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1,919 Open 37,496 Closed
1,919 Open 37,496 Closed
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Issues list

recompute_grad does not save memory and is incompatible with graph mode comp:gpu GPU related issues TF 2.1 for tracking issues in 2.1 release type:performance Performance Issue
#36981 opened Feb 22, 2020 by BinyanHu
@sanjoy
15
Gradient checkpointing: Wrap tf.keras.Model or tf.keras.layers.Layer in tf.recompute_gradients() comp:apis Highlevel API related issues stat:awaiting tensorflower Status - Awaiting response from tensorflower type:feature Feature requests
#36968 opened Feb 21, 2020 by jarednielsen
@MarkDaoust
2
Memory leak in finalizing GeneratorDataset iterator comp:data tf.data related issues stat:awaiting tensorflower Status - Awaiting response from tensorflower TF 2.1 for tracking issues in 2.1 release type:performance Performance Issue
#36919 opened Feb 20, 2020 by Mauhing
@jsimsa
4
tensorflow.python.ops.linalg.sparse.matmul crashes when inputs have different rank, but only if either is a CSRSparseMatrix comp:ops OPs related issues stat:awaiting tensorflower Status - Awaiting response from tensorflower TF 2.9 Issues found in the TF 2.9 release (or RCs) type:bug Bug
#36911 opened Feb 20, 2020 by danielegrattarola
@ymodak
3
import_graph_def with cond nodes fails in eager/tf.function contexts comp:ops OPs related issues stat:awaiting tensorflower Status - Awaiting response from tensorflower TF 2.11 Issues related to TF 2.11 type:bug Bug
#36809 opened Feb 17, 2020 by jackd
@amahendrakar
5
Severe slowdown with 1 BN step in while_v2 comp:ops OPs related issues stat:awaiting tensorflower Status - Awaiting response from tensorflower TF 2.1 for tracking issues in 2.1 release type:performance Performance Issue
#36797 opened Feb 16, 2020 by OverLordGoldDragon
@amahendrakar
Dataset.shuffle leads to worse training performance due to chunked processing comp:data tf.data related issues TF 2.1 for tracking issues in 2.1 release type:feature Feature requests type:performance Performance Issue
#36626 opened Feb 10, 2020 by Flamefire
@jsimsa
8
tf.data.Dataset unusable with steps_per_epoch standard training loop comp:data tf.data related issues TF 2.10 type:bug Bug
#36539 opened Feb 7, 2020 by Flamefire
@karmel
12
Loading Tensorflow models from disk is instant while loading from gcs is very slow comp:apis Highlevel API related issues stat:awaiting tensorflower Status - Awaiting response from tensorflower TF 2.4 for issues related to TF 2.4 type:performance Performance Issue
#36505 opened Feb 6, 2020 by Sam-Persoon
25
How can I clear GPU memory in tensorflow 2? comp:gpu GPU related issues stat:awaiting tensorflower Status - Awaiting response from tensorflower TF 2.7 Issues related to TF 2.7.0 type:bug Bug
#36465 opened Feb 4, 2020 by HristoBuyukliev
@rohan100jain
120
Keras - Supporting load/save models and weights to Google Storage comp:keras Keras related issues stat:awaiting tensorflower Status - Awaiting response from tensorflower TF 2.1 for tracking issues in 2.1 release type:feature Feature requests
#36453 opened Feb 4, 2020 by kim-sardine
@k-w-w @gowthamkpr
17
Ability to calculate projected memory usage for a given model comp:keras Keras related issues stat:awaiting tensorflower Status - Awaiting response from tensorflower TF 2.1 for tracking issues in 2.1 release type:feature Feature requests
#36327 opened Jan 30, 2020 by Bidski
@fchollet
8
Support nested structure as return value in tf.py_function. comp:core issues related to core part of tensorflow stat:awaiting tensorflower Status - Awaiting response from tensorflower type:feature Feature requests
#36276 opened Jan 28, 2020 by VitaliKaiser
@jvishnuvardhan
1
Support setting shapes directly in tf.py_function comp:core issues related to core part of tensorflow comp:ops OPs related issues stat:awaiting tensorflower Status - Awaiting response from tensorflower TF 2.1 for tracking issues in 2.1 release type:feature Feature requests
#36274 opened Jan 28, 2020 by VitaliKaiser
@rohan100jain
1
AttributeError: 'Tensor' object has no attribute 'log_prob' comp:ops OPs related issues stat:awaiting tensorflower Status - Awaiting response from tensorflower TF 2.11 Issues related to TF 2.11 type:bug Bug
#36181 opened Jan 24, 2020 by nbro
@jvdillon
15
Memory leaks when doing a random tf.op on a previously converted to NumPy Tensor in TF2.1 comp:ops OPs related issues stat:awaiting tensorflower Status - Awaiting response from tensorflower TF 2.1 for tracking issues in 2.1 release type:performance Performance Issue
#36164 opened Jan 23, 2020 by lerobitaille
@ymodak
6
Add python dev (alpha version) for testing and building in CI type:feature Feature requests
#35960 opened Jan 17, 2020 by stevenleeS0ht
10
Define variable shape at restore/load, allow direct restoring of variables prior to calling __build__ (non-lazy variable loading from checkpoint) comp:ops OPs related issues stat:awaiting tensorflower Status - Awaiting response from tensorflower type:feature Feature requests
#35685 opened Jan 9, 2020 by mjlbach
@ebrevdo
2
files_io.get_matching_files fails for valid filenames that contain globs comp:runtime c++ runtime, performance issues (cpu) TF 2.5 Issues related to TF 2.5 TF 2.11 Issues related to TF 2.11 type:bug Bug
#35489 opened Dec 30, 2019 by silky
12
Enable SO_REUSEPORT option in tensorflow training server comp:dist-strat Distribution Strategy related issues stat:awaiting tensorflower Status - Awaiting response from tensorflower type:feature Feature requests
#35383 opened Dec 24, 2019 by jdlesage
@ymodak
10
AutoGraph is compiled 5x slower in TF2.x Multi-GPU Distributed Mirrored Strategy comp:dist-strat Distribution Strategy related issues TF 2.1 for tracking issues in 2.1 release type:performance Performance Issue
#35346 opened Dec 22, 2019 by olegmyrk
@rohan100jain @allenlavoie
9
unbounded memory leak in tf.io.gfile.isdir()
#35292 opened Dec 20, 2019 by nfelt
1
Return some sort of verifying data structure for load_weights for tf.keras models comp:keras Keras related issues stat:awaiting tensorflower Status - Awaiting response from tensorflower type:feature Feature requests
#35239 opened Dec 19, 2019 by ashutoshbsathe
@fchollet @rchao
5
-D_GLIBCXX_USE_CXX11_ABI=1 increases a lot RAM usage subtype: ubuntu/linux Ubuntu/Linux Build/Installation Issues TF 2.9 Issues found in the TF 2.9 release (or RCs) type:build/install Build and install issues type:performance Performance Issue
#35160 opened Dec 16, 2019 by maingoh
16
Derivative of pow(x, y) can give nan when x=0 for higher order derivatives comp:ops OPs related issues stat:awaiting tensorflower Status - Awaiting response from tensorflower TF 2.12 For issues related to Tensorflow 2.12 type:bug Bug
#35011 opened Dec 11, 2019 by mjwatkins2
@tilakrayal
10
ProTip! Updated in the last three days: updated:>2024-06-23.