Pulse · tensorflow/tensorflow · GitHub

February 26, 2020 – March 4, 2020

Overview

82 Active Pull Requests

260 Active Issues

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46 Pull requests merged by 32 people

Merged #36699 Fix typos in the base_layer input casting warning Mar 4, 2020
Merged #37244 Added reference papers in docstring Mar 3, 2020
Merged #36834 Remove ppc64le manyinux2014 docker files. Mar 3, 2020
Merged #34492 TFLite TOCO: Verify trivial operator has no activation function Mar 3, 2020
Merged #27422 TfLite one_hot int8 and unit8 feature support Mar 3, 2020
Merged #36941 [XLA] Fix mode for some files Mar 3, 2020
Merged #36795 docfix: fix docstring error in KerasHistory Mar 2, 2020
Merged #36930 TFLu: Update filtered tests for stm32f4 Mar 2, 2020
Merged #37171 Update tf.image documentation Mar 2, 2020
Merged #36977 improve API doc page: tf.data.Dataset Mar 2, 2020
Merged #37163 Fix test that should only be running in v1 Mar 2, 2020
Merged #37018 Bugfix: keras custom train config serialize Mar 2, 2020
Merged #36995 Added doc for all application models for decode_prediction() and preprocess_input() Mar 2, 2020
Merged #37176 [Intel MKL] Supporting exponential_avg_factor attr for _MklFusedBatch… Mar 2, 2020
Merged #37150 Change quotes in TFLite tablegen to fix syntax highlighting Mar 2, 2020
Merged #37136 [ROCm][XLA:GPU] Fixing xla executable buffer creation Mar 2, 2020
Merged #37175 [Intel MKL] Making BFloat16 MatMul & BatchMatMul in DNNL 1.2 conditio… Mar 2, 2020
Merged #37155 TFLu: Update CMSIS URL and remove ARM_MATH_LOOPUNROLL Mar 2, 2020
Merged #37040 Typofix: in docstring of Keras Model:fit Mar 1, 2020
Merged #37101 [Grappler] Rewrite handling of list ops in auto_mixed_precision Feb 29, 2020
Merged #36450 git is required by several tutorial examples Feb 29, 2020
Merged #36753 [XLA] Fix a latent bug. Feb 28, 2020
Merged #37106 Make DNNL1.2 default lib for MKL backend Feb 28, 2020
Merged #35285 NFC - minor spelling tweaks under core directory Feb 28, 2020
Merged #37090 Update docstring for consine_similarity Feb 28, 2020
Merged #36729 TensorRT profile generation mode Feb 28, 2020
Merged #37107 updating dead web link Feb 28, 2020
Merged #36218 [core] Added null check for output buffer Feb 28, 2020
Merged #36354 [S3] Allow configuring AWS SDK's logging level Feb 28, 2020
Merged #36812 Add sorted builtin support for autograph Feb 28, 2020
Merged #36993 Added doc in DenseNet for decode_prediction() and preprocess_input() Feb 28, 2020
Merged #37121 Added see also in array_ops Feb 28, 2020
Merged #37073 Update README to add new resources and fix grammar Feb 28, 2020
Merged #36989 Added example of from_tensors and from_tensor_slices Feb 28, 2020
Merged #37071 [Intel MKL] Adding support for DNNL1 builds to public CI. Feb 28, 2020
Merged #37081 [Intel MKL] Compilation fixes for DNNL 1.0 Feb 28, 2020
Merged #37031 [Intel MKL] support MKL Quantized Matmul With Bias and Dequantize Op and DNNL 1.0 Feb 28, 2020
Merged #35581 Make debug of if else statement in class Interpreter Feb 27, 2020
Merged #34751 Added Support for Person Detection for ESP32 Feb 27, 2020
Merged #36526 Removed NDIMS template arg from BinaryElementWiseOp::Operate Feb 27, 2020
Merged #35544 check if boxes have logical coordinates (different than a line or a p… Feb 26, 2020
Merged #37070 [Intel Mkl] minor fix to MKL test script Feb 26, 2020
Merged #36767 Changes for DNNL1.x fused_batch_norm and Pooling Ops(Max and Avg). Feb 26, 2020
Merged #36405 [core] check index channel before accessing center_frequencies_ Feb 26, 2020
Merged #36994 Added doc in inception_resnet_v2 for decode_prediction() and preprocess_input() Feb 26, 2020
Merged #36752 [XLA] Speed up row reduction on P100/V100 for float16 and [u]int8 Feb 26, 2020

36 Pull requests proposed by 27 people

Proposed #37095 Upgrade nanopb to latest release. Feb 26, 2020
Proposed #37096 Upgrade nanopb to latest release. Feb 26, 2020
Proposed #37097 Upgrade nanopb to latest release. Feb 26, 2020
Proposed #37115 fix resize image bug Feb 27, 2020
Proposed #37120 Edited docstring, y_pred for SparseCategoricalAcc Feb 27, 2020
Proposed #37124 Optimized fashion-mnist dataset download sourses for developers in China Feb 27, 2020
Proposed #37146 Added ResNext models Feb 27, 2020
Proposed #37148 Simplify keras conv compute_output_shape Feb 28, 2020
Proposed #37166 TFLM: implement new memory planning API. Feb 28, 2020
Proposed #37174 Export encode_png to tf.io Feb 28, 2020
Proposed #37188 Corrected the default value for name param in Nadam Feb 29, 2020
Proposed #37190 Re-instate PR #36578: Go: NewTensor & Value performance improvement Feb 29, 2020
Proposed #37192 Specifying about representative_datasets in TfLiteConverter Feb 29, 2020
Proposed #37197 Correct phrasing on CuDNN conditions Feb 29, 2020
Proposed #37201 Restructure Keras Scikit-Learn wrappers to better implement Scikit-Learn API Mar 1, 2020
Proposed #37208 Adding generic Cortex m4f target to TFL micro Mar 1, 2020
Proposed #37212 [MLIR][XLA] Buffer Assignment Mar 1, 2020
Proposed #37213 Fix plot_model for .pdf files Mar 1, 2020
Proposed #37214 Fix np.squeeze call with dimensionality check Mar 1, 2020
Proposed #37218 Fix flaky host_tracer_test with data race Mar 2, 2020
Proposed #37223 Use `tf.compat.v1.summary.FileWriter` under TF v1 Mar 2, 2020
Proposed #37224 Add comment to unused argument: sample_weight_mode Mar 2, 2020
Proposed #37225 Update XNNPACK for support Windows Mar 2, 2020
Proposed #37248 Fixed remote handles to be ready when they are poisoned Mar 3, 2020
Proposed #37249 Fix typo: delete redundant quote in tf_executor dialect Mar 3, 2020
Proposed #37255 Fixed inline code markdown for in docstring Mar 3, 2020
Proposed #37259 Implementation of 8-bit quantized mean in TFLu Mar 3, 2020
Proposed #37260 [XLA] vectorize row reduction for even row size Mar 3, 2020
Proposed #37267 [r2.2:Cherrypick] Add experimental_make_distributed_values_from_function method to distribution strategy. Mar 3, 2020
Proposed #37270 [r2.2:Cherrypick] Change Keras batch normalization layer to use the running mean and average computation in fused_batch_norm. Mar 3, 2020
Proposed #37271 [r2.2:Cherrypick] Reject code containing the for/else pattern, which is not being faithfully converted at the moment. This replaces silently incorrect behavior with a warning. Also whitelist known urllib module. Mar 3, 2020
Proposed #37275 Undo changes to the input spec when RNN.unroll is True. Mar 3, 2020
Proposed #37276 Allow missing labels when there is no loss / metric associated with t… Mar 4, 2020
Proposed #37277 [BugFix] - Prefetching on GPU is actually executed on CPU Mar 4, 2020
Proposed #37279 [bugfix] Fix Quantized Leaky ReLU TFLite inference Ops. Mar 4, 2020
Proposed #37281 docs: add examples for random_uniform, random_normal and random_binomial in tf.keras.backend Mar 4, 2020

