume I be have 8 gpu n ...
tensorflowtensorflow
error massage tensorflow python framework error impl unknownerror fail to get convolution algorithm this be probably because cudnn fail to initialize so try look to see if a warning log message be print above
Bug
python version 3 6 7 tensorflow gpu version 2 0 0 keras version 2 3 1 cudnn version 10 0 cuda version 10 0 mnist mlp py work perfectly but code which be give below give I this error tensorflow python framework error impl unknownerror fail to get convolution alg...
tensorflowtensorflow
merge two rt graph through an error
Bug
I want to merge two rt graph into a single graph but while merge I m get error my code be as follow import tensorflow as tf from tensorflow python compiler tensorrt import trt convert as trt save model1 home xavier2 save model ssd tomato l1 save model2 home xavier2 save model fast rcnn...
tensorflowtensorflow
save method show buggy confusing behaviour
Bug
system information have I write custom code as oppose to use a stock example script provide in tensorflow no os platform and distribution e g linux ubuntu 16 04 google colab mobile device e g iphone 8 pixel 2 samsung galaxy if the issue happen on mobile device nn tensorflo...
tensorflowtensorflow
image preprocesse for transfer learn confuse
Bug
I m really confused about what preprocesse to apply on image datum when work with pre train model for transfer learn of course this be very specific for each model but I think kera bring some disambiguation by bring the preprocess input function by use it user should normally not worry about how to tr...
tensorflowtensorflow
tf 2 0 nest gradient tape unconnected graph
Bug
system information have I write custom code as oppose to use a stock example script provide in tensorflow yes os platform and distribution macos 10 15 1 tensorflow instal from binary pip 19 3 1 tensorflow version v2 0 0 rc2 26 g64c3d382ca 2 0 0 python version python 3 6 5 de...
tensorflowtensorflow
default instal version of tensorflow lite arduino library be pre compile cause confusing error report
Bug
hiya petewarden I ve be re port my demos hooray for arduino board right now when folk install the tensorflow library it default to the pre compile version which cause very obscure error about register argument if they be not use the exact same processor use vfp register argument and libtensorflowlit...
tensorflowtensorflow
autocastvariable assign return wrap variable instead of cast version
Bug
system information have I write custom code as oppose to use a stock example script provide in tensorflow yes os platform and distribution e g linux ubuntu 16 04 macos tensorflow instal from source or binary binary tensorflow version use command below 2 0 0 2 1 nightly ...
tensorflowtensorflow
behaviour of the loss function with sample weight kera
Bug
url s with the issue fit description of issue what need change I think we need a description of how the loss be compute when temporal sample weight be apply I e how be the loss aggregate across sample time step as address in 25178 the behaviour have even change over time in the exte...
tensorflowtensorflow
tensorflow 1 15 doesn t exist within pip install
Bug
thank you for submit a tensorflow documentation issue per our github policy we only address code doc bug performance issue feature request and build installation issue on github the tensorflow doc be open source to get involve read the documentation contributor guide url s with the i...
tensorflowtensorflow
how to use per channel quantize in tflite
Bug
hello from the tflite conv cc I can see that now tflite support per channel quantize be there any guide or doc how to use per channel quantize when convert tf model to tflite
tensorflowtensorflow
could not restore weight to model with same structure when enable eager
Bug
sytem ubuntu18 04 tf version 2 0 hardware gtx1080ti and gt 840 m cuda 10 0 cudnn 7 6 class retinanet tf keras model def init self config super retinanet self init self config config self num class config num class s...
tensorflowtensorflow
tf function hang on ragged tensor input
Bug
system information have I write custom code as oppose to use a stock example script provide in tensorflow os platform and distribution e g linux ubuntu 16 04 no tensorflow instal from source or binary colab tensorflow version use command below 2 0 0 python version 3 6 gpu...
tensorflowtensorflow
error description be not clear with new experimental tf lite converter
Bug
system information os platform and distribution e g linux ubuntu 16 04 linux colab tensorflow instal from source or binary binary tensorflow version or github sha if from source tf nightly command use to run the converter or code if you re use the python api imp...
