subject,GH_id,GH_URL_HTML,tf.function related problem?,category,stage,cause,symptom,fix
kamalkraj/Vision-Transformer,819773119,https://github.com/kamalkraj/Vision-Transformer/issues/3,FALSE, , , , , 
PacktPublishing/Generative-Adversarial-Networks-Projects,821028146,https://github.com/PacktPublishing/Generative-Adversarial-Networks-Projects/issues/70,FALSE, , , , , 
nrontsis/PILCO,808389782,https://github.com/nrontsis/PILCO/pull/57,TRUE,Performance,Prediction,Use of eager mode,Poor performance,Use tf.function
secondmind-labs/trieste,755665148,https://github.com/secondmind-labs/trieste/issues/90,TRUE,Incompatibility,None,Use of incompatible function,Runtime error,Use tf.function
keiohta/tf2rl,676159573,https://github.com/keiohta/tf2rl/pull/100,TRUE,Performance,Training,Tensor dynamic shapes,Poor performance,Change tf.function argument
secondmind-labs/trieste,749733910,https://github.com/secondmind-labs/trieste/issues/70,TRUE,Incompatibility,Prediction,Tracing,Unexpected behavior,Added tf.Variable
AaronJny/xyolo,784731145,https://github.com/AaronJny/xyolo/issues/4,FALSE, , , , , 
onnx/tensorflow-onnx,735541048,https://github.com/onnx/tensorflow-onnx/issues/1158,FALSE, , , , , 
ageron/handson-ml2,803124513,https://github.com/ageron/handson-ml2/issues/381,FALSE, , , , , 
LuchnikovI/QGOpt,691559360,https://github.com/LuchnikovI/QGOpt/issues/33,FALSE, , , , , 
tensorflow/tensorflow,821724695,https://github.com/tensorflow/tensorflow/issues/47548,TRUE,TensorFlow bug,Training,Use of graph mode,Unexpected behavior,Change value of epsilon 
tensorflow/probability,602615734,https://github.com/tensorflow/probability/issues/883,FALSE, , , , , 
tensorflow/tensorboard,415902593,https://github.com/tensorflow/tensorboard/issues/1929,FALSE, , , , , 
tensorflow/tensorflow,822170258,https://github.com/tensorflow/tensorflow/issues/47561,FALSE, , , , , 
apple/coremltools,767685452,https://github.com/apple/coremltools/issues/1033,FALSE, , , , , 
MoritzTaylor/maml-rl-tf2,535432392,https://github.com/MoritzTaylor/maml-rl-tf2/issues/3,FALSE, , , , , 
tensorflow/java,808912808,https://github.com/tensorflow/java/issues/221,FALSE, , , , , 
MLH-Fellowship/neuro-art,740456602,https://github.com/MLH-Fellowship/neuro-art/issues/13,TRUE,Creating tf.Variables,Training,Use of graph mode,Runtime error,Remove tf.function decorator
tensorflow/tensorflow,810616956,https://github.com/tensorflow/tensorflow/issues/47230,TRUE,Incompatibility,Training,Use of incompatible function,Poor performance,Added tf.Variable
tensorflow/tensorflow,717033239,https://github.com/tensorflow/tensorflow/pull/43864,FALSE, , , , , 
tensorflow/tensorflow,805326595,https://github.com/tensorflow/tensorflow/issues/47061,FALSE, , , , , 
tensorflow/tensorflow,812226293,https://github.com/tensorflow/tensorflow/issues/47269,TRUE,TensorFlow bug,Unknown,Use of graph mode,Unexpected behavior,Add error/warnings to code
amirgholami/adahessian,793566635,https://github.com/amirgholami/adahessian/issues/15,TRUE,API Misuse,Training,API confusion,Unknown,"Use Tensorflow ops, instead of NumPy and Python calls"
Nikolai10/scrabble-gan,768646731,https://github.com/Nikolai10/scrabble-gan/issues/7,FALSE, , , , , 
tensorflow/tensorboard,781332575,https://github.com/tensorflow/tensorboard/issues/4523,FALSE, , , , , 
gaunthan/ground-segmentation,702761265,https://github.com/gaunthan/ground-segmentation/issues/1,FALSE, , , , , 
tensorflow/federated,759514381,https://github.com/tensorflow/federated/issues/941,FALSE, , , , , 
keiohta/tf2rl,676158537,https://github.com/keiohta/tf2rl/issues/99,FALSE, , , , , 
tensorflow/tensorflow,801243213,https://github.com/tensorflow/tensorflow/issues/46923,FALSE, , , , , 
shenweichen/DeepMatch,822920373,https://github.com/shenweichen/DeepMatch/issues/51,FALSE, , , , , 
OlafenwaMoses/ImageAI,742715417,https://github.com/OlafenwaMoses/ImageAI/issues/602,TRUE,Creating tf.Variables,Training,Use of graph mode,Runtime error,Upgrade to new version of library
horovod/horovod,570957095,https://github.com/horovod/horovod/issues/1735,FALSE, , , , , 
MyRespect/AdversarialAttack,576210445,https://github.com/MyRespect/AdversarialAttack/issues/1,FALSE, , , , , 
DifferentiableUniverseInitiative/flowpm,823376713,https://github.com/DifferentiableUniverseInitiative/flowpm/issues/70,TRUE,Performance,None,Use of eager mode,Poor performance,Use tf.function
grahamgower/genomatnn,639730545,https://github.com/grahamgower/genomatnn/issues/13,FALSE, , , , , 
rlgraph/rlgraph,398532975,https://github.com/rlgraph/rlgraph/issues/39,FALSE, , , , , 
SubstraFoundation/distributed-learning-contributivity,781474100,https://github.com/SubstraFoundation/distributed-learning-contributivity/pull/315,TRUE,Performance,Unknown,Use of eager mode,Poor performance,Use tf.function
OlafenwaMoses/FireNET,743405830,https://github.com/OlafenwaMoses/FireNET/issues/11,FALSE, , , , , 
czy36mengfei/tensorflow2_tutorials_chinese,440659801,https://github.com/czy36mengfei/tensorflow2_tutorials_chinese/issues/2,FALSE, , , , , 
krasserm/super-resolution,562275214,https://github.com/krasserm/super-resolution/issues/39,FALSE, , , , , 
saiwaiyanyu/bi-lstm-crf-ner-tf2.0,627681597,https://github.com/saiwaiyanyu/bi-lstm-crf-ner-tf2.0/issues/7,FALSE, , , , , 
wandb/client,772264944,https://github.com/wandb/client/issues/1634,FALSE, , , , , 
hellloxiaotian/BRDNet,694922713,https://github.com/hellloxiaotian/BRDNet/issues/6,FALSE, , , , , 
spyder-ide/spyder-kernels,660192474,https://github.com/spyder-ide/spyder-kernels/issues/241,FALSE, , , , , 
N3PDF/vegasflow,541898755,https://github.com/N3PDF/vegasflow/pull/11,FALSE, , , , , 
furrypython/PConv-TensorFlow2,771527360,https://github.com/furrypython/PConv-TensorFlow2/issues/3,FALSE, , , , , 
tensorflow/tensorflow,681327000,https://github.com/tensorflow/tensorflow/issues/42475,TRUE,Performance,Training,Incorrect tf.function parameter,Poor performance,Change tf.function argument
serengil/deepface,801052359,https://github.com/serengil/deepface/issues/180,FALSE, , , , , 
titu1994/tfdiffeq,660817693,https://github.com/titu1994/tfdiffeq/issues/6,FALSE, , , , , 
marcelotduarte/cx_Freeze,815379507,https://github.com/marcelotduarte/cx_Freeze/issues/931,FALSE, , , , , 
tensorflow/io,537804235,https://github.com/tensorflow/io/issues/680,FALSE, , , , , 
tensorflow/tensorflow,665757959,https://github.com/tensorflow/tensorflow/pull/41742,FALSE, , , , , 
tensorflow/tensorboard,417390174,https://github.com/tensorflow/tensorboard/issues/1961,FALSE, , , , , 
tensorflow/tensorflow,555702914,https://github.com/tensorflow/tensorflow/issues/36255,FALSE, , , , , 
horovod/horovod,572206565,https://github.com/horovod/horovod/issues/1743,TRUE,TensorFlow bug,Training,Use of incompatible function,Autograph warning,None
tensorflow/tensorflow,783372374,https://github.com/tensorflow/tensorflow/issues/46340,FALSE, , , , , 
tensorflow/probability,693715990,https://github.com/tensorflow/probability/issues/1076,TRUE,Performance,Unknown,API confusion,Retracing warnings,Remove tf.function decorator
