Ecosyste.ms: Issues

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GitHub / NVIDIA/framework-reproducibility issues and pull requests

#43 - Update tensorflow.md

Pull Request - State: open - Opened by faisal3325 about 2 months ago

#42 - make table a bit easier to read

Pull Request - State: closed - Opened by zivsha over 1 year ago

#41 - `torch_status.md` determinism tracker similiar to `tensorflow_status.md`

Issue - State: open - Opened by h-grieve almost 2 years ago - 1 comment

#40 - Changing class name/structure changes program functionality (using TensorFlow)

Issue - State: closed - Opened by edwardyehuang about 2 years ago - 2 comments

#39 - tf.data.experimental.sample_from_datasets non-deterministic in multi-gpu.

Issue - State: open - Opened by yanniskar over 2 years ago - 4 comments

#38 - Non-reproducible model training results with TensorFlow 2.5

Issue - State: closed - Opened by Brandhsu over 2 years ago - 7 comments

#37 - Early versions of TensorFlow (e.g. 1.9) do not have a version attribute

Issue - State: open - Opened by SageAgastya almost 3 years ago - 3 comments
Labels: bug

#36 - Usage of numpy.random.Generator to deal with Data-Loader Parallelism

Issue - State: closed - Opened by zakajd about 3 years ago - 7 comments

#35 - garder14/byol-tensorflow2 (batch-norm & softmax/cross-entropy)

Issue - State: open - Opened by evolu8 about 3 years ago - 1 comment

#33 - Softmax xent

Pull Request - State: open - Opened by wenscarl over 3 years ago

#32 - patch tf.image.resize with bilinear by casting image to tf.float64

Issue - State: closed - Opened by llan-ml over 3 years ago - 2 comments

#31 - More segment ops need to be patched

Issue - State: closed - Opened by llan-ml over 3 years ago - 5 comments

#29 - Don't get deterministic results with NGC 20.09

Issue - State: open - Opened by ornellamarciano over 3 years ago - 8 comments

#28 - Determinism across GPU architectures?

Issue - State: closed - Opened by isarandi over 3 years ago - 5 comments
Labels: question

#27 - Exception thrown with "No algorithm worked!" message on NGC 20.09

Issue - State: closed - Opened by disembarrasing over 3 years ago - 13 comments

#26 - Model nondeterminism when using `K.layers.DepthwiseConv2D` / `tf.nn.depthwise_conv2d` (known issue)

Issue - State: open - Opened by kimzt almost 4 years ago - 18 comments
Labels: known issue

#24 - non-determinism on tf.keras.layers.UpSampling2D(..., interpolation='nearest')

Issue - State: closed - Opened by emiliocoutinho almost 4 years ago - 3 comments

#23 - Fix typo in main/TensorFlow README

Pull Request - State: closed - Opened by SeonbeomKim almost 4 years ago - 1 comment

#22 - Running on stock TensorFlow version >= 2.1

Issue - State: closed - Opened by emiliocoutinho almost 4 years ago - 5 comments

#21 - [WIP] Feature/patch/softmax cross entropy with logits

Pull Request - State: open - Opened by MFreidank about 4 years ago - 14 comments

#20 - Make tf_determinism.patch() handle tf>=2.1 as well

Issue - State: closed - Opened by MFreidank about 4 years ago - 4 comments

#19 - Reproducibility issue with transformers (BERT) and tf2.2

Issue - State: open - Opened by MFreidank about 4 years ago - 21 comments

#18 - Nondeterminism from tf.image.crop_and_resize

Issue - State: closed - Opened by xthyax about 4 years ago - 2 comments

#17 - Added non-determinism by unsorted_segment_sum

Pull Request - State: closed - Opened by gavins13 about 4 years ago - 1 comment

#16 - Inc. solution for AutoGraph loop conversion

Pull Request - State: closed - Opened by gavins13 about 4 years ago - 6 comments

#15 - Add layers.Dropout as another random seed to set

Pull Request - State: closed - Opened by ned2 about 4 years ago - 2 comments

#14 - Lack of reproducibility when using Huggingface transformers library (TensorFlow version)

Issue - State: open - Opened by dmitriydligach about 4 years ago - 11 comments
Labels: debugging

#13 - Will this package work on tf.keras model?

Issue - State: closed - Opened by leocnj over 4 years ago - 1 comment
Labels: question

#12 - How can I get deterministic, back-propagatable upsampling?

Issue - State: closed - Opened by louislbc over 4 years ago - 5 comments
Labels: question

#11 - Update method call to set TF random seed

Pull Request - State: closed - Opened by Simsso over 4 years ago - 1 comment

#10 - Are there disadvantages to enabling deterministic ops?

Issue - State: closed - Opened by lminer over 4 years ago - 2 comments
Labels: question

#9 - Getting OpenNMT-tf to train reproducibly

Issue - State: open - Opened by atebbifakhr over 4 years ago - 13 comments
Labels: debugging, possible new discovery

#8 - Support for TF 2.1.0

Issue - State: closed - Opened by jmwoloso over 4 years ago - 3 comments
Labels: enhancement

#7 - Raise more specific exceptions

Issue - State: closed - Opened by bersbersbers over 4 years ago - 3 comments
Labels: enhancement

#6 - How can I check whether I'm in a NGC TensorFlow container?

Issue - State: closed - Opened by AndreaPi over 4 years ago - 2 comments
Labels: question

#5 - Tensorflow-determinism not working with conda tensorflow-gpu

Issue - State: closed - Opened by Eugen2525 over 4 years ago - 6 comments
Labels: wontfix

#4 - Why tensorflow-determinism and not simply determinism?

Issue - State: closed - Opened by kirk86 over 4 years ago - 4 comments
Labels: question

#3 - Unidentified model not training reproducibly

Issue - State: closed - Opened by invoxiaehu over 4 years ago - 8 comments
Labels: waiting for code

#2 - How can I confirm that the deterministic environment variable is working?

Issue - State: closed - Opened by cklsoft almost 5 years ago - 5 comments
Labels: question

#1 - When will the debug tool be available?

Issue - State: closed - Opened by salinaaaaaa almost 5 years ago - 2 comments
Labels: question