tensorflowtensorflow
bracket in directory for tf train checkpointmanager in tf2 0
Bug
system information have I write custom code as oppose to use a stock example script provide in tensorflow yes os platform and distribution e g linux ubuntu 16 04 linux debian gcp notebook tensorflow instal from source or binary preinstalle on gcp notebook tensorfl...
tensorflowtensorflow
tflite crash sigabrt while run conv3d on android
Bug
system information have I write custom code yes os platform and distribution build environment be linux ubuntu 16 04 mobile device e g iphone 8 pixel 2 samsung galaxy if the issue happen on mobile device runtime environment be samsung s8 tensorflow instal from source or binary ...
tensorflowtensorflow
copy paste error for value embedding token embed query input
Bug
should be value input thank you for submit a tensorflow documentation issue per our github policy we only address code doc bug performance issue feature request and build installation issue on github the tensorflow doc be open source to get involve read the documentation contributor guide ...
tensorflowtensorflow
can not convert model to the tflite format with gru grucell
Bug
despite the declare support it seem it be not possible to convert the exist tf 2 0 model with gru grucell to the tflite format where be the problem here be the sample from tensorflow keras layer import from tensorflow keras import sequential import numpy as np import tensorflow as tf mode...
tensorflowtensorflow
api function change from keras 2 3 1 to keras 2 4 2
Bug
please make sure that this be a feature request as per our github policy we only address code doc bug performance issue feature request and build installation issue on github tag feature template system information tensorflow version tf 2 0 0 stable kera 2 4 2 a and 1 13 1 ker...
tensorflowtensorflow
train with muliple gpu get error out of range end of sequence
Bug
I be train with tensorflow2 0 with multiple gpu it get the follow error but if I use only one gpu it run without any error my tensorflow version be tensorflow gpu 2 0 0 tensorflow python framework error impl cancellederror 4 root error s find 0 cancel operation be cancel node ...
tensorflowtensorflow
valueerror when compute jacobian in eager mode
Bug
please make sure that this be a feature request as per our github policy we only address code doc bug performance issue feature request and build installation issue on github tag feature template I m try to add jacobian regularization to our loss function for reduce the intput of sensitivity but in te...
tensorflowtensorflow
tensorflow java 1 15 0 fail to load native lib
Bug
describe the current behavior org tensorflow nativelibrary tryloadlibraryfaile no tensorflow jni in java library path org tensorflow nativelibrary jniresourcename org tensorflow native linux x86 64 libtensorflow jni so org tensorflow nativelibrary frameworkresourcename org tensorflow native ...
tensorflowtensorflow
collective allgather fail on polymorphic shape
Bug
system information os platform and distribution ubuntu 18 04 tensorflow instal from source or binary binary whl tensorflow version use command below tensorflow gpu 2 0 0 python version 3 6 8 cuda cudnn version 10 0 7 6 4 gpu model and memory geforce gtx 1080 ti ...
tensorflowtensorflow
tensorflow fail to find trtengineop when build pip package and libtensorflow cc so
Bug
system information os platform and distribution e g linux ubuntu 16 04 linux ubuntu 18 04 mobile device e g iphone 8 pixel 2 samsung galaxy if the issue happen on mobile device tensorflow instal from source or binary source tensorflow version 1 14 python version 3 6...
tensorflowtensorflow
checkpoint manager overwrite not own checkpoint
Bug
system information have I write custom code as oppose to use a stock example script provide in tensorflow no os platform and distribution e g linux ubuntu 16 04 manjaro linux testing tensorflow instal from pypi binary tensorflow version use command below v1 12 1 16854 g6778662 2...
tensorflowtensorflow
after graph transform with pb file something go error
Bug
enviroment gpu type tesla t4 nvidia driver version 418 87 01 cuda version 10 1 243 cudnn version 7 6 3 python version 3 7 4 tensorflow version 1 14 1 bazel version 0 24 1 operating system version ubuntu 16 04 6 lts gnu linux 4 4 0 142 generic x86 64...