GPflow/GPflow,583236785,https://github.com/GPflow/GPflow/issues/1335,FALSE, , , , , 
tensorflow/text,610928775,https://github.com/tensorflow/text/issues/283,TRUE,Incompatibility,Unknown,Incorrect tf.function parameter,Runtime error,Change tf.function argument
faustomorales/keras-ocr,599339031,https://github.com/faustomorales/keras-ocr/issues/63,TRUE,Performance,Prediction,Incorrect tf.function parameter,Retracing warnings,Add input_signature argument to tf.function
GPflow/GPflow,565398754,https://github.com/GPflow/GPflow/issues/1260,FALSE, , , , , 
tensorflow/tensorflow,788868640,https://github.com/tensorflow/tensorflow/issues/46533,TRUE,API Misuse,None,API confusion,Runtime error,Remove tf.function decorator
GPflow/GPflow,571557264,https://github.com/GPflow/GPflow/issues/1291,FALSE, , , , , 
tensorflow/tensorflow,595467013,https://github.com/tensorflow/tensorflow/issues/38287,FALSE, , , , , 
tensorflow/tensorflow,809436859,https://github.com/tensorflow/tensorflow/issues/47192,FALSE, , , , , 
tensorflow/tensorflow,665963377,https://github.com/tensorflow/tensorflow/issues/41760,TRUE,Creating tf.Variables,Training,Use of graph mode,Runtime error,Use tf.function
noahchalifour/rnnt-speech-recognition,603499486,https://github.com/noahchalifour/rnnt-speech-recognition/issues/18,FALSE, , , , , 
tensorflow/tfjs,709978230,https://github.com/tensorflow/tfjs/issues/3977,FALSE, , , , , 
tensorflow/tensorflow,788593907,https://github.com/tensorflow/tensorflow/issues/46518,TRUE,Performance,Training,API confusion,Poor performance,None
tensorflow/tensorflow,620092439,https://github.com/tensorflow/tensorflow/issues/39645,FALSE, , , , , 
tensorflow/tensorflow,586750227,https://github.com/tensorflow/tensorflow/issues/37858,FALSE, , , , , 
tensorflow/tensorflow,718989807,https://github.com/tensorflow/tensorflow/issues/43948,FALSE, , , , , 
tensorflow/models,679736292,https://github.com/tensorflow/models/issues/9114,FALSE, , , , , 
tensorflow/tensorflow,646919710,https://github.com/tensorflow/tensorflow/issues/40885,FALSE, , , , , 
tensorflow/tensorflow,445229158,https://github.com/tensorflow/tensorflow/issues/28786,FALSE, , , , , 
tensorflow/tensorflow,605323782,https://github.com/tensorflow/tensorflow/issues/38828,FALSE, , , , , 
tensorflow/datasets,688559053,https://github.com/tensorflow/datasets/issues/2365,FALSE, , , , , 
tensorflow/tensorflow,663047796,https://github.com/tensorflow/tensorflow/issues/41594,TRUE,TensorFlow bug,Training,Use of incompatible function,Unexpected behavior,Use iter in a loop inside tf.function when iterating over Datasets
tensorflow/tensorflow,674845616,https://github.com/tensorflow/tensorflow/issues/42119,FALSE, , , , , 
tensorflow/tensorflow,593314837,https://github.com/tensorflow/tensorflow/issues/38192,FALSE, , , , , 
tensorflow/tensorflow,732244448,https://github.com/tensorflow/tensorflow/issues/44430,FALSE, , , , , 
tensorflow/tensorflow,715173469,https://github.com/tensorflow/tensorflow/issues/43800,FALSE, , , , , 
tensorflow/tensorflow,492569349,https://github.com/tensorflow/tensorflow/issues/32454,TRUE,Deadlock,Data preparation,Use of graph mode,Hang,Upgrade to new version of library
tensorflow/tensorflow,748562533,https://github.com/tensorflow/tensorflow/issues/45093,FALSE, , , , , 
tensorflow/tensorflow,748041018,https://github.com/tensorflow/tensorflow/issues/45063,FALSE, , , , , 
tensorflow/tensorflow,678493655,https://github.com/tensorflow/tensorflow/issues/42319,FALSE, , , , , 
tensorflow/tensorflow,557956140,https://github.com/tensorflow/tensorflow/issues/36361,FALSE, , , , , 
tensorflow/tensorflow,462177436,https://github.com/tensorflow/tensorflow/issues/30235,FALSE, , , , , 
tensorflow/tensorflow,713604395,https://github.com/tensorflow/tensorflow/issues/43732,FALSE, , , , , 
tensorflow/tensorflow,708705559,https://github.com/tensorflow/tensorflow/issues/43555,FALSE, , , , , 
tensorflow/hub,805007736,https://github.com/tensorflow/hub/issues/734,FALSE, , , , , 
tensorflow/tensorflow,745732745,https://github.com/tensorflow/tensorflow/issues/44980,FALSE, , , , , 
tensorflow/tensorflow,770235466,https://github.com/tensorflow/tensorflow/issues/45797,TRUE,Incompatibility,Prediction,Tensor dynamic shapes,Runtime error,Add input_signature argument to tf.function
tensorflow/tensorflow,536121274,https://github.com/tensorflow/tensorflow/issues/35012,TRUE,TensorFlow bug,Training,Use of incompatible function,Runtime error,Relocate tf.function (use on a different function)
tensorflow/tensorflow,425119159,https://github.com/tensorflow/tensorflow/issues/27120,TRUE,Creating tf.Variables,Training,Use of graph mode,Runtime error,Relocate tf.function (use on a different function)
tensorflow/probability,581229323,https://github.com/tensorflow/probability/issues/840,TRUE,Incompatibility,Unknown,Use of graph mode,Unexpected behavior,Use tf.function
tensorflow/profiler,793574319,https://github.com/tensorflow/profiler/issues/266,FALSE, , , , , 
tensorflow/profiler,616824225,https://github.com/tensorflow/profiler/issues/16,FALSE, , , , , 
tensorflow/tensorflow,522832460,https://github.com/tensorflow/tensorflow/issues/34270,TRUE,TensorFlow bug,None,Use of graph mode,Unexpected behavior,Use tf.function
tensorflow/tensorflow,739334236,https://github.com/tensorflow/tensorflow/issues/44710,FALSE, , , , , 
deepmind/tree,662344323,https://github.com/deepmind/tree/pull/12,FALSE, , , , , 
perslev/MultiPlanarUNet,593140236,https://github.com/perslev/MultiPlanarUNet/issues/10,FALSE, , , , , 
YosefLab/epitome,787855889,https://github.com/YosefLab/epitome/issues/43,TRUE,Performance,Prediction,Use of graph mode,Retracing warnings,Relocate tf.function (use on a different function)
kendryte/nncase,606076293,https://github.com/kendryte/nncase/issues/119,FALSE, , , , , 
deepfakes/faceswap,729002867,https://github.com/deepfakes/faceswap/issues/1082,FALSE, , , , , 
truera/trulens,783761123,https://github.com/truera/trulens/issues/15,FALSE, , , , , 
matterport/Mask_RCNN,537052776,https://github.com/matterport/Mask_RCNN/issues/1911,FALSE, , , , , 
ANTsX/ANTsPy,745275520,https://github.com/ANTsX/ANTsPy/issues/229,FALSE, , , , , 
tensorflow/text,727301665,https://github.com/tensorflow/text/issues/422,FALSE, , , , , 
tensorflow/tensorflow,675729581,https://github.com/tensorflow/tensorflow/issues/42168,FALSE, , , , , 
tensorflow/tensorflow,812047452,https://github.com/tensorflow/tensorflow/issues/47261,TRUE,TensorFlow bug,Training,Tensor dynamic shapes,Unexpected behavior,Upgrade to new version of library
tensorflow/tensorflow,819714996,https://github.com/tensorflow/tensorflow/issues/47496,FALSE, , , , , 
tensorflow/tensorflow,417944000,https://github.com/tensorflow/tensorflow/issues/26409,TRUE,Incompatibility,Prediction,Use of graph mode,Unexpected behavior,None
tensorflow/tensorflow,450631170,https://github.com/tensorflow/tensorflow/issues/29198,FALSE, , , , , 