144 Issues closed by 66 people

Closed #34312 Error when loading SavedModel with models.load_model() and compile=false Mar 4, 2020
Closed #36340 100-line Tensorflow code and Keras equivalent do not produce the same result, Tensorflow result does not converge, why? Mar 4, 2020
Closed #36272 Able to Custom Layer's unit test Mar 4, 2020
Closed #35899 keras and tf.keras has different output Mar 4, 2020
Closed #37286 ModuleNotFoundError: No module named 'tensorflow_datasets' Mar 4, 2020
Closed #37233 Blas GEMM launch failed Mar 4, 2020
Closed #35719 parallel_for: No converter defined for MatrixSolve Mar 4, 2020
Closed #37156 Tensorflow 2 installation problem in windows 10 Mar 4, 2020
Closed #37232 What does BuiltinOperator Resolver does ? what is custom ops in resolver. Mar 4, 2020
Closed #36750 Loading the in-memory loaded saved model Mar 4, 2020
Closed #36801 TypeError: Object of type float32 is not JSON serializable Mar 4, 2020
Closed #36890 How does the frozen model for speech recognition has been created? Mar 4, 2020
Closed #31318 InvalidArgumentError: Cannot assign a device for operation embedding_1 Mar 4, 2020
Closed #37092 Entity could not be transformed error Mar 4, 2020
Closed #35203 Overriding gradients in eager mode with TF 2 after the model is defined Mar 3, 2020
Closed #33646 ValueError: Unknown metric function: CustomMetric using custom metrics when loading tf saved model type with tf.keras.models.load_model Mar 3, 2020
Closed #34644 Can't save stateful LSTM as savedmodel (TF 2.0) Mar 3, 2020
Closed #37250 Saving model with tf.keras.layers.RNN and stateful=True with save_format='tf' fails Mar 3, 2020
Closed #37235 Impossible to install tensorflow on linux from PyPI with pip versions prior to 19 Mar 3, 2020
Closed #37238 Docs say that sigmoid is mapped to TfLite but the TfLite schema doesn't mention sigmoid Mar 3, 2020
Closed #35107 tf.keras.layers.BatchNormalization() may not work in tf=2.0 and eager model is disable Mar 3, 2020
Closed #37183 Remote monitoring of DL models Mar 3, 2020
Closed #36831 "ValueError: No gradients provided for any variable" in TF2.1 custom models Mar 3, 2020
Closed #36950 How to use tensorflow2 keras model on java? Mar 3, 2020
Closed #37098 model.fit fails when using generator of keras sequence Mar 3, 2020
Closed #36923 how to install tensorflow in python 3.7.2 in 32 bit system Mar 3, 2020
Closed #36791 tflite save issue Mar 3, 2020
Closed #36858 Securing models before sending it to client for inference Mar 3, 2020
Closed #36768 Pix2Pix tutorial error: "Cannot convert a symbolic Tensor (truediv:0) to a numpy array." Mar 3, 2020
Closed #36736 Sudden OOM error with Tensorflow after several successfully trained batches Mar 3, 2020
Closed #36728 Iterator Resource Error Mar 3, 2020
Closed #36613 cannot resolve external symbol __imp_TF_Version Mar 3, 2020
Closed #36538 Could not download data for "data = tensorflow_datasets.load('glue/mrpc')" Mar 3, 2020
Closed #36725 Can't open the camera/webcam due to a tensorflow installation problem. Mar 3, 2020
Closed #36491 tf lite model error Mar 3, 2020
Closed #37085 Everything's OK... but still can't import Mar 3, 2020
Closed #33942 Stacking CNN wrecks reproducibility (even with seed & CPU) Mar 3, 2020
Closed #37038 UnsatisfiedLinkError on nightly build of tensorflow-lite Mar 3, 2020
Closed #37222 ModuleNotFoundError: No module named 'utility' Mar 3, 2020
Closed #37032 Do you have a plug-in for model encryption?Before generation？ Mar 2, 2020
Closed #31458 tf.metrics reset_state() not called when executing in graph mode Mar 2, 2020
Closed #33035 tf.saved_model.save() unable to save model with sparse input. Mar 2, 2020
Closed #37241 Using different version of tensorRT? Mar 2, 2020
Closed #34015 Identity initializer not working as expected in Layer class add_weight method Mar 2, 2020
Closed #37089 Tensorflow Lite Hexagon delegate support for QCOM SDM765G Mar 2, 2020
Closed #36912 lower accuracy when model.compile() inside strategy.scope() (TPU) Mar 2, 2020
Closed #35927 error when set converter.experimental_new_converter = True Mar 2, 2020
Closed #36398 Support a generic API for modifying loss / gradients in Keras Mar 2, 2020
Closed #28169 Link to Images guide broken Mar 2, 2020
Closed #36259 Error registering Keras serializable loss Mar 2, 2020
Closed #36720 Getting SavedModel format from Checkpoint automatically Mar 2, 2020
Closed #37159 Plotting Data Using model.predict Mar 2, 2020
Closed #36931 Bazel build cannot access private member.. windows Mar 2, 2020
Closed #37161 Latest GPUDelegate from 'org.tensorflow:tensorflow-lite-gpu:0.0.0-nightly' crashes Mar 2, 2020
Closed #37216 Tf 2.1, cause system crash and reboot Mar 2, 2020
Closed #36789 image-utils Mar 2, 2020
Closed #35835 model.predict leaks memory Mar 2, 2020
Closed #37186 tensorflow/stream_executor/lib/statusor.cc:34] Attempting to fetch value instead of handling error Internal: failed to get device attribute 13 for device 0: CUDA_ERROR_UNKNOWN: unknown error Mar 2, 2020
Closed #36780 GPU ran out of memory when run training Mar 2, 2020
Closed #37138 Analysis of target '//tensorflow/tools/pip_package:build_pip_package' failed; build aborted: no such package '@png_archive//': Traceback (most recent call last): Mar 2, 2020
Closed #36492 saving_utils.compile_args_from_training_config does not work with multiple loss fuctions Mar 1, 2020
Closed #36609 ImportError:_pywrap_checkpoint_reader Mar 1, 2020
Closed #33735 Large bias values for Inception V4 TFLite model Mar 1, 2020
Closed #34011 crop_and_resize_v2() got an unexpected keyword argument 'box_ind'，how to understand the 'box_ind' when the num_boxes equal to 1, batch_size equal to 32? Mar 1, 2020
Closed #14013 #tensorflow##PYNQ# Could I install tensorflow in my PYNQ-Z1 ? Mar 1, 2020
Closed #37143 Can I use asymmetrical images as input? Feb 29, 2020
Closed #36999 recompute_grad computes gradient incorrectly when the same tensor is passed in multiple argument positions Feb 29, 2020
Closed #36656 Profiler doesn't work correctly in tensorflow 2.1 Feb 29, 2020
Closed #36566 Issue Feb 29, 2020
Closed #36438 Build tensorflow error with keras api Feb 29, 2020
Closed #36237 Layer Names tf.keras.applications vs keras.applications not matching Feb 28, 2020
Closed #33459 resnet50 imagenet weights are differents in tf.keras vs keras Feb 28, 2020
Closed #37141 ValueError: No gradients provided for any variable in Tensorflow 2.0, WAE Feb 28, 2020
Closed #37078 Documentation issue about tf.math.xlog1py (nightly-only APIs) Feb 28, 2020
