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tensorflowtensorflow
png warning
Bug
issue type bug have you reproduce the bug with tensorflow nightly yes source binary tensorflow version 2 15 custom code yes os platform and distribution ubuntu 22 04 mobile device no response python version no response ...
tensorflowtensorflow
inconsistency of leftshift between eager mode and jit true
Bug
issue type bug have you reproduce the bug with tensorflow nightly yes source source tensorflow version 2 14 1 custom code yes os platform and distribution ubuntu 22 04 3 lts x86 64 mobile device no response python version no response bazel ver...
tensorflowtensorflow
inconsistency in result for tf keras metric and tf keras loss
Bug
issue type bug have you reproduce the bug with tensorflow nightly yes source binary tensorflow version 2 15 custom code yes os platform and distribution ubuntu 22 04 mobile device ubuntu 22 04 python version 3 9 10 bazel version no response ...
tensorflowtensorflow
tensorflow macos 2 15 0 still request ml dtype 0 2 0 instead of 0 3 1
Bug
issue type bug have you reproduce the bug with tensorflow nightly no source binary tensorflow version 2 15 0 custom code no os platform and distribution macos 14 1 2 mobile device mac python version 3 9 bazel version no response gcc compile...
tensorflowtensorflow
tf 2 15 0 post1 complain about tf keras optimizer adam to be not trackable
Bug
issue type bug have you reproduce the bug with tensorflow nightly no source source tensorflow version v2 15 0 2 g0b15fdfcb3f 2 15 0 custom code yes os platform and distribution linux ubuntu 22 04 mobile device linux ubuntu 22 04 python version 3 11 7 ...
tensorflowtensorflow
custom callback log value be not accurately reflect in the training progress bar
Bug
issue type bug have you reproduce the bug with tensorflow nightly yes source source tensorflow version tf 2 14 1 custom code yes os platform and distribution linux ubuntu 22 04 mobile device no response python version 3 9 ...
tensorflowtensorflow
process be abort core dump when axis be a large negative integer when call tf gather
Bug
issue type bug have you reproduce the bug with tensorflow nightly yes source source tensorflow version 2 16 0 custom code yes os platform and distribution no response mobile device no response python version no response bazel version no resp...
tensorflowtensorflow
advisory ghsa 9jjw hf72 3mxw contain invalid semver
Bug
issue type documentation bug have you reproduce the bug with tensorflow nightly no source source tensorflow version n a custom code no os platform and distribution n a mobile device n a python version n a bazel version no response gcc compi...
tensorflowtensorflow
multi gpu strategy scope cause save weight error
Bug
issue type bug have you reproduce the bug with tensorflow nightly no source binary tensorflow version 2 13 1 custom code yes os platform and distribution ubuntu 20 04 mobile device no response python version 3 8 bazel version no response ...
tensorflowtensorflow
wrong gradient calculate for api tf keras layer add
Bug
issue type bug have you reproduce the bug with tensorflow nightly no source source tensorflow version tf 2 14 0 custom code yes os platform and distribution window colab mobile device no response python version 3 10 bazel version no response ...
tensorflowtensorflow
tensorflow org version point to late version for 2 11 onward
Bug
issue type documentation bug have you reproduce the bug with tensorflow nightly yes source source tensorflow version 2 11 custom code no os platform and distribution all mobile device all python version all bazel version no response gcc co...
tensorflowtensorflow
tf keras model load model can t handle unc path
Bug
issue type bug have you reproduce the bug with tensorflow nightly no source binary tensorflow version tf 2 14 0 custom code yes os platform and distribution window 10 mobile device no response python version 3 11 6 bazel version no response ...
tensorflowtensorflow
documentation of tf nn depthwise conv2d fail to mention limitation on stride
Bug
issue type documentation bug have you reproduce the bug with tensorflow nightly no source binary tensorflow version 2 14 0 custom code no os platform and distribution macos 13 6 mobile device none python version 3 11 bazel version no response ...
tensorflowtensorflow
remove or update zh cn translation from installation instruction
Bug
the late version of tensorflow do not support gpu on window native however the zh cn translation say nothing about it the translation have now be outdated and misleading when I try to contribute to the l10n tensorflow doc l10n I only find a do not translate tensorflow doc l10n blob master s...
tensorflowtensorflow
efficientnet transfer learn init with imagenet weight change model
Bug
issue type bug have you reproduce the bug with tensorflow nightly no source binary tensorflow version 2 14 custom code no os platform and distribution linux ubuntu 22 04 mobile device no response python version 3 10 ...