tensorflow/tensorflow,505021021,https://github.com/tensorflow/tensorflow/issues/33193,TRUE,TensorFlow bug,None,Use of graph mode,Unexpected behavior,Upgrade to new version of library
tensorflow/tensorflow,541503834,https://github.com/tensorflow/tensorflow/issues/35346,TRUE,TensorFlow bug,Training,Use of graph mode,Poor performance,None
matterport/Mask_RCNN,516942388,https://github.com/matterport/Mask_RCNN/issues/1845,FALSE, , , , , 
tensorflow/tensorflow,738943484,https://github.com/tensorflow/tensorflow/issues/44698,FALSE, , , , , 
tensorflow/tensorflow,665814598,https://github.com/tensorflow/tensorflow/issues/41746,TRUE,API Misuse,Training,Use of graph mode,Runtime error,None
tensorflow/quantum,722538165,https://github.com/tensorflow/quantum/issues/412,FALSE, , , , , 
tensorflow/probability,749512077,https://github.com/tensorflow/probability/issues/1177,FALSE, , , , , 
tensorflow/probability,480657494,https://github.com/tensorflow/probability/issues/524,FALSE, , , , , 
tensorflow/federated,793491164,https://github.com/tensorflow/federated/pull/1060,FALSE, , , , , 
ftramer/ensemble-adv-training,445786502,https://github.com/ftramer/ensemble-adv-training/issues/4,FALSE, , , , , 
tensorflow/probability,429447961,https://github.com/tensorflow/probability/issues/348,FALSE, , , , , 
tensorflow/tensorflow,565956436,https://github.com/tensorflow/tensorflow/issues/36797,FALSE, , , , , 
google-research/seed_rl,762296668,https://github.com/google-research/seed_rl/issues/52,TRUE,API Misuse,Prediction,API confusion,Unexpected behavior,Use tf.numpy_function inside tf.function
tensorflow/tensorflow,666446786,https://github.com/tensorflow/tensorflow/issues/41772,FALSE, , , , , 
serengil/deepface,765531610,https://github.com/serengil/deepface/issues/145,FALSE, , , , , 
tensorflow/tensorflow,655434882,https://github.com/tensorflow/tensorflow/issues/41325,TRUE,Performance,Training,Use of graph mode,Poor performance,Upgrade to new version of library
tensorflow/tensorflow,429074881,https://github.com/tensorflow/tensorflow/issues/27491,TRUE,Incompatibility,Training,Use of graph mode,Runtime error,Pass the tensor to a function outside the scope of the @tf.function decorator
tensorflow/tensorflow,711115840,https://github.com/tensorflow/tensorflow/issues/43650,FALSE, , , , , 
TensorSpeech/TensorFlowTTS,776035542,https://github.com/TensorSpeech/TensorFlowTTS/issues/449,FALSE, , , , , 
microsoft/onnxruntime,817182557,https://github.com/microsoft/onnxruntime/issues/6823,FALSE, , , , , 
keras-team/keras-io,768223354,https://github.com/keras-team/keras-io/pull/334,FALSE, , , , , 
tensorflow/tensorflow,820054744,https://github.com/tensorflow/tensorflow/issues/47504,FALSE, , , , , 
YosefLab/epitome,793620441,https://github.com/YosefLab/epitome/issues/51,TRUE,Debuggability,Training,Use of graph mode,Poor debuggability,Remove tf.function decorator
tensorflow/tensorflow,643576146,https://github.com/tensorflow/tensorflow/issues/40708,TRUE,Performance,Unknown,API confusion,Poor performance,Upgrade to new version of library
tensorflow/tensorflow,497477379,https://github.com/tensorflow/tensorflow/issues/32764,TRUE,TensorFlow bug,Training,Tensor dynamic shapes,Runtime error,None
tensorflow/tfx,663856597,https://github.com/tensorflow/tfx/issues/2199,FALSE, , , , , 
tensorflow/probability,728843362,https://github.com/tensorflow/probability/issues/1138,TRUE,Performance,Prediction,Use of graph mode,Retracing warnings,Use tf.function
tensorflow/tensorflow,621422460,https://github.com/tensorflow/tensorflow/issues/39697,TRUE,TensorFlow bug,Unknown,Use of graph mode,Hang,Upgrade to new version of library
mauicv/BipedalWalker-v2-ddpg,794663597,https://github.com/mauicv/BipedalWalker-v2-ddpg/issues/1,FALSE, , , , , 
deepmind/sonnet,569299607,https://github.com/deepmind/sonnet/issues/161,FALSE, , , , , 
tensorflow/tensorflow,760316661,https://github.com/tensorflow/tensorflow/issues/45539,FALSE, , , , , 
tensorflow/tensorboard,569794847,https://github.com/tensorflow/tensorboard/issues/3288,TRUE,Performance,Training,API confusion,Poor performance,Relocate tf.function (use on a different function)
tensorflow/tensorflow,483578497,https://github.com/tensorflow/tensorflow/issues/31852,FALSE, , , , , 
tensorflow/tensorflow,526895476,https://github.com/tensorflow/tensorflow/issues/34500,FALSE, , , , , 
tensorflow/datasets,444250044,https://github.com/tensorflow/datasets/issues/561,FALSE, , , , , 
tensorflow/tensorflow,487257942,https://github.com/tensorflow/tensorflow/issues/32099,TRUE,API Misuse,Training,API confusion,Runtime error,Move or remove a function invocation inside of a tf.function outside
tf-encrypted/tf-encrypted,499048170,https://github.com/tf-encrypted/tf-encrypted/issues/679,FALSE, , , , , 
albermax/innvestigate,572849688,https://github.com/albermax/innvestigate/issues/186,FALSE, , , , , 
YosefLab/epitome,792732403,https://github.com/YosefLab/epitome/pull/48,TRUE,Performance,Prediction,Use of graph mode,Retracing warnings,Relocate tf.function (use on a different function)
ROCmSoftwarePlatform/tensorflow-upstream,807893300,https://github.com/ROCmSoftwarePlatform/tensorflow-upstream/issues/1262,FALSE, , , , , 
tensorflow/tensorflow,708037594,https://github.com/tensorflow/tensorflow/issues/43535,FALSE, , , , , 
tensorflow/tensorflow,798718830,https://github.com/tensorflow/tensorflow/issues/46840,FALSE, , , , , 
LSSTDESC/DifferentiableHOS,811879505,https://github.com/LSSTDESC/DifferentiableHOS/issues/1,FALSE, , , , , 
tensorflow/tensorflow,610460293,https://github.com/tensorflow/tensorflow/issues/39064,FALSE, , , , , 
tensorflow/tensorflow,679177807,https://github.com/tensorflow/tensorflow/issues/42370,FALSE, , , , , 
tensorflow/tensorflow,710550012,https://github.com/tensorflow/tensorflow/issues/43631,TRUE,API Misuse,Unknown,Use of graph mode,Runtime error,Use tf.function
deaspo/Unet_MedicalImagingSegmentation,550638948,https://github.com/deaspo/Unet_MedicalImagingSegmentation/issues/2,FALSE, , , , , 
GPflow/GPflow,213321341,https://github.com/GPflow/GPflow/issues/377,FALSE, , , , , 
huggingface/transformers,654854465,https://github.com/huggingface/transformers/pull/5662,TRUE,Incompatibility,Unknown,Use of graph mode,Poor performance,Use tf.function
tensorflow/tensorflow,616264381,https://github.com/tensorflow/tensorflow/issues/39434,FALSE, , , , , 
tensorflow/probability,688788369,https://github.com/tensorflow/probability/issues/1071,FALSE, , , , , 
deel-ai/deel-lip,817527150,https://github.com/deel-ai/deel-lip/pull/21,TRUE,Incompatibility,Training,Use of graph mode,Incorrect learning result,Relocate tf.function (use on a different function)
tensorflow/recommenders,819155530,https://github.com/tensorflow/recommenders/issues/243,FALSE, , , , , 
tensorflow/tensorflow,492618713,https://github.com/tensorflow/tensorflow/issues/32457,FALSE, , , , , 
tensorflow/tensorflow,577901470,https://github.com/tensorflow/tensorflow/issues/37444,TRUE,TensorFlow bug,Training,Use of graph mode,Runtime error,None