Closed #34722 ModuleNotFoundError tensorflow.python' is not a package Feb 28, 2020
Closed #37126 Can i use embedding projector as a stand alone application in my personal/commercial applications ? Feb 28, 2020
Closed #37027 tf-nightly not updated? Feb 28, 2020
Closed #36126 Tensorflow: Model.Fit Error - [[{{node IteratorGetNext}}]] Feb 28, 2020
Closed #36668 TF 1.15.2: Metrics created in custom layer (self.add_metric) producing wrong output Feb 28, 2020
Closed #33913 Setting inputs tf.keras.Model Feb 28, 2020
Closed #34521 keras.Model does not work with keras.Input that was created with `tensor=` kwarg. Feb 28, 2020
Closed #34619 Wrong output printing when using fit_generator Feb 28, 2020
Closed #34199 Named dictionary outputs in tf.keras.Model do not work Feb 28, 2020
Closed #35190 Conv2D accepts strings as 'filters' parameter, but fails to handle them correctly Feb 28, 2020
Closed #33245 Cannot use dict base datasets with keras.Model.fit. Feb 28, 2020
Closed #33143 Tensorflow Keras not allowing different size X and y for fit_generator Feb 28, 2020
Closed #33770 Is it possible to support gif images in ImageDataGenerator? Feb 28, 2020
Closed #33095 Tensorflow 2.0 stop_gradient cause ValueError has 'None' for gradient for tf.Optimizers.Adam Feb 28, 2020
Closed #30951 Missing input after saving/loading Keras Model Feb 28, 2020
Closed #34071 [Bug] Wrong device placement for tf.constant with int32 Feb 28, 2020
Closed #32772 Training parameter to model passed as None in 1.14.0 Feb 28, 2020
Closed #33550 tf.keras.Model.fit ignores class_weight when passed tf.data.Dataset Feb 28, 2020
Closed #33503 Model.fit displays wrong information on progress bars for attrs classes Feb 28, 2020
Closed #32328 Use keras .fit() method to train adversarial models Feb 28, 2020
Closed #32058 user can't add_loss w/ input dependence in custom layers in eager mode? (or docs unclear) Feb 28, 2020
Closed #29161 tf.keras predict stuck with Sequence when using multi-processing Feb 28, 2020
Closed #37047 Request for documents of tf.compat.v1.profiler.Profiler Feb 28, 2020
Closed #35823 keras.models.Model.fit_generator returns "RuntimeError: You must compile your model before using it." even specifying all the input shapes Feb 28, 2020
Closed #36829 [Keras] Fatal exception training a model with more outputs than targets from the generator Feb 28, 2020
Closed #34732 Bug with embedding layer for position of sequence using tf.cumsum Feb 28, 2020
Closed #36819 Keras fit generator - ValueError: Failed to find data adapter that can handle input Feb 28, 2020
Closed #36787 AttributeError: 'module' object has no attribute 'random_normal' Feb 28, 2020
Closed #36346 FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'. np_resource = np.dtype([("resource", np.ubyte, 1)]) Feb 28, 2020
Closed #35933 'tensorflow.python.framework.ops.EagerTensor' object has no attribute 'ravel' Feb 28, 2020
Closed #37149 Structure type Errors in TensorFlow Feb 28, 2020
Closed #36851 TypeError: Tensor is unhashable if Tensor equality is enabled. Instead, use tensor.experimental_ref() as the key. in colab Feb 28, 2020
Closed #37137 NameError: name 'LSTM' is not defined Feb 28, 2020
Closed #33168 [2.0] Disable usage of GPU using the new config APIs Feb 28, 2020
Closed #36370 error converting to tflite Feb 28, 2020
Closed #36462 Autograph is incompatible with typeguard Feb 28, 2020
Closed #36940 typo or bug in documentation Feb 28, 2020
Closed #37118 How to save model by training steps using tf.keras.callbacks.ModelCheckpoint Feb 28, 2020
Closed #37049 Can't use RaggedTensor in @tf.function input_signature. Feb 28, 2020
Closed #36735 Re-compiling keras model causes save / load_model to fail Feb 28, 2020
Closed #29558 model.fit() does not reshuffle the dataset between epochs Feb 28, 2020
Closed #37122 What is "FrameState" and "IterationState" for in tensorflow source code? Feb 28, 2020
Closed #34463 Unify the APIs on a tf.keras.Model when trained vs when it is saved and loaded. Feb 28, 2020
Closed #35349 Return predictions with .evaluate() Feb 28, 2020
Closed #33787 Using tf.keras.backend.zeros in while loops. Feb 27, 2020
Closed #37116 How to build Tflite-gpu to use GPU delegate, NNAPI delegate for devices like Hikey (AARCH64) Feb 27, 2020
Closed #37119 Feature Request: [Keras] Add _keras_history to tensor in Eager Mode Feb 27, 2020
Closed #37108 TF 2.0 MultiWorkerMirror strategy hangs for MNIST Keras model training Feb 27, 2020
Closed #27217 [TF 2.0 alpha] Keras Callbacks Feb 27, 2020
Closed #37050 tflite | interpreter->AllocateTensors() fails Feb 27, 2020
Closed #36927 Invalid output for MobileNet SSD with Hexagon Delegate and QCS605 Feb 27, 2020
Closed #37123 Unsupported object type float Feb 27, 2020
Closed #36548 accuracy loss when running inference on edge TPU with keras neural network Feb 27, 2020
Closed #28028 [TF2.0] Custom training loop for keras example should provide information about tf.keras.backend.set_learning_phase() Feb 27, 2020
Closed #36875 Add a Model.fit-like API for seq2seq models Feb 27, 2020
Closed #35733 Docker images with tags '2.1.0-gpu-py3' and '2.1.0-gpu-py3-jupyter' are missing on DockerHub Feb 27, 2020
Closed #35492 Tensorflow "devel-gpu-py3" docker image is stale, has not been updated for 2 months Feb 27, 2020
Closed #36554 reduce_euclidean_norm false results Feb 27, 2020
Closed #36525 BinaryElementWiseOp::Operate template argument not used and can cause unnecessary errors Feb 27, 2020
Closed #34390 [TF2.0] tf.reduce_mean crashes Python (Floating point exception) if the count becomes zero due to overflow Feb 26, 2020
Closed #36714 Tensorflow Serving | Input to reshape is a tensor with 512 values, but the requested shape has 1 Feb 26, 2020
Closed #35848 Feature request: RecallAtPrecision Metric Feb 26, 2020
Closed #34734 tensor_diag_part does not vectorize? Feb 26, 2020
Closed #37051 Tensorflow Docker Image with Jupyter Notebook Runs in HTTP Feb 26, 2020
Closed #33328 use tf.layers.dense as a layer ups bug Feb 26, 2020
Closed #37066 Model class API / predict / gradient update Feb 26, 2020
Closed #37065 Slice of a tensor is created on CPU not GPU when dtype=tf.int16 Feb 26, 2020
Closed #32737 tf.keras.layers.Input has undefined shape when setting sparse=True, making it impossible to use in a Model Feb 26, 2020
Closed #37011 nanopb needs to be updated to pull in a security fix mentioned in GHSA-gcx3-7m76-287p Feb 26, 2020
Closed #37084 Reintroduced Typo in tf.keras.layers.Attention docs example Feb 26, 2020