tensorflowtensorflow
tf truncatemod do not support half and bfloat16 datum type
Bug
issue type bug have you reproduce the bug with tensorflow nightly yes source binary tensorflow version 2 14 0 custom code yes os platform and distribution no response mobile device no response python version no response bazel version no resp...
tensorflowtensorflow
elu activation implementation
Bug
issue type bug have you reproduce the bug with tensorflow nightly yes source source tensorflow version 2 13 0 custom code yes os platform and distribution ubuntu 20 04 mobile device no response python version no response bazel version no respo...
tensorflowtensorflow
segmentation fault for tflite interpreter
Bug
issue type bug have you reproduce the bug with tensorflow nightly yes source source tensorflow version 2 13 0 custom code yes os platform and distribution linux ubuntu 22 04 03 mobile device no response python version 3 8 17 bazel version no res...
tensorflowtensorflow
doc spurious favicon in template
Bug
I can t work out where the template for this life but the tensorflow doc at least the homepage and a couple of random page I spot check have a spurious favicon link to an image that doesn t exist link href static en site asset image marketing favicon png rel shortcut icon this be shadow by ano...
tensorflowtensorflow
keras docs source code link point to 404
Bug
example if I go here and click source code I get to a 404 here l70 l3991 and it s the same no matter what version of the api doc I click from speak of if you go to then the 2 12 and 2 11 link don t point to those version of the api doc they go to the current version unless you use the link ...
tensorflowtensorflow
output mismatch between direct pass and loop pass through dense layer
Bug
issue type bug have you reproduce the bug with tensorflow nightly no source binary tensorflow version 2 11 0 custom code no os platform and distribution linux ubuntu 20 04 mobile device no response python version 3 8 ...
tensorflowtensorflow
tf keras callbacks sidecarevaluatormodelexport doc page look break
Bug
issue type documentation bug have you reproduce the bug with tensorflow nightly no source source tensorflow version 2 13 0 custom code no os platform and distribution no response mobile device no response python version no response bazel versio...
tensorflowtensorflow
stringlookup layer do not retrieve vocabulary after save and load the model
Bug
issue type bug have you reproduce the bug with tensorflow nightly yes source source tensorflow version 2 11 2 12 2 13 custom code no os platform and distribution linux ubuntu 20 04 1 mobile device no response python version ...
tensorflowtensorflow
mlir fix tf stridedslice lower to tosa with new axis mask shrink axis mask
Bug
issue type bug have you reproduce the bug with tensorflow nightly yes source source tensorflow version tf 2 13 0rc2 custom code yes os platform and distribution linux ubunto 18 04 mobile device no response python version 3 9 1 bazel version 6 1 2...
tensorflowtensorflow
could not run gpu on jupyter
Bug
click to expand issue type bug have you reproduce the bug with tf nightly yes source source tensorflow version 2 12 0 custom code yes os platform and distribution no response mobile device no response python version 3 10 11 bazel version ...
tensorflowtensorflow
weird memory usage of shuffle in tf datum dataset
Bug
click to expand issue type bug have you reproduce the bug with tf nightly no source binary tensorflow version tf 2 12 custom code no os platform and distribution ubuntu 22 04 mobile device no response python version 3...
tensorflowtensorflow
error message be inconsistent with documentation in tf nn leaky relu
Bug
click to expand issue type bug have you reproduce the bug with tf nightly yes source source tensorflow version tf 2 12 0 custom code yes os platform and distribution win11 mobile device no response python version no response bazel version ...
tensorflowtensorflow
speech recognition no code be present
Bug
please add source code for android for speech recognition currently only resource file be present synandi tensorflow copybara can u please help
tensorflowtensorflow
tf raw ops gatherv2 api doc page do not properly describe the argument batch dim
Bug
click to expand issue type documentation bug have you reproduce the bug with tf nightly no source source tensorflow version tf 2 12 0 custom code yes os platform and distribution no response mobile device no response python version no response ...
tensorflowtensorflow
memory leak in forward pass e g of resnet50 model with tensorflow 2 12 0 and python 3 11
Bug
the follow minimal example reproduce the memory leak I run into no gpu just cpu memleak py python3 import numpy as np import psutil import tensorflow as tf model tf keras application resnet50 vgg19 seem to not leak tf config threading set inter op parallelism thread 0 an...