tensorflow/tensorflow,578267155,https://github.com/tensorflow/tensorflow/issues/37460,TRUE,Incompatibility,None,Use of incompatible function,Runtime error,Hardcode arguments
tensorflow/tensorflow,623710518,https://github.com/tensorflow/tensorflow/issues/39820,FALSE, , , , , 
jonathanbratt/RBERT,826676848,https://github.com/jonathanbratt/RBERT/issues/62,FALSE, , , , , 
tensorflow/docs,770501521,https://github.com/tensorflow/docs/pull/1779,FALSE, , , , , 
tensorflow/agents,803116076,https://github.com/tensorflow/agents/issues/553,TRUE,API Misuse,None,Incorrect tf.function parameter,Runtime error,Upgrade to new version of library
qubvel/segmentation_models,817015248,https://github.com/qubvel/segmentation_models/issues/442,FALSE, , , , , 
apple/tensorflow_macos,822007035,https://github.com/apple/tensorflow_macos/issues/190,FALSE, , , , , 
as-ideas/TransformerTTS,804110825,https://github.com/as-ideas/TransformerTTS/issues/80,FALSE, , , , , 
keras-team/keras-io,806579453,https://github.com/keras-team/keras-io/issues/373,FALSE, , , , , 
ray-project/tune-sklearn,789114161,https://github.com/ray-project/tune-sklearn/issues/177,FALSE, , , , , 
tensorflow/probability,787482142,https://github.com/tensorflow/probability/issues/1222,FALSE, , , , , 
ipazc/mtcnn,578071005,https://github.com/ipazc/mtcnn/issues/82,TRUE,Performance,Training,Use of graph mode,Retracing warnings,Move or remove a function invocation inside of a tf.function outside
ying-wen/malib,814151988,https://github.com/ying-wen/malib/issues/28,FALSE, , , , , 
ray-project/ray,456073141,https://github.com/ray-project/ray/issues/4981,FALSE, , , , , 
secondmind-labs/trieste,788484109,https://github.com/secondmind-labs/trieste/issues/122,FALSE, , , , , 
tensorflow/tensorflow,646010678,https://github.com/tensorflow/tensorflow/pull/40817,FALSE, , , , , 
tensorflow/tensorflow,792317375,https://github.com/tensorflow/tensorflow/issues/46615,FALSE, , , , , 
tensorflow/tensorflow,634003621,https://github.com/tensorflow/tensorflow/issues/40255,FALSE, , , , , 
leimao/Frozen-Graph-TensorFlow,801029594,https://github.com/leimao/Frozen-Graph-TensorFlow/issues/18,FALSE, , , , , 
gsethi2409/tf-pose-estimation,702378404,https://github.com/gsethi2409/tf-pose-estimation/issues/6,FALSE, , , , , 
keras-team/keras,655495220,https://github.com/keras-team/keras/issues/14157,FALSE, , , , , 
stellargraph/stellargraph,591558301,https://github.com/stellargraph/stellargraph/issues/1186,FALSE, , , , , 
leimao/Frozen-Graph-TensorFlow,812700329,https://github.com/leimao/Frozen-Graph-TensorFlow/issues/19,FALSE, , , , , 
MLTransfer/MLEncrypt-Research,624881331,https://github.com/MLTransfer/MLEncrypt-Research/issues/10,FALSE, , , , , 
Nuitka/Nuitka,714929546,https://github.com/Nuitka/Nuitka/issues/850,FALSE, , , , , 
quantylab/rltrader,783997979,https://github.com/quantylab/rltrader/issues/78,FALSE, , , , , 
tensorflow/profiler,701900741,https://github.com/tensorflow/profiler/issues/160,FALSE, , , , , 
tensorflow/tensorflow,827052848,https://github.com/tensorflow/tensorflow/issues/47687,TRUE,Performance,Data preparation,Tensor dynamic shapes,Poor performance,Add input_signature argument to tf.function
madrugado/Attention-Based-Aspect-Extraction,708368705,https://github.com/madrugado/Attention-Based-Aspect-Extraction/issues/21,FALSE, , , , , 
phylovi/libsbn,503900096,https://github.com/phylovi/libsbn/issues/111,FALSE, , , , , 
judithliatsf/fillmore,738117219,https://github.com/judithliatsf/fillmore/issues/3,FALSE, , , , , 
nju-websoft/AliNet,725337730,https://github.com/nju-websoft/AliNet/issues/4,FALSE, , , , , 
tensorflow/tensorflow,544575359,https://github.com/tensorflow/tensorflow/issues/35540,TRUE,Deadlock,None,Recursion,Hang,Add error/warnings to code
tensorflow/probability,734086126,https://github.com/tensorflow/probability/issues/1152,FALSE, , , , , 
tensorflow/tensorflow,817356730,https://github.com/tensorflow/tensorflow/issues/47436,FALSE, , , , , 
keras-team/keras,610745708,https://github.com/keras-team/keras/issues/14020,FALSE, , , , , 
tensorflow/tensorflow,493833012,https://github.com/tensorflow/tensorflow/issues/32546,TRUE,API Misuse,None,Use of graph mode,Runtime error,Use tf.map_fn for list comprehension
tensorflow/tensorflow,604325817,https://github.com/tensorflow/tensorflow/issues/38772,FALSE, , , , , 
HismaelOliveira/RBM,425418089,https://github.com/HismaelOliveira/RBM/issues/1,FALSE, , , , , 
francesco-mannella/Echo-State-Networks,662432286,https://github.com/francesco-mannella/Echo-State-Networks/issues/3,FALSE, , , , , 
vector-ai/vectorhub,821542497,https://github.com/vector-ai/vectorhub/issues/72,FALSE, , , , , 
gofynd/mildnet,701596188,https://github.com/gofynd/mildnet/issues/11,FALSE, , , , , 
ria-com/nomeroff-net,817142583,https://github.com/ria-com/nomeroff-net/issues/126,FALSE, , , , , 
teelinsan/KerasDropconnect,665829086,https://github.com/teelinsan/KerasDropconnect/issues/2,FALSE, , , , , 
openvinotoolkit/openvino,715271639,https://github.com/openvinotoolkit/openvino/issues/2549,FALSE, , , , , 
peteryuX/esrgan-tf2,733023891,https://github.com/peteryuX/esrgan-tf2/issues/5,FALSE, , , , , 
PythonOT/POT,606445980,https://github.com/PythonOT/POT/issues/161,FALSE, , , , , 
snowkylin/tensorflow-handbook,543129866,https://github.com/snowkylin/tensorflow-handbook/issues/41,FALSE, , , , , 
tensorflow/tensorflow,714617473,https://github.com/tensorflow/tensorflow/issues/43783,FALSE, , , , , 
google-research/google-research,781798213,https://github.com/google-research/google-research/issues/517,FALSE, , , , , 
tensorflow/quantum,742780637,https://github.com/tensorflow/quantum/issues/431,FALSE, , , , , 
Soonmok/mask-rcnn-tf-2.0,547058717,https://github.com/Soonmok/mask-rcnn-tf-2.0/issues/1,FALSE, , , , , 
google-research/evoflow,624530375,https://github.com/google-research/evoflow/issues/55,FALSE, , , , , 
DifferentiableUniverseInitiative/DHOD,637995045,https://github.com/DifferentiableUniverseInitiative/DHOD/pull/24,TRUE,Creating tf.Variables,None,Use of graph mode,Runtime error,"Instead of having variables, convert to tensors "
NVIDIA/TensorRT,753355608,https://github.com/NVIDIA/TensorRT/issues/935,FALSE, , , , , 
tensorflow/privacy,588293705,https://github.com/tensorflow/privacy/issues/101,FALSE, , , , , 
tensorflow/tensorflow,604058501,https://github.com/tensorflow/tensorflow/issues/38754,FALSE, , , , , 
tensorflow/tensorrt,770899371,https://github.com/tensorflow/tensorrt/issues/228,FALSE, , , , , 
google/jax,775688437,https://github.com/google/jax/issues/5273,FALSE, , , , , 
dpressel/mead-baseline,619817380,https://github.com/dpressel/mead-baseline/issues/619,TRUE,Performance,Training,Use of eager mode,Poor performance,Use tf.function
keras-team/keras,545710099,https://github.com/keras-team/keras/issues/13671,TRUE,Incompatibility,Prediction,Use of incompatible function,Runtime error,Use TF functions instead of Keras functions