116 Issues created by 107 people

Opened #37290 Wrong NVIDIA driver and CUDA libs versions installed when running GPU setup instructions. Mar 4, 2020
Opened #37289 Unable to remove model and release GPU memory Mar 4, 2020
Opened #37288 TypeError: Saw an object that is an instance of a strict subclass of EagerTensor Mar 4, 2020
Opened #37285 modify input shape from [?,?,?,3] to [1,640,640,3] Mar 4, 2020
Opened #37284 Cert error for https://download.tensorflow.org/ Mar 4, 2020
Opened #37283 How to register a custom op in Python API？ Mar 4, 2020
Opened #37282 Android demo application is crushed when I import my .pb file. Mar 4, 2020
Opened #37280 How to update saved model Mar 4, 2020
Opened #37278 How can I share the weights between two different dilations cnn layer in tensorflow2.0 Mar 4, 2020
Opened #37274 General discussion of tf.image Mar 3, 2020
Opened #37273 Can't restore checkpoint! - ValueError: Tensor's shape is not compatible with supplied shape Mar 3, 2020
Opened #37272 tf.estimator.SummarySaverHook should support native V2 symbols. Mar 3, 2020
Opened #37269 tf.keras.utils.get_file extraction of zip not working when fname to a full path is used on Windows Mar 3, 2020
Opened #37268 Increased Inference time after doing optimization. Mar 3, 2020
Opened #37266 Dataset is not cached after model.predict() call (issue present in TF2.0.0 but not in TF2.1.0) Mar 3, 2020
Opened #37265 Tensorflow import issue after new install ImportError: DLL load failed: The specified module could not be found. Mar 3, 2020
Opened #37264 tf.name_scope does not obey its own documented rules Mar 3, 2020
Opened #37263 LOW GPU HIGH CPU :( Mar 3, 2020
Opened #37262 tensorflow:Saver not created because there are no variables in the graph to restore Mar 3, 2020
Opened #37261 Giving example on website has no model.predict examples Mar 3, 2020
Opened #37258 Got "KeyError: 'stack/values_0' " when use custom network layer by tf.keras.layers.Layer Mar 3, 2020
Opened #37257 Blas GEMM launch failed;failed to create cublas handle: CUBLAS_STATUS_INTERNAL_ERROR Mar 3, 2020
Opened #37256 Tensorflow 2.1: How does the metric 'tf.keras.metrics.PrecisionAtRecall' works with multiclass-classification? Mar 3, 2020
Opened #37254 InvalidArgumentError: indices[0,4] = 10 is not in [0, 10) [[node model/embedding_2/embedding_lookup (defined at <ipython-input-54-57c88bb5c904>:38) ]] [Op:__inference_distributed_function_20003] Errors may have originated from an input operation. Input Source operations connected to node model/embedding_2/embedding_lookup: model/embedding_2/embedding_lookup/19444 (defined at c:\users\naik9\appdata\local\programs\python\python37\lib\contextlib.py:112) Function call stack: distributed_function Mar 3, 2020
Opened #37253 tf2.1 with gpu can't open cuda 10.2 Mar 3, 2020
Opened #37252 Memory leak activated when setting a seed in TensorFlow 2 (2.0 & 2.1) and using eager execution. Mar 3, 2020
Opened #37251 tensorflow:AutoGraph could not transform Mar 3, 2020
Opened #37247 Does BatchMatMul is still not supported in TF1.15? Mar 3, 2020
Opened #37246 Adding support to TensorFlow Lite for more ops Mar 3, 2020
Opened #37245 Warning/Error not present when not using the result of write in a TensorArray Mar 2, 2020
Opened #37243 Problem with segmentation my dataset in DeepLab Mar 2, 2020
Opened #37242 TFLite model not running in spite of using SELECT_TF_OPS for Mean operation Mar 2, 2020
Opened #37240 How to deserialize from a dict with tf.keras.losses.get Mar 2, 2020
Opened #37239 tf.keras.experimental.WideDeepModel example has wrong input for constructor Mar 2, 2020
Opened #37237 steps_per_epoch not propagating to Keras callbacks in tf-nightly Mar 2, 2020
Opened #37234 Cloning models loaded from disk (SavedModel) fails Mar 2, 2020
Opened #37231 Build TF 1.8 from source on Windows not working Mar 2, 2020
Opened #37230 tf.function second derivative error Mar 2, 2020
Opened #37229 inconsistent default parameters for adagrad optimizer Mar 2, 2020
Opened #37228 tf.debugging.assert_shapes Mar 2, 2020
Opened #37227 tf.expand_dims unable to read proper rank from input tensors Mar 2, 2020
Opened #37226 RaggedTensor are converted to Tensors inside exported signature. Mar 2, 2020
Opened #37221 The DLL error in importing tensorflow. Mar 2, 2020
Opened #37220 Cannot get model to work Mar 2, 2020
Opened #37219 Official tutorial (Text classification with an RNN )code running error !!! Mar 2, 2020
Opened #37217 Implement support for AV1 / AVIF for image files Mar 2, 2020
Opened #37215 TFLite Micro: SUB Op Support Mar 1, 2020
Opened #37211 error: the value of ‘j’ is not usable in a constant expression Mar 1, 2020
Opened #37210 tf.split T value inconsistency Mar 1, 2020
Opened #37209 tensorflow.keras saving weights? Mar 1, 2020
Opened #37207 No module named 'tensorflow.python.tools' in Visual Studio 2017 v15.9.20 Mar 1, 2020
Opened #37206 iOS Object Detection with Custom .tflite file: "Failed to allocate memory for input tensors." Mar 1, 2020
Opened #37205 Unable to download the TensorFlow using pip in Windows 10 Mar 1, 2020
Opened #37204 android mask rcnn Mar 1, 2020
Opened #37203 Cannot import tensorflow 1.15 Mar 1, 2020
Opened #37202 Print out the user number in Tensorflow Mar 1, 2020
Opened #37200 NotImplementedError: Cannot convert a symbolic Tensor (up_sampling2d_5_target:0) to a numpy array Mar 1, 2020
Opened #37199 Default type for complex sparse tensor is complex128 Mar 1, 2020
Opened #37198 Docker Tensorflow GPU 5x times slower than TF CPU Feb 29, 2020
Opened #37196 Keras saves invalid JSON files containing NaN Feb 29, 2020
Opened #37195 ValueError: Dimension 0 in both shapes must be equal Feb 29, 2020
Opened #37194 Cant run exe file from convert tensorflow to exe Feb 29, 2020
Opened #37193 "Cannot take the length of shape with unknown rank" error Feb 29, 2020
Opened #37191 Something is wrong with positional encoding,sin and cos should be concatenated. Feb 29, 2020
Opened #37189 Can you guys work on making Tensorflow easier to install? Feb 29, 2020
Opened #37187 guarantees for the logs argument in keras Callbacks Feb 29, 2020
Opened #37185 Tensorflow 2.1.0 causing all RAM to be consumed on model.fit Feb 29, 2020
Opened #37184 Serialization fails for nested models (models containing another model) Feb 29, 2020
Opened #37182 Could not find any TF GPUs when I use trt_convert Feb 29, 2020
Opened #37181 tf2.0 when use large input dims in tf.keras.layers.Embedding layer under eager mode, it turns to be very slow Feb 29, 2020
Opened #37180 tf.keras.callbacks.TensorBoard type profiling support for straight Tensorflow Feb 29, 2020
Opened #37179 Wrong "name" parameter default for Nadam optimizer Feb 29, 2020
Opened #37178 .prefetch() and .cache() not speeding up tf.data.Dataset pipeline Feb 29, 2020
Opened #37177 NotImplementedError: Cannot convert a symbolic Tensor (up_sampling2d_5_target_2:0) to a numpy array. Feb 28, 2020
Opened #37173 Null pointer to a converted model using Tensorflow Lite in Android Studio. "Byte buffer is not a valid flatbuffer model." Exception Feb 28, 2020
Opened #37172 module 'tensorflow._api.v1.nn' has no attribute 'seq2seq' Feb 28, 2020
Opened #37170 Why tensorflow creates gru/while in graph? Feb 28, 2020
Opened #37169 tensorflow has no attribute "assign_add" Feb 28, 2020
Opened #37168 `encode_png` function should be exported from `tf.io` module Feb 28, 2020
Opened #37167 [TF 2.1] BUG: set_seed with categorical in a conditional branch in graph mode. Feb 28, 2020
Opened #37164 TensorFlow 2.1.0 Not utilising GPU even though it can see it. Feb 28, 2020
Opened #37162 using tensorflow-hub model elmo ensorflow.python.framework.errors_impl.ResourceExhaustedError Feb 28, 2020
Opened #37160 Thread leakage in TF2.1 Feb 28, 2020
Opened #37158 Saving and loading nested models fails Feb 28, 2020
Opened #37157 Problem with Himax HM01B0 camera on the Sparkfun Edge board Feb 28, 2020
Opened #37154 Issues in usage of hexagon delegate in raspi(armv7) and hikey(aarch64). Feb 28, 2020
Opened #37153 InvalidArgumentError: Size 1 must be non-negative, not -21 Feb 28, 2020
Opened #37152 apply_transform not in preprocessing.image Feb 28, 2020
Opened #37151 Run distributed training mnist failed Feb 28, 2020
Opened #37147 Error on ESP32 Feb 28, 2020
Opened #37144 WARNING:tensorflow:AutoGraph could not transform and will run it as-is. Please report this to the TensorFlow team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Feb 27, 2020
Opened #37140 Micro_speech example with a different microphone bitrate Feb 27, 2020
Opened #37139 Conda install Tensorflow 2.1 with mkl (avx/avx2 support) not working Feb 27, 2020
Opened #37135 Save and load model neural network Feb 27, 2020
Opened #37134 list of operators for which you will need custom implementations: StatelessWhile, TensorListFromTensor, TensorListReserve, TensorListStack, While. Feb 27, 2020
Opened #37133 How to access intermediate tensors that are used during the application (tf.app) lifecycle Feb 27, 2020
Opened #37132 "Could not append to the internal temporary file" when writing checkpoints to GCP during TPU training Feb 27, 2020
Opened #37131 TensorRT 6/7 converter crash with tf 2.1.0 Feb 27, 2020
Opened #37130 Half precision training very slow and returning nan loss Feb 27, 2020
Opened #37128 AttributeError: module 'tensorflow' has no attribute 'app' in tensorflow 2.1.0 Feb 27, 2020
Opened #37127 Tensorflow 2.1.0 failed to get convolution algorithm in docker Feb 27, 2020
Opened #37117 module 'tensorflow.python.framework.op_def_registry' has no attribute 'register_op_list' Feb 27, 2020
Opened #37113 AttributeError: module 'tensorboard.summary._tf.summary' has no attribute 'FileWriter' Feb 27, 2020
Opened #37112 Custom training loop, iteration over Dataset hangs under MultiWorkerMirroredStrategy Feb 27, 2020
Opened #37111 representative_data_gen input order? Feb 27, 2020
Opened #37110 Tflite build error on Android. Feb 27, 2020
Opened #37109 Build from source(python2.7 ubuntu 16.04) has error: AttributeError: attribute '__doc__' of 'type' objects is not writable Feb 27, 2020
Opened #37105 Tensorflow 2.0 uncompatible with guinicorn Feb 26, 2020
Opened #37104 Using Precison metric in compile method raises shape mismatch error Feb 26, 2020
Opened #37103 Add support for more keras.metrics.* to accept from_logits argument. Feb 26, 2020
Opened #37102 MUL doesn't work on gpu delegate with error: Dimension can not be reduced to linear Feb 26, 2020
Opened #37100 why is variable not partitioned by default in PS-based distributed training? Feb 26, 2020
Opened #37099 RuntimeError: Inputs and outputs not all float|uint8|int16 types.Node number 2 (ADD) failed to invoke. Feb 26, 2020
Opened #37094 I have to install TF 1.8! Feb 26, 2020
Opened #37093 Reading TFRecord through tf.data extremely slow in comparison to Pandas (MWE) Feb 26, 2020
Opened #37091 LookupError when calculating gradient of gradient with RNN on GPU Feb 26, 2020