tensorflowtensorflow
delete legacy java client from tensorflow main repository
Bug
tensorflow main repository still contain the old java client base on tf1 x that have be replace a few year ago by the new version maintain by sig jvm this be very misleading for user who want to discover the capability of run tensorflow model on java just this week a new example of such question a...
tensorflowtensorflow
compute jacobian for tf image rot90 throw error encounter an exception while vectorize the jacobian computation
Bug
click to expand issue type bug source source tensorflow version tf nightly custom code yes os platform and distribution linux ubuntu 20 04 mobile device no response python version 3 9 bazel version no response gcc compiler version no respo...
tensorflowtensorflow
tensorflow customize embed not work on gpu
Bug
click to expand issue type bug source binary tensorflow version v2 3 0 rc2 23 gb36436b087 2 3 0 custom code no os platform and distribution ubuntu 17 04 mobile device no response python version 3 7 bazel version no response gcc compiler versi...
tensorflowtensorflow
try to export a function which reference untracked resource tensor
Bug
click to expand issue type bug source source tensorflow version 2 8 2 custom code yes os platform and distribution colab mobile device no response python version 3 7 bazel version no response gcc compiler version no response cuda cu...
tensorflowtensorflow
tf image ssim multiscale have a bug as a loss function it produce nan the bug didn t happen before please fix it
Bug
click to expand issue type bug source source tensorflow version tf 2 9 1 custom code yes os platform and distribution window mobile device no response python version 3 8 bazel version no response gcc compiler...
tensorflowtensorflow
fail to set new cubla math mode cubla status invalid value
Bug
issue type bug source binary tensorflow version v2 9 0 18 gd8ce9f9c301 2 9 1 custom code no os platform and distribution linux ubuntu 20 04 4 lts mobile device no response python version no response bazel version no respon...
tensorflowtensorflow
inactiverpcerror of rpc that terminate with status statuscode fail precondition detail attempt to use uninitialized value dense 2 bias
Bug
inactiverpcerror of rpc that terminate with status statuscode fail precondition detail attempt to use uninitialized value dense 2 bias get follow error from my python grpc client when try predict wuth the tf serve server inactiverpcerror inactiverpcerror of ...
tensorflowtensorflow
tf gather nd and tf gather have inconsistent type check for batch dim
Bug
system information have I write custom code as oppose to use a stock example script provide in tensorflow y os platform and distribution e g linux ubuntu 16 04 ubuntu 18 04 mobile device e g iphone 8 pixel 2 samsung galaxy if the issue happen on mobile device n tensorflow i...
tensorflowtensorflow
invalidargumenterror node while grad connect to invalid output 4 of source node while which have 4 output
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 colab mobile device e g iphone 8 pixel 2 samsung galaxy if the issue happen on mobile device tensorflow instal fro...
tensorflowtensorflow
document whether the gpu execution of concrete function be asynchronous
Bug
url s with the issue performance see the speed up description of issue what need change the comment in the example code at performance state tf matmul can return before complete the matrix multiplication e g can return after enquee the operation on a cuda stream ...
tensorflowtensorflow
mkl fuse batch norm op test fail
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 rhel 7 tensorflow instal from source or binary source tensorflow version use command below 2 5 0 2 6 0 pytho...
tensorflowtensorflow
constant folding ignore epsilon
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 v...
tensorflowtensorflow
the word vector obtain by the word2vec tutorial be very bad
Bug
url s with the issue description of issue what need change I run the word2vec code without change from the tutorial but the word vector from the model be very bad not reflect the semantic meaning at all here be the result show in the embed projector selection 002
tensorflowtensorflow
file system be not work on window through tf io gfile gfile interface
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 ...
tensorflowtensorflow
negative sampling in word2vec tutorial
Bug
url s with the issue negative sample negative sampling for one skip gram generate training datum generate training datum description of issue what need change I be go through the tutorial on skipgram word2vec and I notice that positive sample candidate be also negative sample candidate...
tensorflowtensorflow
exception when save custom rnn model with a constant in the call function when use savedmodel format
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 redhat 7 8 2 mobile device e g iphone 8 pixel 2 samsung galaxy if the issue happen on mobile device tensorf...
tensorflowtensorflow
quantization aware training model have weird inference behavior
Bug
hi I have a pretraine detection model I train in tensorflow 2 3 with fp32 precision I use this model s weight as initial pretraine weight for quantization aware training qat during training I could see that training converge and give logical prediction I visualize result during training when try to load...