titu1994/keras-attention-augmented-convs,587588971,https://github.com/titu1994/keras-attention-augmented-convs/issues/8,FALSE, , , , , 
tensorflow/tensorflow,788129215,https://github.com/tensorflow/tensorflow/issues/46511,TRUE,TensorFlow bug,Training,Tensor dynamic shapes,Hang,Upgrade to new version of library
titu1994/keras-coordconv,665037044,https://github.com/titu1994/keras-coordconv/issues/18,TRUE,Incompatibility,Training,Use of incompatible function,Runtime error,Use TF functions instead of Keras functions
horovod/horovod,784350615,https://github.com/horovod/horovod/issues/2590,TRUE,Incompatibility,Training,XLA compilation not supported,Runtime error,Change tf.function argument
google/TensorNetwork,463934588,https://github.com/google/TensorNetwork/issues/137,FALSE, , , , , 
tensorflow/tfx,801968971,https://github.com/tensorflow/tfx/issues/3206,FALSE, , , , , 
pydsgz/DeepVOG,532754714,https://github.com/pydsgz/DeepVOG/issues/8,FALSE, , , , , 
cod3licious/simec,644263895,https://github.com/cod3licious/simec/issues/4,FALSE, , , , , 
tensorflow/tensorflow,823457766,https://github.com/tensorflow/tensorflow/issues/47599,TRUE,Incompatibility,Data preparation,XLA compilation not supported,Runtime error,Upgrade to new version of library
fchollet/deep-learning-with-python-notebooks,723783621,https://github.com/fchollet/deep-learning-with-python-notebooks/issues/154,FALSE, , , , , 
tensorflow/agents,554013024,https://github.com/tensorflow/agents/issues/292,FALSE, , , , , 
tensorflow/tensorboard,616632027,https://github.com/tensorflow/tensorboard/issues/3623,FALSE, , , , , 
tensorflow/probability,801238110,https://github.com/tensorflow/probability/pull/1228,FALSE, , , , , 
keras-team/keras,631234046,https://github.com/keras-team/keras/issues/14094,FALSE, , , , , 
volotat/DiffMorph,782629544,https://github.com/volotat/DiffMorph/issues/3,FALSE, , , , , 
delira-dev/delira,472153503,https://github.com/delira-dev/delira/issues/165,FALSE, , , , , 
tensorflow/io,785345596,https://github.com/tensorflow/io/issues/1268,FALSE, , , , , 
tensorflow/tensorflow,530485695,https://github.com/tensorflow/tensorflow/issues/34715,TRUE,API Misuse,None,Incorrect tf.function parameter,Runtime error,Change tf.function argument
tensorflow/tensorflow,690722438,https://github.com/tensorflow/tensorflow/issues/42878,TRUE,Incompatibility,Unknown,XLA compilation not supported,Runtime error,Change tf.function argument
GPflow/GPflow,574919152,https://github.com/GPflow/GPflow/issues/1298,FALSE, , , , , 
tensorflow/tensorflow,821388098,https://github.com/tensorflow/tensorflow/issues/47535,FALSE, , , , , 
tensorflow/tensorflow,712337114,https://github.com/tensorflow/tensorflow/issues/43687,FALSE, , , , , 
tensorflow/tfjs,733568968,https://github.com/tensorflow/tfjs/issues/4165,FALSE, , , , , 
apple/tensorflow_macos,761823154,https://github.com/apple/tensorflow_macos/issues/64,FALSE, , , , , 
tensorflow/io,525694610,https://github.com/tensorflow/io/issues/657,FALSE, , , , , 
tensorflow/profiler,773952261,https://github.com/tensorflow/profiler/issues/255,FALSE, , , , , 
tensorflow/tensorflow,815142110,https://github.com/tensorflow/tensorflow/issues/47361,FALSE, , , , , 
tensorflow/tensorflow,566064585,https://github.com/tensorflow/tensorflow/issues/36809,FALSE, , , , , 
tensorflow/agents,420063374,https://github.com/tensorflow/agents/issues/19,FALSE, , , , , 
tensorflow/tensorflow,758019374,https://github.com/tensorflow/tensorflow/issues/45432,FALSE, , , , , 
tensorflow/tensorflow,527694395,https://github.com/tensorflow/tensorflow/issues/34556,FALSE, , , , , 
triton-inference-server/server,761589661,https://github.com/triton-inference-server/server/issues/2331,FALSE, , , , , 
tensorflow/tensorflow,468815295,https://github.com/tensorflow/tensorflow/issues/30768,FALSE, , , , , 
davidADSP/GDL_code,642645606,https://github.com/davidADSP/GDL_code/issues/61,FALSE, , , , , 
tensorflow/tensorboard,615344626,https://github.com/tensorflow/tensorboard/issues/3612,FALSE, , , , , 
tensorflow/tensorflow,787436702,https://github.com/tensorflow/tensorflow/issues/46483,TRUE,Incompatibility,Data preparation,Use of graph mode,Runtime error,Move or remove a function invocation inside of a tf.function outside
dpressel/mead-baseline,604737041,https://github.com/dpressel/mead-baseline/issues/545,FALSE, , , , , 
tensorflow/tensorflow,480069239,https://github.com/tensorflow/tensorflow/issues/31579,FALSE, , , , , 
tensorflow/java,777411160,https://github.com/tensorflow/java/issues/181,FALSE, , , , , 
tensorflow/tensorflow,623563299,https://github.com/tensorflow/tensorflow/issues/39798,FALSE, , , , , 
pytorch/pytorch,615382458,https://github.com/pytorch/pytorch/issues/38206,FALSE, , , , , 
lyhue1991/eat_tensorflow2_in_30_days,606734820,https://github.com/lyhue1991/eat_tensorflow2_in_30_days/issues/35,FALSE, , , , , 
keras-team/keras,709507649,https://github.com/keras-team/keras/issues/14226,FALSE, , , , , 
tensorflow/tensorflow,587215346,https://github.com/tensorflow/tensorflow/issues/37874,FALSE, , , , , 
tensorflow/tensorflow,802372950,https://github.com/tensorflow/tensorflow/issues/46961,FALSE, , , , , 
tensorflow/tensorflow,743015464,https://github.com/tensorflow/tensorflow/issues/44873,FALSE, , , , , 
simeon-spasov/MCI,619730361,https://github.com/simeon-spasov/MCI/issues/1,FALSE, , , , , 
tensorflow/tensorflow,599638320,https://github.com/tensorflow/tensorflow/issues/38539,TRUE,TensorFlow bug,None,Use of graph mode,Runtime error,Use function that works with Autograph
tf-encrypted/tf-encrypted,509012777,https://github.com/tf-encrypted/tf-encrypted/issues/702,FALSE, , , , , 
tensorflow/model-optimization,738359381,https://github.com/tensorflow/model-optimization/issues/590,FALSE, , , , , 
tensorflow/agents,718125271,https://github.com/tensorflow/agents/issues/489,FALSE, , , , , 
google/jax,767345205,https://github.com/google/jax/pull/5194,FALSE, , , , , 
tensorflow/addons,685342884,https://github.com/tensorflow/addons/issues/2115,TRUE,API Misuse,Training,Use of graph mode,Runtime error,Use tf.map_fn for list comprehension
brendanhasz/probflow,776318966,https://github.com/brendanhasz/probflow/pull/48,TRUE,Performance,Training,Incorrect tf.function parameter,Poor performance,Change tf.function argument
tensorflow/probability,714794086,https://github.com/tensorflow/probability/issues/1103,FALSE, , , , , 
matterport/Mask_RCNN,537041960,https://github.com/matterport/Mask_RCNN/issues/1910,FALSE, , , , , 
tensorflow/tensorflow,747107051,https://github.com/tensorflow/tensorflow/issues/45026,FALSE, , , , , 
fchollet/deep-learning-with-python-notebooks,724630250,https://github.com/fchollet/deep-learning-with-python-notebooks/issues/155,FALSE, , , , , 
tensorflow/compression,828401639,https://github.com/tensorflow/compression/issues/71,FALSE, , , , , 
tensorflow/tensorflow,809203288,https://github.com/tensorflow/tensorflow/issues/47184,FALSE, , , , , 
tensorflow/tensorflow,797742868,https://github.com/tensorflow/tensorflow/issues/46816,FALSE, , , , , 