282 Unresolved conversations

Sometimes conversations happen on old items that aren’t yet closed. Here is a list of all the Issues and Pull Requests with unresolved conversations.

11 new comments Open #37029 Hang on out of memory error Mar 2, 2020
11 new comments Open #32287 Image recognition example for Tensorflow Lite Micro Mar 4, 2020
10 new comments Open #33924 Bidirectional LSTM fail on TF2.0 Feb 27, 2020
7 new comments Open #19200 Difference in output between CPU and GPU Feb 29, 2020
7 new comments Open #37015 Error with mkl flag Mar 2, 2020
7 new comments Open #36945 ImportError after installing 2.1.0 on OSX Catalina 10.15.2 (From binary and source) Mar 3, 2020
7 new comments Open #35632 TFLite GPU execution failed Mar 4, 2020
6 new comments Open #36936 Does passing 'training' flag to tf.keras.Sequential do anything? Feb 28, 2020
6 new comments Open #36028 Fix missing git depenendency for Jupyter docker image. Mar 3, 2020
6 new comments Open #36273 Add custom_objects in the function layer_test Mar 4, 2020
6 new comments Open #36350 Add NVTX Ranges Mar 3, 2020
5 new comments Open #36141 HadoopFileSystem load error: libhdfs.so: cannot open shared object file: No such file or directory Feb 29, 2020
5 new comments Open #37075 Documentation needs to upgrade to Python3 Mar 4, 2020
5 new comments Open #33397 LEAKY_RELU not supported in INT8 quantization Mar 4, 2020
5 new comments Open #36072 hangs on model.fit Mar 4, 2020
5 new comments Open #36998 Keras models train correctly with or without tf.function decorator but this is not correct for custom models Mar 4, 2020
5 new comments Open #27113 Lite: Slice Op 4-D bottleneck removed Mar 4, 2020
4 new comments Open #30418 Memory Saving Gradients for TF2 Mar 4, 2020
4 new comments Open #37068 Can't load Keras model with multiple MetaGraphs, can't pass tags Mar 4, 2020
4 new comments Open #37079 Cannot use tape.gradient to calculate two networks with one loss simultaneously Mar 4, 2020
4 new comments Open #36332 Fit method printout is broken in version 2.1 Mar 4, 2020
4 new comments Open #37003 RuntimeError: Encountered unresolved custom op: TensorListFromTensor.Node number 892 (TensorListFromTensor) failed to prepare. Mar 4, 2020
4 new comments Open #35946 [TFLite int16] Symmetric 16-bit activations and 8-bit weights: reference kernel CONV_2D Mar 2, 2020
4 new comments Open #37006 Resolves symbolic links for CUDA paths Feb 28, 2020
3 new comments Open #37061 tf.keras.Model with nested dictionary inputs fails to serialize/deserialize Feb 27, 2020
3 new comments Open #27880 Quantization-Aware Training support in Keras Feb 27, 2020
3 new comments Open #36136 TPU Socket Closed Feb 28, 2020
3 new comments Open #37086 Misleading convert error when no concrete functions are given Feb 28, 2020
3 new comments Open #36953 MultiWorkerMirroredStrategy failed to run after a few batches occasionally Mar 1, 2020
3 new comments Open #24496 Could not create cudnn handle: CUDNN_STATUS_INTERNAL_ERROR Mar 2, 2020
3 new comments Open #36937 Tensorflow 2.1.0 2.1.0-rc0 2.1.0-rc2 causes SIGSEGV when is used with textgenrnn Mar 2, 2020
3 new comments Open #36734 AttributeError: 'BatchGen' object has no attribute 'shape' Mar 3, 2020
3 new comments Open #36864 Tensorflow 2.1.0 is not using GPU Mar 3, 2020
3 new comments Open #36884 sue: Build/Installation Issue Mar 3, 2020
3 new comments Open #37088 network_tester test failed with NN with 28x28 px input image but succeded with NN with 14x14 px input Mar 3, 2020
3 new comments Open #36986 Could not import tensorflow after installing it through anaconda navigator. Mar 3, 2020
3 new comments Open #36794 a bug about tf.function Mar 3, 2020
3 new comments Open #23050 Batch Normalization with virtual_batch_size not equal to None not implemented correctly for inference time Mar 3, 2020
3 new comments Open #36981 `recompute_grad` does not save memory and is incompatible with graph mode Mar 3, 2020
3 new comments Open #21526 Address missing TensorFlow operations to TFLite: Mar 4, 2020
3 new comments Open #35186 Add TfLite micro Squeeze reference kernel Mar 2, 2020
3 new comments Open #35286 NFC - minor spelling tweaks under lite directory Mar 3, 2020
3 new comments Open #36749 [tflite] add xnnpack delegate to label_image Mar 3, 2020
3 new comments Open #36849 Use case clarification comments #36785 Mar 4, 2020
3 new comments Open #36947 Fix hyperlink to tf.Tensor guide. Mar 3, 2020
2 new comments Open #36845 tf.keras.losses.SparseCategoricalCrossentropy within the multi-GPU strategy.scope() generates NAN value Feb 26, 2020
2 new comments Open #37054 TPU scope valuerror Feb 26, 2020
2 new comments Open #36675 [TF2] TRT Engine Ops are not garbage collected, resulting in incorrect reuse Feb 26, 2020
2 new comments Open #37067 Usage Documentation Needed for tf.image.yuv_to_rgb Feb 27, 2020
2 new comments Open #34391 TPUStrategy broken in TF2 Keras Feb 27, 2020
2 new comments Open #36431 TensorFlow2.x should support group convolutions in keras api level. Feb 28, 2020
2 new comments Open #36879 Basic LSTM TFLite model created with new experimental converter results in model with incorrect output shape Feb 28, 2020
2 new comments Open #34062 BatchNorm generates NaN moving_variance on GPU with fused set to True for some inputs Feb 28, 2020
2 new comments Open #37053 Cannot wrap GradientTape.batch_jacobian with tf.function on tf.keras model with LSTM cells Feb 28, 2020
2 new comments Open #36522 fcn8_tf2/Scripts/SegNet_fab.py:518 segnet * dec = segnet_deconv( fcn8_tf2/Scripts/SegNet_fab.py:278 segnet_deconv * dec = Conv2D( venv/lib/python3.6/site-packages/tensorflow_core/python/keras/engine/base_layer.py:817 __call__ self._maybe_build(inputs) venv/lib/python3.6/site-packages/tensorflow_core/python/keras/engine/base_layer.py:2141 _maybe_build self.build(input_shapes) venv/lib/python3.6/site-packages/tensorflow_core/python/keras/layers/convolutional.py:153 build raise ValueError('The channel dimension of the inputs ' ValueError: The channel dimension of the inputs should be defined. Found `None`. Feb 28, 2020
2 new comments Open #30161 tf.keras.BatchNormalization ignores Mask when calculating Mean/Variance Feb 28, 2020
2 new comments Open #33148 Masking LSTM: OP_REQUIRES failed at cudnn_rnn_ops.cc:1498 : Unknown: CUDNN_STATUS_BAD_PARAM Feb 29, 2020