tensorflowtensorflow
crash when use tf nn local response normalization across multiple gpu
Bug
model use tf nn local response normalization train ok but crash upon evaluation when parallelize over multiple gpu same model do not crash when run on a single gpu replace tf nn local response normalization with keras layer batchnormalization model train ok and evaluate ok on single or multiple gpu ...
tensorflowtensorflow
accuracy of resnet50 vgg16 after tfmot quantization keras quantize model be really low
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 ...
tensorflowtensorflow
quantization aware training do not seem to perform per channel quantization with allvaluesquantizer
Bug
system information have I write custom code as oppose to use a stock example script provide in tensorflow custom code os platform and distribution e g linux ubuntu 16 04 window 10 tensorflow instal from source or binary anaconda navigator ten...
tensorflowtensorflow
integer quantization convert bias of 32 bit float type in conv2d to 8 bit int type on tflite
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 ...
tensorflowtensorflow
miss gpu op for zero like for raggedtensorvariant error occur when ragged tensor feed thru tf map fn
Bug
system information have I write custom code as oppose to use a stock example script provide in tensorflow yes include below os platform and distribution e g linux ubuntu 16 04 ubuntu 20 10 mobile device e g iphone 8 pixel 2 samsung galaxy if the issue happen on mobile device n a ...
tensorflowtensorflow
race condition in port picker lead to test failure
Bug
system information tensorflow instal from source or binary source tensorflow version use command below 2 4 1 python version 3 7 4 bazel version if compile from source 3 7 1 gcc compiler version if compile from source 8 3 0 cuda cudnn version 11 0 describe the c...
tensorflowtensorflow
auto generate cortex m0 hello world make project fail to link
Bug
tensorflow micro system information host os platform and distribution e g linux ubuntu 16 04 linux pop os 5 8 0 7625 generic tensorflow instal from source or binary source tensorflow version commit sha if source 2 3 2 target platform e g arm mbe os arduino nano 33 etc ...
tensorflowtensorflow
add window build to nightly libtensorflow c package
Bug
the c api page nightly libtensorflow c package say that libtensorflow package be build nightly and upload to gcs for all support platform but the libtensorflow nightly gcs bucket do not have build for window the readme s list of offical build official build also indicate that window nightlie sh...
tensorflowtensorflow
modular filesystem inconsistent rename file behaviour
Bug
this be not a contribution the new modular filesystem include a rename file l485 operation the docstre state that the implementation must throw a tf fail precondition error if either of the src or dst path be directory this be also part of the test suite l859 l882 however the gfile rename api ...
tensorflowtensorflow
no register resourcescatterndupdate opkernel for gpu
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 instal from source or binary source tensorflow version use command below 2 4 0rc4 python ver...
tensorflowtensorflow
use mixed precision cause incorrect loss metric value
Bug
tensorflow version 2 4 0 rc3 compile from source gpu rtx 3080 10 gb cuda cudnn 11 1 8 bazel version 3 1 0 window 10 I decide to mixed precision to speed up the training but some issue be I use this code policy keras mixed precision policy mixed float16 keras mixed p...
tensorflowtensorflow
resource exhausted memoryerror unable to allocate
Bug
for similar question see 38414 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 window 10 tensorflow instal from source or binary pip install tensorflow gpu 2 4 0...
tensorflowtensorflow
attributeerror tensorarray object have no attribute mark use with tf function
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 ...
tensorflowtensorflow
tf registerloglistener in c api do not seem to work
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 window 10 mobile device e g iphone 8 pixel 2 samsung galaxy if the issue happen on mobile device no tensorflow i...
tensorflowtensorflow
bug keras savemodel do not properly save optimizer state
Bug
edit look like this be a dupe of 42749 I ll leave this up for now in case since that issue do not have as reproducible high level example but feel free to close this happen at least for adam do not apply to sgd for example do not test with other test on tf nightly and tf 2 3 0 tl dr...
tensorflowtensorflow
tf 2 4 kerastensor break type compatibility
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 v2 4 0 rc0 and tf nightl...
tensorflowtensorflow
size argument of tensorarray work only when specify by pythonic int but tf tensor doesn t
Bug
system information os platform and distribution e g linux ubuntu 16 04 linux lz 5 4 0 48 generic 52 18 04 1 ubuntu tensorflow instal from source or binary in conda env pip install tensorflow gpu I tensorflow version use command below v2 3 0 rc2 23 gb36436b087 2 3 0 ...
