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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
large model parallelism on gpu causing oom
comp:dist-strat
Distribution Strategy related issues
stat:awaiting tensorflower
Status - Awaiting response from tensorflower
type:feature
Feature requests
#37563
opened Mar 13, 2020 by
sjtusmartboy
Method Chaining in Tensorflow
comp:apis
Highlevel API related issues
comp:ops
OPs related issues
stat:awaiting tensorflower
Status - Awaiting response from tensorflower
type:feature
Feature requests
#37311
opened Mar 4, 2020 by
najibghadri
Warning/Error not present when not using the result of write in a TensorArray
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
#37245
opened Mar 2, 2020 by
zaccharieramzi
TopK result always sort when k==num_cols
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
#37010
opened Feb 24, 2020 by
guizili0
Gradient checkpointing: Wrap Highlevel API related issues
stat:awaiting tensorflower
Status - Awaiting response from tensorflower
type:feature
Feature requests
tf.keras.Model
or tf.keras.layers.Layer
in tf.recompute_gradients()
comp:apis
#36968
opened Feb 21, 2020 by
jarednielsen
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
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
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
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
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
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
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
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
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
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
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
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
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
Add python dev (alpha version) for testing and building in CI
type:feature
Feature requests
#35960
opened Jan 17, 2020 by
stevenleeS0ht
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
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
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