2 new comments Open #36710 Infinite recursion in TFModuleWrapper.__getattr__ Feb 29, 2020
2 new comments Open #36841 DockerHub tag 2.1.0-py3 includes GPU support Feb 29, 2020
2 new comments Open #35977 windows build failed with master branch Feb 29, 2020
2 new comments Open #37052 Can't convert the model into ".tflite". I've tried every possible way from APIs to command lines. I tried to change layers as per tflite, but I couldn't understand the working and ended up with errors. Mar 1, 2020
2 new comments Open #36867 Why i have same value in confusion matrix always 12% even after 17000 lerning rate? Mar 2, 2020
2 new comments Open #4914 Keeping gradient of sqrt(x) stable for x = 0 Mar 2, 2020
2 new comments Open #37035 absl.flags._exceptions.UnparsedFlagAccessError if used flags in tf.TensorSpec Mar 2, 2020
2 new comments Open #36781 Blas GEMM launch failed Mar 2, 2020
2 new comments Open #34964 Add K Medoids Estimator to tf canned estimators Mar 3, 2020
2 new comments Open #34346 ImageDataGenerator does not work with tpu Mar 3, 2020
2 new comments Open #36866 missing ops Mar 3, 2020
2 new comments Open #36034 Possible mem leak in tf.random.categorical Mar 3, 2020
2 new comments Open #36968 Gradient checkpointing: Wrap `tf.keras.Model` or `tf.keras.layers.Layer` in `tf.recompute_gradients()` Mar 3, 2020
2 new comments Open #36542 TF 2.1.0 crashes during shape inference Mar 3, 2020
2 new comments Open #36810 Gradient Support for Unique operator Mar 4, 2020
2 new comments Open #36680 Image Augmentation erroring out with ImageDataGenerator.flow and multiple labels Mar 4, 2020
2 new comments Open #36508 keras LSTM Fail to find the dnn implementation Mar 4, 2020
2 new comments Open #36717 MKL no longer works with tensorflow 1.15 Mar 4, 2020
2 new comments Open #36697 Training suddenly freezes Mar 4, 2020
2 new comments Open #36979 AttributeError: 'Tensor' object has no attribute 'numpy' Mar 4, 2020
2 new comments Open #36895 Custom implementations for AvgPool3D, Conv3D, MaxPool3D Mar 4, 2020
2 new comments Open #37076 v2.1.0 build fails with TensorRT 6 and 7 Mar 4, 2020
2 new comments Open #35911 Keras model.fit not calling Sequence.on_epoch_end() Mar 4, 2020
2 new comments Open #26748 Lite: Strided_slice 4-D bottleneck removed from kernel Mar 2, 2020
2 new comments Open #26923 Add Registration for non-stateful scatter_nd_min and scatter_nd_max. Fixes issue #20402 Mar 3, 2020
2 new comments Open #32533 Improved compatibility with sklearn Feb 29, 2020
2 new comments Open #33237 Implement reference kernel for Softmax using CMSIS-NN Mar 2, 2020
2 new comments Open #33808 An implementation of eigendecomposition gradients Mar 3, 2020
2 new comments Open #35996 Add 16 bit support to kernel operator SOFTMAX Mar 3, 2020
2 new comments Open #36130 [TFLite int16] 16-bit reference kernel operators MAX_POOL_2D and AVERAGE_POOL_2D Mar 3, 2020
2 new comments Open #36251 Symmetric quantization with activations 16-bit and weights 8-bit: interface Mar 3, 2020
2 new comments Open #36868 Cadence HiFi4 Neural Network (NN) Library Feb 28, 2020
2 new comments Open #36969 [XLA] Change the number of threads per block for row reduction Feb 27, 2020
2 new comments Open #37016 [TfLite] SPLIT_V quantization support for int8 Mar 4, 2020
2 new comments Open #37017 Added information Mar 3, 2020
2 new comments Open #37020 Modified metric_utils.py to fix conflicts with floatx and float32 Mar 1, 2020
2 new comments Open #37069 tensor_bundle: Supply size hint to input buffer Feb 27, 2020
1 new comment Open #35935 conda install tensorflow or any command to install the Tensroflow is not working. Feb 26, 2020
1 new comment Open #36715 BUG: tf.random.normal() has a fixed value in eager mode (TF2.0) Feb 26, 2020
1 new comment Open #33755 Dense variable constraints are not allowed with sparse gradients Feb 26, 2020
1 new comment Open #34135 Failed to load delegate from libedgetpu.so.1.0 Feb 26, 2020
1 new comment Open #30839 Tensorflow 2.0 - Build From Source not creating Python Wrappers such as _pywrap_tensorflow_internal.lib Feb 26, 2020
1 new comment Open #37002 [Doc] Laplacian for Deep Dream 2.0 Feb 26, 2020
1 new comment Open #25609 tf.nn.conv2d_transpose different behaviour if output_shape is a list Feb 26, 2020
1 new comment Open #20866 Why tf.losses.softmax_cross_entropy doesn't have "dim" (axis) argument? Feb 26, 2020
1 new comment Open #32912 model.fit with tf.data.Dataset.from_generator can't infer shape Feb 26, 2020
1 new comment Open #33785 The inheriting keras.layers.Layer does not call a compute_output_shape after switching to tf.keras from keras Feb 27, 2020
1 new comment Open #23780 Repeated "Already exists: Resource" errors when I increase my model size Feb 27, 2020
1 new comment Open #33000 Performance Degradation on MLPerf's GNMT implementation after converting to frozen graph Feb 27, 2020
1 new comment Open #36116 Multiple outputs from a keras model Feb 27, 2020
1 new comment Open #36153 MultiWorkerMirroredStrategy training does not work with multiple epochs Feb 27, 2020
1 new comment Open #36500 Error when converting my_frozen_graph.pb to .tflite for Speech Commands example app TF Speech Feb 27, 2020
1 new comment Open #25133 DNNClassifier estimator train shows unsupported feed type error occasionally Feb 27, 2020
1 new comment Open #33925 RuntimeError: Quantization not yet supported for op: CUSTOM in Post Training Quantization Feb 27, 2020
1 new comment Open #36827 Keras with multiple outputs: cannot evaluate a metric without associated loss Feb 27, 2020
1 new comment Open #36853 The minimum required Cuda capability is 6.0 for the binary C-API releases 1.14.0 and 1.15.0 Feb 27, 2020
1 new comment Open #36763 Missing dependencies in image_classification android example for instrumented test ClassifierTest Feb 27, 2020
1 new comment Open #36255 GradientTape does not track intermediate variables inside a tf.function Feb 27, 2020
1 new comment Open #36909 Source build of TensorFlow 2.0 with 0.26.1 bazel fails at C++ compilation of rule '@nccl_archive//:device_lib'. Feb 27, 2020
1 new comment Open #32702 Keras casts targets to incorrect dtype Feb 28, 2020
1 new comment Open #36579 TPU proto_buf error after migration from 1.3 to 2.1 Feb 28, 2020
1 new comment Open #35975 ResNet model in keras and tf.keras give different output for the same image Feb 28, 2020
1 new comment Open #25349 Library Conversion: Open AI Baselines Feb 28, 2020