tensorflowtensorflow
save and loading keras model with rnn layer that use both multiple input and constant will result in valueerror when use model predict
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 window 10 mobile device e g iphone 8 pixel 2 samsung galaxy if the issue happen on mobile device tensorflow insta...
tensorflowtensorflow
training tracking datum structure list be not properly serialize deserialize
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 ubuntu 18 04 1 tensorflow instal from source or binary binary tensorflow version use command below v2 3 0 54 gfcc4...
tensorflowtensorflow
discrepancy between available operation semantic documentation and documentation of tf2xla python xla conv
Bug
url s with the issue conv convolution l239 l269 description of issue what need change clear description tf2xla python xla conv l239 l269 point to the operation semantic for convwithgeneralpadde but actually wrap the more general convgeneraldilate it would make sen...
tensorflowtensorflow
tf datum experimental dense to ragged batch fail with input from generator with unspecified shape in tf 2 3
Bug
system information have I write custom code as oppose to use a stock example script provide in tensorflow both os platform and distribution e g linux ubuntu 16 04 windows linux colab mobile device e g iphone 8 pixel 2 samsung galaxy if the issue happen on mobile device n ...
tensorflowtensorflow
doc on use tpus with custom training loop can be mislead
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
sample softmax loss weight and logit don t get gradient
Bug
system information os platform and distribution linux ubuntu 20 04 tensorflow version 2 2 0 python version 3 8 2 cuda cudnn version 10 2 7 6 2 gpu model and memory titan x describe the current behavior in order to use tf nn sample softmax loss weight and bias need ...
tensorflowtensorflow
autograph fail to convert nest if else in a for loop
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 16 04 mobile device e g iphone 8 pixel 2 samsung galaxy if the issue happen on mobile device n a tensorflow inst...
tensorflowtensorflow
op require failure in c loadsavedmodel with conv2d w bias into an add
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 ...
tensorflowtensorflow
autograph apply to keras custom loss during eager execution
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 window 10 x64 tensorflow instal from source or binary binary pip tensorflow version use command below tf 2 4 ...
tensorflowtensorflow
remove training node from freeze graph failure use transformgraph
Bug
get tensorrt conversion failure due to op not support in tensorrt till now I have come to conclusion to optimize prune the original tensorflow flow graph so that freeze graph should have only support op as per tensorrt and that should then convert easily to uff to do this I want to remove training node map ...
tensorflowtensorflow
tf io gfile gcs fail to work on opensuse
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 opensuse tumblewee tensorflow instal from source or binary binary conda tensorflow version use command below...
tensorflowtensorflow
mlir xla invalid ir pass verification
Bug
with tensorflow head at 3ffb4ad2d43311f41155b6e00fd105e50df685da may 31 the follow snippet should fail verification with tf opt but it doesn t func main arg0 memref 4x64x128x3xf32 tuple xla lhlo copy arg0 arg0 memref 4x64x128x3xf32 memref 4x64x128x3xf32 ...
tensorflowtensorflow
mlir xla hlo lhlo conversion issue when operand be a constant tensor
Bug
with master branch as of 831a55584749593400807e0baa7478476b5dbc70 may 26 the xla hlo to lhlo lower doesn t convert completely when the operand of an op in this example below that of broadcast in dim be a constant tensor to reproduce please use func main arg0 tensor 4x64x128x3xf32 arg...
tensorflowtensorflow
tf queue fifoqueue throw notfounderror on enqueue dequeue if create in graph mode
Bug
system information have I write custom code as oppose to use a stock example script provide in tensorflow yes os platform and distribution window 7 and ubuntu 18 04 3 lts colab tensorflow instal from source or binary pip install tf nightly gpu tensorflow version use command below ...
tensorflowtensorflow
fail to legalize operation xla hlo return
Bug
I be use tensorflow instal from source and run on google cloud my git commit I d be b52f058cb7fe2aee523fb2f0ae8ba712d2339b3a I be try to test reduce op I generate a frozen graph of pbtxt format use a very simple program by use reduce sum on 4 3 2 tensor I generate graph def from it give below mo...
tensorflowtensorflow
documentation for ensure cupti for profiling be mislead
Bug
url s with the issue install the profiler and gpu prerequisite description of issue what need change the documentation say to do ldconfig p grep libcupti to check that cupti exist on the path and to do export ld library path usr local cuda extras cupti lib64 ld library path to ...
tensorflowtensorflow
control dependency with assert equal
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
unintende tf distribute replicacontext merge call behavior on tpu
Bug
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 ubuntu 18 04 colab tensorflow instal from source or binary binary tensorflow version use command below 2 2 0rc3 python version 3 ...