agatan/paper-reading-notes,434092872,https://github.com/agatan/paper-reading-notes/issues/16,FALSE, , , , , 
hih0124/lecture_deep_learning,645355583,https://github.com/hih0124/lecture_deep_learning/issues/58,FALSE, , , , , 
hih0124/lecture_deep_learning,645340603,https://github.com/hih0124/lecture_deep_learning/issues/52,FALSE, , , , , 
distillpub/post--growing-ca,652288838,https://github.com/distillpub/post--growing-ca/issues/10,FALSE, , , , , 
lyhue1991/eat_tensorflow2_in_30_days,721746645,https://github.com/lyhue1991/eat_tensorflow2_in_30_days/issues/76,FALSE, , , , , 
Nagakiran1/4-simple-steps-in-Builiding-OCR,613771351,https://github.com/Nagakiran1/4-simple-steps-in-Builiding-OCR/issues/3,FALSE, , , , , 
lyhue1991/eat_tensorflow2_in_30_days,637991236,https://github.com/lyhue1991/eat_tensorflow2_in_30_days/issues/57,FALSE, , , , , 
ezavarygin/PConv2D_Keras,671258385,https://github.com/ezavarygin/PConv2D_Keras/issues/2,FALSE, , , , , 
aleju/imgaug,657473802,https://github.com/aleju/imgaug/issues/700,FALSE, , , , , 
matterport/Mask_RCNN,534938379,https://github.com/matterport/Mask_RCNN/issues/1897,FALSE, , , , , 
huggingface/node-question-answering,630166586,https://github.com/huggingface/node-question-answering/issues/15,FALSE, , , , , 
bentoml/BentoML,780493703,https://github.com/bentoml/BentoML/issues/1384,FALSE, , , , , 
tensorflow/transform,627736105,https://github.com/tensorflow/transform/issues/178,FALSE, , , , , 
tensorflow/java,799947172,https://github.com/tensorflow/java/issues/205,FALSE, , , , , 
GPflow/GPflow,727329852,https://github.com/GPflow/GPflow/issues/1599,FALSE, , , , , 
tensorflow/tensorflow,735189194,https://github.com/tensorflow/tensorflow/issues/44544,FALSE, , , , , 
GPflow/GPflow,653940059,https://github.com/GPflow/GPflow/issues/1527,FALSE, , , , , 
tensorflow/tensorflow,810213439,https://github.com/tensorflow/tensorflow/issues/47211,TRUE,Incompatibility,None,XLA compilation not supported,Unexpected behavior,Change tf.function argument
tensorflow/tensorflow,770947520,https://github.com/tensorflow/tensorflow/issues/45849,FALSE, , , , , 
tensorflow/tensorflow,743362661,https://github.com/tensorflow/tensorflow/issues/44887,FALSE, , , , , 
tensorflow/tensorflow,641131576,https://github.com/tensorflow/tensorflow/issues/40571,FALSE, , , , , 
tensorflow/tensorflow,598241718,https://github.com/tensorflow/tensorflow/issues/38453,TRUE,API Misuse,Training,Use of graph mode,Unexpected behavior,Use iter in a loop inside tf.function when iterating over Datasets
tensorflow/tensorflow,807893426,https://github.com/tensorflow/tensorflow/issues/47139,TRUE,Executing Python side-effects,None,API confusion,Runtime error,"Use Tensorflow ops, instead of NumPy and Python calls"
tensorflow/tensorflow,574319549,https://github.com/tensorflow/tensorflow/issues/37245,FALSE, , , , , 
tensorflow/addons,760737506,https://github.com/tensorflow/addons/issues/2279,TRUE,Redundant decorator,None,API confusion,Poor performance,Remove tf.function decorator
tensorflow/tensorflow,775410170,https://github.com/tensorflow/tensorflow/issues/46012,TRUE,Performance,Prediction,Use of eager mode,Retracing warnings,Relocate tf.function (use on a different function)
denise-k/tensorflow,625213934,https://github.com/dgkutnic/tensorflow/pull/2,FALSE, , , , , 
tensorflow/tensorflow,576786748,https://github.com/tensorflow/tensorflow/issues/37382,FALSE, , , , , 
tensorflow/tensorflow,693783814,https://github.com/tensorflow/tensorflow/issues/42973,FALSE, , , , , 
tensorflow/tensorflow,734297916,https://github.com/tensorflow/tensorflow/issues/44515,FALSE, , , , , 
apple/tensorflow_macos,787789573,https://github.com/apple/tensorflow_macos/issues/132,FALSE, , , , , 
tensorflow/tensorflow,796467725,https://github.com/tensorflow/tensorflow/issues/46776,FALSE, , , , , 
tensorflow/models,813613321,https://github.com/tensorflow/models/issues/9743,FALSE, , , , , 
tensorflow/tensorflow,826750427,https://github.com/tensorflow/tensorflow/issues/47683,FALSE, , , , , 
tensorflow/tensorflow,812479675,https://github.com/tensorflow/tensorflow/issues/47277,FALSE, , , , , 
tensorflow/tensorflow,709433651,https://github.com/tensorflow/tensorflow/issues/43580,FALSE, , , , , 
tensorflow/tensorflow,686877262,https://github.com/tensorflow/tensorflow/issues/42694,FALSE, , , , , 
tensorflow/tensorflow,562402101,https://github.com/tensorflow/tensorflow/issues/36615,FALSE, , , , , 
tensorflow/tensorflow,590493380,https://github.com/tensorflow/tensorflow/issues/38055,FALSE, , , , , 
tensorflow/tensorflow,774013331,https://github.com/tensorflow/tensorflow/issues/45946,FALSE, , , , , 
tensorflow/probability,802939189,https://github.com/tensorflow/probability/issues/1232,FALSE, , , , , 
tensorflow/tensorflow,614130446,https://github.com/tensorflow/tensorflow/issues/39269,FALSE, , , , , 
tensorflow/tensorflow,495297380,https://github.com/tensorflow/tensorflow/issues/32620,FALSE, , , , , 
apple/coremltools,560767500,https://github.com/apple/coremltools/issues/626,FALSE, , , , , 
tensorflow/tensorflow,610170698,https://github.com/tensorflow/tensorflow/issues/39056,TRUE,API Misuse,Training,API confusion,Runtime error,Remove tf.function decorator
tensorflow/tensorflow,664979878,https://github.com/tensorflow/tensorflow/issues/41694,FALSE, , , , , 
tensorflow/probability,745809308,https://github.com/tensorflow/probability/issues/1172,FALSE, , , , , 
tensorflow/addons,756259451,https://github.com/tensorflow/addons/issues/2263,TRUE,Performance,Data preparation,Invisible scope,Retracing warnings,Remove tf.function decorator
tensorflow/tensorflow,786977812,https://github.com/tensorflow/tensorflow/issues/46456,FALSE, , , , , 
tensorflow/tensorflow,776872758,https://github.com/tensorflow/tensorflow/issues/46089,FALSE, , , , , 
tensorflow/tensorflow,614932326,https://github.com/tensorflow/tensorflow/issues/39323,TRUE,Executing Python side-effects,Unknown,Use of graph mode,Runtime error,Use TensorArray instead of list
tensorflow/tensorflow,627516579,https://github.com/tensorflow/tensorflow/issues/40006,FALSE, , , , , 
tensorflow/tensorflow,639512092,https://github.com/tensorflow/tensorflow/issues/40501,FALSE, , , , , 
serizba/cppflow,705203268,https://github.com/serizba/cppflow/issues/50,FALSE, , , , , 
ecaradec/humble-yolo,779779900,https://github.com/ecaradec/humble-yolo/issues/20,TRUE,Creating tf.Variables,Prediction,Use of graph mode,Runtime error,Use TF functions instead of Keras functions
saiwaiyanyu/bi-lstm-crf-ner-tf2.0,661585331,https://github.com/saiwaiyanyu/bi-lstm-crf-ner-tf2.0/issues/10,FALSE, , , , , 
GPflow/GPflow,534893703,https://github.com/GPflow/GPflow/issues/1185,FALSE, , , , , 
dpressel/mead-baseline,601167071,https://github.com/dpressel/mead-baseline/issues/530,TRUE,Performance,None,Use of eager mode,Poor performance,Use tf.function
analysiscenter/pydens,729550189,https://github.com/analysiscenter/pydens/issues/29,FALSE, , , , , 
