NVIDIA framework-reproducibility issues

NVIDIA / framework-reproducibility

Providing reproducibility in deep learning frameworks

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Update tensorflow.md

#43 faisal3325 opened 6 months ago
0
make table a bit easier to read

#42 zivsha closed 1 year ago
0
`torch_status.md` determinism tracker similiar to `tensorflow_status.md`

#41 h-grieve opened 2 years ago
1
Changing class name/structure changes program functionality (using TensorFlow)

#40 edwardyehuang closed 1 year ago
2
tf.data.experimental.sample_from_datasets non-deterministic in multi-gpu.

#39 yanniskar opened 2 years ago
4
Non-reproducible model training results with TensorFlow 2.5

#38 brandhsu closed 2 years ago
7
Early versions of TensorFlow (e.g. 1.9) do not have a version attribute

#37 SageAgastya opened 3 years ago
3
Usage of numpy.random.Generator to deal with Data-Loader Parallelism

#36 zakajd closed 3 years ago
7
garder14/byol-tensorflow2 (batch-norm & softmax/cross-entropy)

#35 evolu8 opened 3 years ago
1
Softmax xent

#33 wenscarl opened 3 years ago
0
patch tf.image.resize with bilinear by casting image to tf.float64

#32 llan-ml closed 3 years ago
2
More segment ops need to be patched

#31 llan-ml closed 3 years ago
5
Model not deterministic/reproducible with all seeds set and os.environ['TF_DETERMINISTIC_OPS'] = '1'

#30 stevenwong951028 opened 4 years ago
0
Don't get deterministic results with NGC 20.09

#29 ornellamarciano opened 4 years ago
8
Determinism across GPU architectures?

#28 isarandi closed 4 years ago
5
Exception thrown with "No algorithm worked!" message on NGC 20.09

#27 disembarrasing closed 4 years ago
13
Model nondeterminism when using `K.layers.DepthwiseConv2D` / `tf.nn.depthwise_conv2d` (known issue)

#26 kimzt opened 4 years ago
18
Message passing neural network determinism thwarted by tf.math.segment_sum and tf.gather

#25 dangthatsright closed 4 years ago
13
non-determinism on tf.keras.layers.UpSampling2D(..., interpolation='nearest')

#24 emiliocoutinho closed 4 years ago
3
Fix typo in main/TensorFlow README

#23 SeonbeomKim closed 4 years ago
1
Running on stock TensorFlow version >= 2.1

#22 emiliocoutinho closed 4 years ago
5
[WIP] Feature/patch/softmax cross entropy with logits

#21 MFreidank opened 4 years ago
14
Make tf_determinism.patch() handle tf>=2.1 as well

#20 MFreidank closed 4 years ago
4
Reproducibility issue with transformers (BERT) and tf2.2

#19 MFreidank opened 4 years ago
21
Nondeterminism from tf.image.crop_and_resize

#18 xthyax closed 4 years ago
2
Added non-determinism by unsorted_segment_sum

#17 gavins13 closed 4 years ago
1
Inc. solution for AutoGraph loop conversion

#16 gavins13 closed 4 years ago
6
Add layers.Dropout as another random seed to set

#15 ned2 closed 4 years ago
2
Lack of reproducibility when using Huggingface transformers library (TensorFlow version)

#14 dmitriydligach opened 4 years ago
11
Will this package work on tf.keras model?

#13 leocnj closed 4 years ago
1
How can I get deterministic, back-propagatable upsampling?

#12 louislbc closed 4 years ago
5
Update method call to set TF random seed

#11 Simsso closed 4 years ago
1
Are there disadvantages to enabling deterministic ops?

#10 lminer closed 4 years ago
2
Getting OpenNMT-tf to train reproducibly

#9 atebbifakhr opened 4 years ago
13
Support for TF 2.1.0

#8 jmwoloso closed 4 years ago
3
Raise more specific exceptions

#7 bersbersbers closed 4 years ago
3
How can I check whether I'm in a NGC TensorFlow container?

#6 AndreaPi closed 4 years ago
2
Tensorflow-determinism not working with conda tensorflow-gpu

#5 Eugen2525 closed 4 years ago
6
Why tensorflow-determinism and not simply determinism?

#4 kirk86 closed 4 years ago
4
Unidentified model not training reproducibly

#3 invoxiaehu closed 4 years ago
8
How can I confirm that the deterministic environment variable is working?

#2 cklsoft closed 4 years ago
5
When will the debug tool be available?

#1 daddydrac closed 4 years ago
2