tensorflowtensorflow
get different result if train keras model eagerly
Bug
problem I get unexpected result while try to train a simple kera model in eagerly mode so I can debug the problem be reproducible on local machine and colab describe the current behavior same keras model train in eager mode but get different result compare to non eager mode the mo...
tensorflowtensorflow
could not create cudnn handle cudnn status not initialize
Bug
system information os platform and distribution linux ubuntu 16 04 tensorflow instal from pip tensorflow version 1 14 0 gpu python version 3 6 4 instal use virtualenv pip also have anaconda cuda cudnn version cuda 10 0 cudnn how to know the version gpu model and m...
tensorflowtensorflow
multiworkermirroredstrategy distribution error basecollectiveexecutor startabort invalid argument lower bind check fail for input 1 from node mkl2tf 30 to node scope allocator concat 1 1
Bug
system information have I write custom code as oppose to use a stock example script provide in tensorflow no ish keras multi worker mirror example os platform and distribution e g linux ubuntu 16 04 fedora server 31 tensorflow instal from source or binary source master branch ...
tensorflowtensorflow
tfliteconverter getopwithoutput error
Bug
system information have I write custom code as oppose to use a stock example script provide in tensorflow yes os platform and distribution e g linux ubuntu 16 04 google colab tensorflow instal from source or binary pip install tf nightly tensorflow version use command below ...
tensorflowtensorflow
error in the document of tf keras layer dense
Bug
thank you for submit a tensorflow documentation issue per our github policy we only address code doc bug performance issue feature request and build installation issue on github the tensorflow doc be open source to get involve read the documentation contributor guide url s with the i...
tensorflowtensorflow
c installation still suggest 1 14 0 download
Bug
url s with the issue description of issue what need change the download instruction link to 1 14 0 library rather than 1 15 0 the 1 15 0 library appear to exist and 1 15 0 be a release accord to
tensorflowtensorflow
keras fail to combine predict variable sized sequence
Bug
system information have I write custom code as oppose to use a stock example script provide in tensorflow no os platform and distribution e g linux ubuntu 16 04 google colab mobile device e g iphone 8 pixel 2 samsung galaxy if the issue happen on mobile device no tensorflow...
tensorflowtensorflow
tf size have no documentation
Bug
example return the number of element in the tensor it equal the length of the flatten tensor
tensorflowtensorflow
sparsecategoricalaccuracy invalidargumenterror
Bug
system information os platform and distribution e g linux ubuntu 16 04 win10 tensorflow version use command below 2 0 0 python version 3 7 5 when I try to run the follow code an error occur python import numpy as np import tensorflow as tf class mnistloader ...
tensorflowtensorflow
tf trt optimize graph get wrong result when use batch size 7
Bug
please make sure that this be a bug as per our github policy we only address code doc bug performance issue feature request and build installation issue on github tag bug template system information have I write custom code as oppose to use a stock example script provide in tensorflow yes ...
tensorflowtensorflow
can t load optimizer weight after add layer without parameter
Bug
model a python ipt input batch shape 32 240 4 x1 conv1d 16 20 stride 200 padding same ipt x1 batchnormalization x1 x2 conv1d 16 200 stride 120 padding same ipt x2 batchnormalization x2 model b python ipt input b...
tensorflowtensorflow
tf keras backend sqrt tf constant 1 0 be 0 which be misleading and tf sqrt tf constant 1 0 be nan which be the way it should be
Bug
system information have I write custom code as oppose to use a stock example script provide in tensorflow no os platform and distribution e g linux ubuntu 16 04 linux ubuntu 16 04 mobile device e g iphone 8 pixel 2 samsung galaxy if the issue happen on mobile device no tens...
tensorflowtensorflow
do not get performance improvement on tf matmul when build with avx2
Bug
system information have I write custom code as oppose to use a stock example script provide in tensorflow no os platform and distribution e g linux ubuntu 16 04 cento 7 tensorflow version use command below v1 14 python version 3 6 5 bazel version if compile from source ...
tensorflowtensorflow
loss and metric differ with masking or sample weight
Bug
update on jan 8 2021 I update the title from metric incorrect for rnn with mask as I discover more information that widen the scope of this issue see comment on that date system information have I write custom code as oppose to use a stock example script provide in tensorflow yes os ...