tensorflowtensorflow
inconsistency in mirroredstrategy evaluation result for batch dependent metric
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 instal from source or binary colab and from pip locally tensorflow version use comma...
tensorflowtensorflow
serialize a tensor and write to tf train example from within a graph
Bug
I would like to write tensorflow example record to a tfrecordwriter from inside an autograph generate graph I be run inference at scale over million of example and so don t want to collect all result in memory but write they out as I go I m read from a dataset run everything inside a graph be way fast than bre...
tensorflowtensorflow
autograph and tf function be not work for tpu
Bug
it seem that tpu only support keras fit function but unable to use function from tf function and autograph tensorflow version 2 1 python version 3 6 issue can be reproduce in colab
tensorflowtensorflow
ko zh cn how to get chinese korean font to work in matplotlib colab
Bug
the default matplotlib setup in colab doesn t include chinese or korean font so these character don t render I believe this be one of the reason we have not be translate figure text I can get the browser to render this text by output svg text from ipython display import set matplotlib format set...
tensorflowtensorflow
tf function decorate function fail in graph mode if any of the branch of conditional would be invalid at runtime
Bug
system information have I write custom code yes os platform and distribution ubuntu 18 04 tensorflow instal from binary tensorflow version 2 1 0 python version 3 7 6 describe the current behavior as far as I follow the development of tf s tf function decoration autotrace...
tensorflowtensorflow
tf save model assertion error call a function reference variable which have be delete
Bug
I be face an issue when return a tf save model load object inside a function and then try to use it it be not work I be have a file sample py sample py import tensorflow as tf def load model model dir load model load tf save model load model dir m...
tensorflowtensorflow
hang on out of memory error
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 ubuntu 18 04 3 lts mobile device e g iphone 8 pixel 2 samsung galaxy if the issue happen on mobile device ...
tensorflowtensorflow
tf datum dataset unusable with step per epoch standard training loop
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 mint tensorflow instal from source or binary binary tensorflow version use command below 2 1 0 python ve...
tensorflowtensorflow
file io get match file fail for valid filename that contain glob
Bug
the function file io get match file say it take a filepath but actually it take a glob this mean that if you save your checkpoint to a folder like x abc then you can t load the previous checkpoint use something like def load checkpoint sess checkpoint path saver tf train saver ...
tensorflowtensorflow
tf io gfile glob do not list all file in a google cloud storage bucket
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 mobile device e g iphone 8 pixel 2 samsung galaxy if the issue happen on mobile device tensorflow instal from sou...
tensorflowtensorflow
collective allgather fail to collect tensor in multi tf task between graph distribute execution
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 recommend with the support of nccl gpu mod...
tensorflowtensorflow
tf image ssim multiscale do not work in tf 2 0 0
Bug
system information have I write custom code as oppose to use a stock example script provide in tensorflow no os platform and distribution linux ubuntu 16 04 tensorflow instal from binary pip tensorflow version 2 0 0 python version 3 5 2 cuda version 10 1 gpu mode...
tensorflowtensorflow
can not seek on write only tf gfile gfile
Bug
system information have I write custom code yes os platform and distribution linux ubuntu 18 04 tensorflow instal from binary tensorflow version v1 14 0 rc1 22 gaf24dc9 1 14 0 python version 3 6 describe the current behavior call seek on a tf gfile gfile open in...
tensorflowtensorflow
interrelation of collection and scope count be not clear from documentation
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
potential bug find with static analysis
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 no ...
tensorflowtensorflow
low gpu usage of rnn layer under mirroredstrategy
Bug
system information have I write custom code yes os platform and distribution ubuntu 14 04 tensorflow instal from binary tensorflow version 2 0 0b1 python version 3 6 8 cuda cudnn version 10 0 gpu model and memory titan x describe the current behavior rnn l...
tensorflowtensorflow
add build in helper function for byte feature float feature and int64 feature from use tfrecord and tf example page
Bug
the tf documentation page use tfrecord and tf example list these helper function the follow function can be use to convert a value to a type compatible with tf example def byte feature value return a bytes list from a string byte return tf train feature byte list tf train...
tensorflowtensorflow
make documentation link to c code
Bug
system information tensorflow version all doc link all the python api documentation for example describe the documentation issue the python api documentation often point to the python code on github where the operation be define for the example for tf nn conv2d transpose it...