1 new comment Open #37043 An error is reported when the nested tf.keras.Model subclass model is converted to a tflite file Feb 28, 2020
1 new comment Open #35705 AttributeError: _ckpt_saved_epoch when using MultiWorkerMirroredStrategy TF2.0 Feb 28, 2020
1 new comment Open #37008 Here is a list of operators for which you will need custom implementations: RandomUniform. Feb 28, 2020
1 new comment Open #36816 Can tensorflow use multiple ps servers to store an embedding variable? Feb 28, 2020
1 new comment Open #33969 2 issues: tf.train.Checkpoint does not seem to save optimizer state, impossible to load_weights using skip_mismatch=True Feb 28, 2020
1 new comment Open #27303 Need tf.signal.rfft op in TFLite Feb 28, 2020
1 new comment Open #13460 Feature request: segment_argmax Feb 29, 2020
1 new comment Open #35770 ERROR: ~/....../tensorflow/python/keras/api/BUILD:130:1: Executing genrule //tensorflow/python/keras/api:keras_python_api_gen_compat_v2 failed Feb 29, 2020
1 new comment Open #36844 Documentation is very unclear. It lacks formulas in many APIs. Feb 29, 2020
1 new comment Open #36877 Memory leak in TensorFlow 2.0 when having dynamic batch size. Feb 29, 2020
1 new comment Open #36975 Hi, I don't know what the problem is... plz help me to find out the bugs Feb 29, 2020
1 new comment Open #37048 The output of the Conv2D layer in backend TensorFlow is different from that in Theano and CNTK Feb 29, 2020
1 new comment Open #28143 [TF 2.0] Tf.keras.layers.Lambda does not fail if it does not support masking, but mask is passed Feb 29, 2020
1 new comment Open #27298 Tensorflow 2.0 tf.name_scope has no effect on weights created by keras functional api Feb 29, 2020
1 new comment Open #27120 tf.function-decorated function tried to create variables on non-first call Feb 29, 2020
1 new comment Open #34607 ModuleNotFoundError: No module named 'tensorflow_core.keras' in Flask Mar 1, 2020
1 new comment Open #36135 model.save() Error: object has no attribute '_compile_metrics' Mar 1, 2020
1 new comment Open #35949 AttributeError: 'Tensor' object has no attribute '_datatype_enum' Mar 1, 2020
1 new comment Open #36111 cudart64_101.dll not found, but I have CUDA installed Mar 1, 2020
1 new comment Open #36712 KeyError of identity node, when using Skip Connection and RandomDrop together Mar 1, 2020
1 new comment Open #19120 Cannot build tensorflow on arm with the latest bazel. _pywrap_tensorflow_internal.so: undefined symbol: _ZN10tensorflow9ConcatCPUINS_8bfloat16EEEvPNS_10DeviceBaseERKSt6vectorISt10unique_ptrINS_6TTypesIT_Li2EiE11ConstMatrixESt14default_deleteIS9_EESaISC_EEPNS8_6MatrixE Mar 1, 2020
1 new comment Open #32943 TensorFlow 2.x Java/Maven release Mar 1, 2020
1 new comment Open #35932 Could not find matching function to call loaded from the SavedModel Mar 2, 2020
1 new comment Open #35860 TensorBoard callback without profile_batch setting cause Errors: CUPTI_ERROR_INSUFFICIENT_PRIVILEGES and CUPTI_ERROR_INVALID_PARAMETER Mar 2, 2020
1 new comment Open #35573 tensorflow 2.0.0 crashes with protobuf 3.10.1 on macOS Mar 2, 2020
1 new comment Open #27193 Non-uniform FFT layer Mar 2, 2020
1 new comment Open #34217 Incorrect predictions occur when using a custom quantized model Mar 2, 2020
1 new comment Open #36846 There aren't enough elements in this dataset for each shard to have at least one element (# elems = 1, # shards = 2) Mar 2, 2020
1 new comment Open #33365 No float64 support with batch normalization in Tensorflow 2.0? Mar 2, 2020
1 new comment Open #36921 tensorflow:AutoGraph could not transform Mar 2, 2020
1 new comment Open #35380 tensorflow lite performance slower than regular tensorflow model Mar 2, 2020
1 new comment Open #36759 posenet negative output scores Mar 2, 2020
1 new comment Open #25939 Docker containers with Python 3.7 Mar 2, 2020
1 new comment Open #37026 Linearly increasing memory with use_multiprocessing and Keras Sequence Mar 2, 2020
1 new comment Open #37012 Not able to perform tflite inferences for batch sizes beyond 1 (COCO SSD MobileNet v1) Mar 2, 2020
1 new comment Open #25794 [TF 2.0 API Docs] tf.AggregationMethod Mar 3, 2020
1 new comment Open #35697 tensorflow.python.framework.errors_impl.CancelledError: Cancelled, When do distributed training with parameter-server Mar 3, 2020
1 new comment Open #36140 ValueError: Tried to convert 'y' to a tensor and failed. Error: None values not supported. Mar 3, 2020
1 new comment Open #36574 TensorFlow 2.0 - ValueError: tf.function-decorated Mar 3, 2020
1 new comment Open #36530 Distributed training time by MirroredStrategy varies greatly between Keras API and Custom training loop Mar 3, 2020
1 new comment Open #36799 Feature Request: General Purpose Metrics Callback Mar 3, 2020
1 new comment Open #36703 Unable to remove model from memory Mar 3, 2020
1 new comment Open #36900 when using mixed_precision.Policy('mixed_float16'), training is stuck at saving checkpoints for 0 Mar 3, 2020
1 new comment Open #36859 Tensorflow-gpu 2.1 Cuda 10.2, ImportError: DLL load failed: The specified module could not be found. Mar 3, 2020
1 new comment Open #36925 Import module as -- gives error Mar 3, 2020
1 new comment Open #36914 Models with tf.lite.Optimize cause abort() when interpreter->Invoke() Mar 3, 2020
1 new comment Open #35150 SavedModelBundle.getSignatures() does not return outputs in correct order. Mar 3, 2020
1 new comment Open #36477 [tf2.1] model saving error for model with Batch Normalization layer and under MirroredStrategy Mar 3, 2020
1 new comment Open #35925 Dataset with Keras Functional Model: tuple index out of range uin steps_per_epoch Mar 3, 2020
1 new comment Open #32477 BatchNormalization doesn't work in graph mode in tf2 Mar 3, 2020
1 new comment Open #36164 Memory leaks when doing a random tf.op on a previously converted to NumPy Tensor in TF2.1 Mar 3, 2020
1 new comment Open #28007 InvalidArgumentError when running map_fn on strings inside a tf.function Mar 3, 2020
1 new comment Open #37010 TopK result always sort when k==num_cols Mar 3, 2020
1 new comment Open #31300 Problem when saving/loading keras model with '.tf' extension and stateful ConvLSTM2D as a layer Mar 3, 2020
1 new comment Open #36782 Unable to package tensorflow with Py2App Mar 3, 2020
1 new comment Open #24328 tensorflow.keras printing control characters in progress bars Mar 3, 2020