tensorflowtensorflow
unable to convert pb to tflite
Bug
system information os platform and distribution e g linux ubuntu 16 04 window 10 tensorflow instal from source or binary python m pip install tensorflow 1 15 tensorflow version or github sha if from source 1 15 I be currently try to convert pb file from export tflite ssd gra...
tensorflowtensorflow
tf2 0 can not load kera save model with customize loss function
Bug
I run tensorflow kera on colab research google com in tf2 0 I train a model with a customize loss function name loss then save it by keras model save when I try load it by keras model load model filename custom object loss loss it raise tensorflow 2 0 0 python3 6 tensorflo...
tensorflowtensorflow
only one gpu be use during fit validation phase
Bug
system information have I write custom code as oppose to use a stock example script provide in tensorflow yes os platform and distribution e g linux ubuntu 16 04 linux ubuntu 16 04 tensorflow version use command below 2 0 0 describe the current behavior during validation p...
tensorflowtensorflow
logit and label must have the same first dimension
Bug
system information mac os 10 14 6 tensorflow 1 14 working model python input layer input shape x shape 1 model embed input dim len vocab 1 output dim 32 input length x shape 1 input layer model bidirectional lstm unit 50 return sequence true recurrent dropout 0 2 ...
tensorflowtensorflow
batchnorm doesn t work in custom model or layer
Bug
system information windows10 tensorflow 2 0 0 python version 3 7 describe the current behavior inaccessibletensorerror the tensor tensor batch normalization batch normalization trainable 0 dtype bool can not be access here it be define in another function or code block u...
tensorflowtensorflow
impossible to use tf keras callback modelcheckpoint in distribute training
Bug
system information have I write custom code as oppose to use a stock example script provide in tensorflow yes os platform and distribution e g linux ubuntu 16 04 google colab tensorflow version use command below 2 0 0 describe the current behavior it be not possible to use ...
tensorflowtensorflow
repeat number in uniform random tensor create on gpu
Bug
please make sure that this be a bug as per our github policy we only address code doc bug performance issue feature request and build installation issue on github tag bug template system information have I write custom code as oppose to use a stock example script provide in tensorflow yes...
tensorflowtensorflow
warn when use fit generator
Bug
thank you for submit a tensorflow documentation issue per our github policy we only address code doc bug performance issue feature request and build installation issue on github the tensorflow doc be open source to get involve read the documentation contributor guide url s with the i...
tensorflowtensorflow
can not load save model fit via csv dataset
Bug
system information have I write custom code as oppose to use a stock example script provide in tensorflow yes os platform and distribution e g linux ubuntu 16 04 macos 10 14 6 mobile device e g iphone 8 pixel 2 samsung galaxy if the issue happen on mobile device tensorflow i...
tensorflowtensorflow
an op call int appear in tensorflow
Bug
system information have I write custom code as oppose to use a stock example script provide in tensorflow the dependency com google ortool ortool constraint solver cp be introduce in the tensorflow compiler xla service cpu cpu compiler dep os platform and distribution e g linux ubuntu 16 ...
tensorflowtensorflow
can t find tensorflow example tutorial
Bug
system information have I write custom code as oppose to use a stock example script provide in tensorflow none os platform and distribution e g linux ubuntu 16 04 ubuntu 18 04 3 lts mobile device e g iphone 8 pixel 2 samsung galaxy if the issue happen on mobile device none ...
tensorflowtensorflow
can t apply map on dataset
Bug
system information have I write custom code as oppose to use a stock example script provide in tensorflow yes os platform and distribution e g linux ubuntu 16 04 manjaro tensorflow instal from source or binary pip repository binary tensorflow version use command below v2 0...
tensorflowtensorflow
bug wrong device placement for tf constant with int32
Bug
colab example remember to use gpu instance when dtype be int32 tf constant didn t place tensor on gpu but cpu python with tf device gpu 0 a tf constant 0 1 dtype tf float32 print a device job localhost replica 0 task 0 device gpu 0 with tf device gpu 0 b ...
