Issues

• cannot reproduce each tensorflow training in gpu

  NVIDIA/framework-reproducibility#44 · Filter by author i2s-sys opened on Jan 11, 2025

• torch_status.md determinism tracker similiar to tensorflow_status.md

  NVIDIA/framework-reproducibility#41 · Filter by author h-grieve opened on Jul 28, 2022
  1

• tf.data.experimental.sample_from_datasets non-deterministic in multi-gpu.

  NVIDIA/framework-reproducibility#39 · Filter by author yanniskar opened on Jan 2, 2022
  4

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

  bug
  NVIDIA/framework-reproducibility#37 · Filter by author SageAgastya opened on Aug 13, 2021
  3

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

  NVIDIA/framework-reproducibility#35 · Filter by author evolu8 opened on Apr 6, 2021
  1

• Model not deterministic/reproducible with all seeds set and os.environ['TF_DETERMINISTIC_OPS'] = '1'

  NVIDIA/framework-reproducibility#30 · Filter by author stevenwong951028 opened on Oct 31, 2020

• Don't get deterministic results with NGC 20.09

  NVIDIA/framework-reproducibility#29 · Filter by author ornellamarciano opened on Oct 13, 2020
  8

• Model nondeterminism when using K.layers.DepthwiseConv2D / tf.nn.depthwise_conv2d (known issue)

  known issue
  NVIDIA/framework-reproducibility#26 · Filter by author kimzt opened on Sep 24, 2020
  18

• Reproducibility issue with transformers (BERT) and tf2.2

  NVIDIA/framework-reproducibility#19 · Filter by author MFreidank opened on Jun 16, 2020
  21

• Lack of reproducibility when using Huggingface transformers library (TensorFlow version)

  debugging
  NVIDIA/framework-reproducibility#14 · Filter by author dmitriydligach opened on Apr 28, 2020
  11

• Getting OpenNMT-tf to train reproducibly

  debuggingpossible new discovery
  NVIDIA/framework-reproducibility#9 · Filter by author atebbifakhr opened on Jan 13, 2020
  13