deeplearningturkiye/pratik-derin-ogrenme-uygulamalari,728910428,https://github.com/deeplearningturkiye/pratik-derin-ogrenme-uygulamalari/pull/16,FALSE, , , , , 
LeelaChessZero/lczero-training,537442179,https://github.com/LeelaChessZero/lczero-training/pull/94,TRUE,Performance,Training,Use of eager mode,Poor performance,Use tf.function
LeelaChessZero/lczero-training,537442179,https://github.com/LeelaChessZero/lczero-training/pull/94,TRUE,Using Python iterators and generators,Training,API confusion,None,Move or remove a function invocation inside of a tf.function outside
Lsdefine/attention-is-all-you-need-keras,579220163,https://github.com/Lsdefine/attention-is-all-you-need-keras/issues/35,FALSE, , , , , 
PeterL1n/BackgroundMattingV2-TensorFlow,767457163,https://github.com/PeterL1n/BackgroundMattingV2-TensorFlow/pull/1,TRUE,Performance,Prediction,Use of eager mode,Poor performance,Use tf.function
janzd/EAST,679507667,https://github.com/kurapan/EAST/issues/67,FALSE, , , , , 
ray-project/ray,535677913,https://github.com/ray-project/ray/issues/6418,FALSE, , , , , 
sanadv/sanad,563133626,https://github.com/sanadv/sanad/issues/1,FALSE, , , , , 
tensorflow/tensorflow,782049340,https://github.com/tensorflow/tensorflow/issues/46286,TRUE,API Misuse,None,Tensor dynamic shapes,Runtime error,Replace tf.constant with tf.convert_to_tensor
tensorflow/tensorflow,824674702,https://github.com/tensorflow/tensorflow/issues/47647,FALSE, , , , , 
tensorflow/tensorflow,795488085,https://github.com/tensorflow/tensorflow/issues/46744,FALSE, , , , , 
tensorflow/tensorflow,636655195,https://github.com/tensorflow/tensorflow/issues/40372,FALSE, , , , , 
GPflow/GPflow,715998410,https://github.com/GPflow/GPflow/issues/1591,FALSE, , , , , 
TensorSpeech/TensorFlowTTS,796563164,https://github.com/TensorSpeech/TensorFlowTTS/issues/483,FALSE, , , , , 
tensorflow/probability,605084011,https://github.com/tensorflow/probability/issues/893,FALSE, , , , , 
matterport/Mask_RCNN,628476496,https://github.com/matterport/Mask_RCNN/issues/2219,FALSE, , , , , 
keras-team/keras,534204935,https://github.com/keras-team/keras/issues/13611,FALSE, , , , , 
tensorflow/tensorflow,634415777,https://github.com/tensorflow/tensorflow/issues/40268,FALSE, , , , , 
ex-hasuolab/deeplearning-set,683917254,https://github.com/ex-hasuolab/deeplearning-set/issues/22,FALSE, , , , , 
rogerhcheng/LiteFlowNet2-TF2,677675881,https://github.com/rogerhcheng/LiteFlowNet2-TF2/issues/2,FALSE, , , , , 
tensorflow/tensorflow,726877660,https://github.com/tensorflow/tensorflow/issues/44214,FALSE, , , , , 
wangcongcong123/ttt,728487478,https://github.com/wangcongcong123/ttt/issues/2,FALSE, , , , , 
tensorflow/tensorflow,630598415,https://github.com/tensorflow/tensorflow/issues/40143,FALSE, , , , , 
tensorflow/tensorflow,600032949,https://github.com/tensorflow/tensorflow/issues/38561,TRUE,Performance,Prediction,API confusion,Retracing warnings,Upgrade to new version of library
tensorflow/tensorflow,506271577,https://github.com/tensorflow/tensorflow/issues/33297,TRUE,Random number generation,None,API confusion,Unexpected behavior,Use tf.random.experimental.Generator/tf.random.Generator 
qiboteam/qibo,619688248,https://github.com/Quantum-TII/qibo/pull/76,FALSE, , , , , 
tensorflow/probability,542713574,https://github.com/tensorflow/probability/issues/700,FALSE, , , , , 
tensorflow/docs,734079542,https://github.com/tensorflow/docs/pull/1736,FALSE, , , , , 
tensorflow/io,519696421,https://github.com/tensorflow/io/issues/616,TRUE,Incompatibility,Data preparation,Use of graph mode,Runtime error,Use tf.data.Dataset.from_tensor_slices to use another type of dataset
tensorflow/tensorflow,505626347,https://github.com/tensorflow/tensorflow/pull/33229,FALSE, , , , , 
tensorflow/probability,451647647,https://github.com/tensorflow/probability/issues/448,TRUE,Performance,Training,Use of eager mode,Poor performance,Use tf.function
tensorflow/tensorflow,453403902,https://github.com/tensorflow/tensorflow/issues/29525,TRUE,Incompatibility,Training,Many iterations,Runtime error,Remove loop from tf.function
tensorflow/tfx,757009386,https://github.com/tensorflow/tfx/issues/2920,FALSE, , , , , 
tensorflow/addons,606072591,https://github.com/tensorflow/addons/issues/1722,TRUE,Performance,Training,Use of graph mode,Poor performance,None
tensorflow/tensorflow,469924667,https://github.com/tensorflow/tensorflow/issues/30855,TRUE,Incompatibility,Training,Use of graph mode,Runtime error,Use tf.shape()
tensorflow/tensorflow,469924667,https://github.com/tensorflow/tensorflow/issues/30855,TRUE,Performance,Training,Use of graph mode,Hang,Relocate tf.function (use on a different function)
tensorflow/tensorflow,436453389,https://github.com/tensorflow/tensorflow/pull/28099,FALSE, , , , , 
tensorflow/addons,444247549,https://github.com/tensorflow/addons/pull/245,FALSE, , , , , 
tensorflow/tensorflow,712733329,https://github.com/tensorflow/tensorflow/issues/43702,FALSE, , , , , 
tensorflow/tensorflow,483445272,https://github.com/tensorflow/tensorflow/issues/31842,TRUE,Performance,Training,Incorrect tf.function parameter,Retracing warnings,Add input_signature argument to tf.function
awslabs/sagemaker-debugger,580683174,https://github.com/awslabs/sagemaker-debugger/pull/178,TRUE,Incompatibility,None,Use of graph mode,Unknown,Avoid incompatible code in graph mode
tensorflow/tensorflow,539695001,https://github.com/tensorflow/tensorflow/issues/35226,FALSE, , , , , 
tensorflow/addons,756265338,https://github.com/tensorflow/addons/pull/2264,TRUE,Performance,Data preparation,Use of graph mode,Retracing warnings,Remove tf.function decorator
google/jax,801075170,https://github.com/google/jax/pull/5627,FALSE, , , , , 
GPflow/GPflow,761341775,https://github.com/GPflow/GPflow/pull/1615,FALSE, , , , , 
tensorflow/tensorflow,669992274,https://github.com/tensorflow/tensorflow/issues/41938,FALSE, , , , , 
tensorflow/tensorflow,569552581,https://github.com/tensorflow/tensorflow/issues/36998,TRUE,API Misuse,Training,API confusion,Unexpected behavior,Use Custom Keras Model Subclass
tensorflow/tensorflow,569552581,https://github.com/tensorflow/tensorflow/issues/36998,TRUE,TensorFlow bug,Training,Use of graph mode,Unexpected behavior,None
v-sivak/quantum-control-rl,642308830,https://github.com/v-sivak/gkp-rl/pull/1,TRUE,Performance,None,Use of graph mode,Poor performance,Remove tf.function decorator
tensorflow/community,476242089,https://github.com/tensorflow/community/pull/127,FALSE, , , , , 
GPflow/GPflow,567024689,https://github.com/GPflow/GPflow/pull/1264,TRUE,API Misuse,Training,Incorrect tf.function parameter,Unknown,Change tf.function argument
PennyLaneAI/pennylane,500977078,https://github.com/PennyLaneAI/pennylane/pull/337,TRUE,Incompatibility,None,Use of graph mode,Runtime error,Remove tf.function decorator
onnx/onnx-tensorflow,602066831,https://github.com/onnx/onnx-tensorflow/pull/603,TRUE,Exposed variable state ,Unknown,Function conversion,Missing variable value,Add state as function parameter