tensorflowtensorflow
tf distribute mirroredstrategy crash
Bug
system information have I write custom code as oppose to use a stock example script provide in tensorflow yes os platform and distribution e g linux ubuntu 16 04 progress linux 5 engywuck backport linux debian buster tensorflow instal from source or binary binary problem happ...
tensorflowtensorflow
tf2 0 distribute training fail after add an embed layer
Bug
please make sure that this be a bug as per our github policy we only address code doc bug performance issue feature request and build installation issue on github tag bug template system information have I write custom code as oppose to use a stock example script provide in tensorflow some...
tensorflowtensorflow
batchnorm generate nan move variance on gpu with fuse set to true for some input
Bug
please make sure that this be a bug as per our github policy we only address code doc bug performance issue feature request and build installation issue on github tag bug template system information have I write custom code as oppose to use a stock example script provide in tensorflow yes ...
tensorflowtensorflow
model reset state do not work for bidirectional rnn in tf keras
Bug
system information have I write custom code as oppose to use a stock example script provide in tensorflow yes os platform and distribution e g linux ubuntu 16 04 macos 10 14 6 tensorflow instal from source or binary binary tensorflow version use command below ...
tensorflowtensorflow
unsupported numpy type npy longlong
Bug
system information linux mint 19 dell xps 7590 laptop python 3 7 4 anaconda tensorflow version v2 0 0 rc2 26 g64c3d38 2 0 0 pip tensorflow gpu with gpu disabled numpy version 1 17 3 describe the current behavior tensorflow 2 0 raise a valueerror if a numpy array of type np longlong be co...
tensorflowtensorflow
tf datum dataset fix size batch with subsequent map under tf distribute mirroredstrategy lead to a crash
Bug
system information the same environment as in code to reproduce the issue it take I a few week of debug to reproduce important I do not think it will reproduce in colab you need at least 2 gpu python usr bin env python3 import sys import tensorflow as tf def main...
tensorflowtensorflow
tf 2 0 distribution strategy throw invalid argument error
Bug
please make sure that this be a bug as per our github policy we only address code doc bug performance issue feature request and build installation issue on github tag bug template system information have I write custom code as oppose to use a stock example script provide in tensorflow some...
tensorflowtensorflow
tensorflow lite currently doesn t support control flow op merge switch
Bug
system information os platform and distribution e g linux ubuntu 16 04 ubuntu 18 04 3 lts tensorflow instal from source or binary source tensorflow version or github sha if from source 1 15 0 provide the text output from tflite convert 2019 11 06 14 51 12 818885 I tensorf...
tensorflowtensorflow
error on save rnn layer with recurrent dropout parameter as save model
Bug
layer input input shape 10 100 layer bi rnn bidirectional gru unit 10 recurrent dropout 0 2 return sequence true layer input layer dense timedistribute dense 5 layer bi rnn layer act activation softmax layer dense model model layer i...
tensorflowtensorflow
understanding warn 5 out of the last 5 call to trigger tf function retrace
Bug
system information have I write custom code yes below linux ubuntu 16 04 tensorflow 2 1 0 dev20191103 binary install python 3 6 cuda 10 0 cndnn 7 6 4 4 nvidia titan x 12 gb I define a very simple training script with a custom loss function and fit as below the...
tensorflowtensorflow
group convolution not work in tf 2 0 0
Bug
the merge pr 25818 enable group convolution by allow the input s depth to be multiple of the filter s in depth parameter rather than exactly equal however as you can see below whenever I attempt to perform a group convolution it result in an ambiguous error no algorithm find same issue if I make the f...
tensorflowtensorflow
comment on the custom model fn with tf 2 0 symbol section of the migrate your tensorflow 1 code to tensorflow 2 guide
Bug
url s with the issue please provide a link to the documentation entry for example custom model fn with tf 20 symbol description of issue what need change my comment be about this piece of code def my model fn feature label mode model make model training m...
tensorflowtensorflow
documentation unclear tf batch to space
Bug
url s with the issue description of issue what need change 1 example need to be add 2 crop part in args section be very difficult to understand need to be well format put into code clear description documentation be unclear no example be show also there be on...