tensorflow/tensorflow,647019898,https://github.com/tensorflow/tensorflow/pull/40901,TRUE,Performance,None,Incorrect tf.function parameter,Poor performance,Change tf.function argument
tensorflow/addons,414027467,https://github.com/tensorflow/addons/pull/53,TRUE,Incompatibility,Data preparation,Use of graph mode,Runtime error,Add error/warnings to code
deel-ai/deel-lip,816609123,https://github.com/deel-ai/deel-lip/pull/19,TRUE,Other,Training, , , 
tensorflow/tensorflow,690718726,https://github.com/tensorflow/tensorflow/issues/42876,FALSE, , , , , 
tensorflow/tfx,800221020,https://github.com/tensorflow/tfx/issues/3188,FALSE, , , , , 
deeplearningturkiye/pratik-derin-ogrenme-uygulamalari,728909498,https://github.com/deeplearningturkiye/pratik-derin-ogrenme-uygulamalari/pull/15,FALSE, , , , , 
tensorflow/probability,786051703,https://github.com/tensorflow/probability/issues/1219,TRUE,Incompatibility,None,XLA compilation not supported,Runtime error,Add conditions for supported and unsupported XLA
czy36mengfei/tensorflow2_tutorials_chinese,440785424,https://github.com/czy36mengfei/tensorflow2_tutorials_chinese/issues/3,FALSE, , , , , 
tensorflow/tensorflow,575902512,https://github.com/tensorflow/tensorflow/issues/37323,FALSE, , , , , 
tensorflow/tensorflow,576991498,https://github.com/tensorflow/tensorflow/issues/37393,FALSE, , , , , 
tensorflow/tensorflow,656227332,https://github.com/tensorflow/tensorflow/pull/41358,FALSE, , , , , 
hill-a/stable-baselines,527550722,https://github.com/hill-a/stable-baselines/issues/576,TRUE,Performance,Unknown,Use of eager mode,Poor performance,Use tf.function
neuronets/nobrainer,718506149,https://github.com/neuronets/nobrainer/issues/115,FALSE, , , , , 
tensorflow/tensorboard,791074008,https://github.com/tensorflow/tensorboard/issues/4591,FALSE, , , , , 
tensorflow/tensorflow,468213655,https://github.com/tensorflow/tensorflow/issues/30715,FALSE, , , , , 
tensorflow/tensorflow,604098722,https://github.com/tensorflow/tensorflow/issues/38756,FALSE, , , , , 
tensorflow/tensorflow,562007042,https://github.com/tensorflow/tensorflow/issues/36574,TRUE,Creating tf.Variables,Training,API confusion,Runtime error,Create a new tf.function for each optimizer
tensorflow/tensorflow,777579843,https://github.com/tensorflow/tensorflow/issues/46116,TRUE,Incompatibility,None,Use of graph mode,Unexpected behavior,Use tf.gather_nd
tensorflow/io,511344143,https://github.com/tensorflow/io/issues/581,TRUE,Incompatibility,Data preparation,Use of graph mode,Runtime error,Provide datatype specification
tensorflow/tensorflow,721427723,https://github.com/tensorflow/tensorflow/issues/44011,TRUE,Other,Unknown, , , 
tensorforce/tensorforce,639805905,https://github.com/tensorforce/tensorforce/issues/704,TRUE,API Misuse,Unknown,Incorrect tf.function parameter,Runtime error,Add input_signature argument to tf.function
koshian2/OctConv-TFKeras,738428635,https://github.com/koshian2/OctConv-TFKeras/issues/16,TRUE,Creating tf.Variables,Training,API confusion,Runtime error,Add conditions for each execution mode
apple/tensorflow_macos,821467783,https://github.com/apple/tensorflow_macos/issues/186,FALSE, , , , , 
tensorflow/tensorflow,777731706,https://github.com/tensorflow/tensorflow/issues/46126,TRUE,Performance,Training,Use of eager mode,Poor performance,Use tf.function
tensorflow/tensorflow,607593726,https://github.com/tensorflow/tensorflow/issues/38943,FALSE, , , , , 
tensorflow/tensorflow,496048761,https://github.com/tensorflow/tensorflow/issues/32674,FALSE, , , , , 
tensorflow/probability,823080019,https://github.com/tensorflow/probability/issues/1262,FALSE, , , , , 
tensorflow/tensorflow,470646981,https://github.com/tensorflow/tensorflow/issues/30895,TRUE,API Misuse,None,Function conversion,Runtime error,Add error/warnings to code
tensorflow/tensorflow,702325867,https://github.com/tensorflow/tensorflow/issues/43252,TRUE,Incompatibility,Unknown,Use of graph mode,Runtime error,Remove tf.function decorator
tensorflow/tensorflow,702325867,https://github.com/tensorflow/tensorflow/issues/43252,TRUE,Performance,Unknown,Use of eager mode,Poor performance,Use tf.function
rstudio/tensorflow,420504827,https://github.com/rstudio/tensorflow/issues/308,FALSE, , , , , 
tensorflow/tensorflow,434685230,https://github.com/tensorflow/tensorflow/issues/27949,TRUE,TensorFlow bug,Training,Use of graph mode,Runtime error,Upgrade to new version of library
galeone/tfgo,420139159,https://github.com/galeone/tfgo/issues/17,FALSE, , , , , 
tensorflow/tensorflow,435444841,https://github.com/tensorflow/tensorflow/issues/28007,TRUE,Incompatibility,Training,Use of graph mode,Runtime error,Move or remove a function invocation inside of a tf.function outside
tensorflow/tensorflow,435444841,https://github.com/tensorflow/tensorflow/issues/28007,TRUE,Incompatibility,Training,Use of graph mode,Runtime error,Upgrade to new version of library
CorentinJ/Real-Time-Voice-Cloning,684593516,https://github.com/CorentinJ/Real-Time-Voice-Cloning/issues/507,TRUE,Performance,Training,Use of eager mode,Poor performance,Use tf.function
tensorflow/tensorflow,553894482,https://github.com/tensorflow/tensorflow/issues/36146,TRUE,Incompatibility,None,Use of graph mode,Runtime error,Add error/warnings to code
tensorflow/tensorflow,603007974,https://github.com/tensorflow/tensorflow/issues/38701,FALSE, , , , , 
tensorflow/tensorflow,603007974,https://github.com/tensorflow/tensorflow/issues/38701,TRUE,Incompatibility,Training,Use of incompatible function,Runtime error,Remove tf.function decorator
GPflow/GPflow,583935428,https://github.com/GPflow/GPflow/pull/1344,TRUE,Performance,Training,Use of eager mode,Poor performance,Use tf.function
tensorflow/tensorflow,518163928,https://github.com/tensorflow/tensorflow/issues/34025,TRUE,Performance,Prediction,Tensor dynamic shapes,Retracing warnings,Upgrade to new version of library
tensorflow/tensorflow,527136133,https://github.com/tensorflow/tensorflow/issues/34519,FALSE, , , , , 
ray-project/ray,413543716,https://github.com/ray-project/ray/issues/4134,FALSE, , , , , 
huggingface/transformers,696585735,https://github.com/huggingface/transformers/pull/7022,TRUE,Incompatibility,Unknown,Use of graph mode,Unexpected behavior,Add error/warnings to code
huggingface/transformers,696585735,https://github.com/huggingface/transformers/pull/7022,TRUE,Debuggability,Unknown,API confusion,Poor debuggability,Use tf.print()
tensorflow/tensorflow,639525969,https://github.com/tensorflow/tensorflow/issues/40504,FALSE, , , , , 
huggingface/transformers,787596565,https://github.com/huggingface/transformers/issues/9641,FALSE, , , , , 
awslabs/sagemaker-debugger,551690164,https://github.com/awslabs/sagemaker-debugger/pull/150,FALSE, , , , , 
PennyLaneAI/pennylane,628416042,https://github.com/PennyLaneAI/pennylane/pull/662,FALSE, , , , , 
huggingface/transformers,779221520,https://github.com/huggingface/transformers/pull/9419,FALSE, , , , ,