1 new comment Open #33601 Model loaded with tensorflow.keras.Model.load_model is slower (if GRU cells are used), than the original constructed model Mar 3, 2020
1 new comment Open #34211 No gradient defined error when training Sequential model restored from SavedModel with `tf.keras.models.load_model` Mar 3, 2020
1 new comment Open #32488 Issue: Structure of Python function inputs does not match input_signature while trying to save a subclassed model Mar 3, 2020
1 new comment Open #36024 Tensorflow Lite New Converter does not allow to use inference_input_type and inference_output_type with V2 APIs Mar 3, 2020
1 new comment Open #34767 Error when retraining a saved LSTM model Mar 3, 2020
1 new comment Open #30892 tf.keras.models.load_model fails on Sequential model Mar 3, 2020
1 new comment Open #36959 TF-TRT execution context management for multiple threads / streams Mar 3, 2020
1 new comment Open #28111 Issue for tf.keras.layers.DenseFeatures when model.build is called Mar 3, 2020
1 new comment Open #33820 normalization in cosine similarity Mar 4, 2020
1 new comment Open #36416 Error while training object detection model Mar 4, 2020
1 new comment Open #35574 OP_REQUIRES failed due to missing tempstate or invalid argument Mar 4, 2020
1 new comment Open #32932 BatchMatMul for TFLite Mar 4, 2020
1 new comment Open #31204 BatchMatMul, Merge, Switch. Mar 4, 2020
1 new comment Open #36227 Poor performance and warning for GradientTape.jacobian with experimental_use_pfor=False Mar 4, 2020
1 new comment Open #31279 [TF 2.0 API Docs] tf.tuple Mar 4, 2020
1 new comment Open #36896 Use bazel crosstool to compile other arch wheel file raise lots of undefined reference error Mar 4, 2020
1 new comment Open #28485 Supporting control flow in TensorFlow Lite Mar 4, 2020
1 new comment Open #31894 tf.keras.layers.BatchNormalization() throws TypeError: Incompatible types: <dtype: 'resource'> vs. int64. Value is 0 Mar 4, 2020
1 new comment Open #34935 Tutorial for Data Augmentation using tf.image Mar 4, 2020
1 new comment Open #36428 Discrepancy between keras.layers.Reshape and tf.keras.layers.Reshape Mar 4, 2020
1 new comment Open #28746 Add RoiAlign Op Mar 3, 2020
1 new comment Open #29316 [TF 2.0 API Docs] tf.identity Feb 29, 2020
1 new comment Open #31750 random crop edge case Mar 2, 2020
1 new comment Open #33318 Update outdated K.eval Feb 27, 2020
1 new comment Open #34399 Fix invalid shape issue in random.uniform Mar 1, 2020
1 new comment Open #34589 TANH/Sigmoid 16-bit activation functions using LUT Mar 3, 2020
1 new comment Open #34894 TFLu: Pointwise subtraction Int8 Mar 3, 2020
1 new comment Open #35302 lite/kernels/concatenation: use tflite::TfLiteRound instead of std::round Feb 27, 2020
1 new comment Open #35332 Update math_ops.py with additional usage examples Feb 28, 2020
1 new comment Open #35359 Add Edge Board Support in Arduino Library Build for TFLu (micro) Mar 3, 2020
1 new comment Open #35373 Added Usage Example for Image.Transpose() Mar 1, 2020
1 new comment Open #35396 Added Usage Example for MobileNetV2 Mar 1, 2020
1 new comment Open #35418 Add usage example to vgg16.py Mar 1, 2020
1 new comment Open #35519 [ROCm] Unit-test updates for the ROCm platform. Mar 3, 2020
1 new comment Open #35578 added a usage example to average pooling 2d layer Feb 29, 2020
1 new comment Open #35580 Make the notebook use tf 1.15.0, add tf 2.x incompatible warning Feb 29, 2020
1 new comment Open #35635 Model to json Mar 1, 2020
1 new comment Open #35670 Add PrefetchedInputStream and BufferedRandomAccessFile. Feb 28, 2020
1 new comment Open #35715 Add usage example to Dropout Feb 28, 2020
1 new comment Open #35792 tf.tuple usage exaple Mar 1, 2020
1 new comment Open #35856 Adding AdaMod Optimizer in Tensorflow 2.x Mar 3, 2020
1 new comment Open #35997 Add 16 bit support to kernel operator TRANSPOSE_CONVOLUTION Feb 26, 2020
1 new comment Open #36049 Add Usage Example to tf.math.log_sigmoid Feb 28, 2020
1 new comment Open #36180 TFLite: add cmake support Feb 28, 2020
1 new comment Open #36378 [MLIR][Lite] Update emit_quant_adaptor in PostQuantizePass Feb 28, 2020
1 new comment Open #36482 Print sys Info at the start of the Windows console Feb 28, 2020
1 new comment Open #36635 Make callbacks serializable Mar 3, 2020
1 new comment Open #36640 [ROCm] Create a wrapper header for rocprim and cub Feb 26, 2020
1 new comment Open #36659 Debug log implementation to use the STM32 HAL UART implementation. Re… Mar 4, 2020
1 new comment Open #36762 [ROCm] Updating ROCm CI scripts to include large tests Feb 27, 2020
1 new comment Open #36773 Support Keras grouped convolutions Feb 28, 2020
1 new comment Open #36971 Dockerfiles to python 3 Feb 27, 2020
1 new comment Open #37004 Add checking of kwonlyargs in keras has_arg Mar 2, 2020
1 new comment Open #37014 Modified reduce_variance for extra optimization Feb 27, 2020
1 new comment Open #37022 [MLIR][XLA] Polish LHLO copy operation removal Mar 3, 2020
1 new comment Open #37034 Feature: add utils for keras saving/loading format detection Mar 3, 2020
1 new comment Open #37074 Add different pattern to show op in timeline Feb 27, 2020
0 new comments Open #37057 MultiWorkerMirroredStrategy OOM - Ubuntu 18.04 Feb 26, 2020
0 new comments Open #36872 How to quant TFLite model in int8 format Feb 26, 2020
0 new comments Open #37041 Feature suggestion: Ability to add copyright notice to saved model Feb 26, 2020
0 new comments Open #37045 reshuffle_each_iteration=False ignored on validation (tf.dataset + Keras) Feb 26, 2020
0 new comments Open #36973 Can't find docs on SSL support for distributed training Feb 26, 2020
0 new comments Open #36705 TFLite: allocate_tensors() fails for 2 dense layers with quantization Feb 26, 2020
0 new comments Open #36974 CUDA broken on docker image tensorflow/tensorflow:devel-gpu Feb 27, 2020
0 new comments Open #33498 TFLite slower than Keras on RPi 4 Feb 27, 2020
0 new comments Open #23747 Feature Request - Deeplab TFLITE Android Application Feb 27, 2020
0 new comments Open #35538 TFLite model output different probabilities and thus different classes in Android compared to the original h5 model.. Feb 27, 2020
0 new comments Open #34133 logits and labels must have the same first dimension Feb 27, 2020
0 new comments Open #33867 How does the graphdef file provided in simple audio recognition tutorial can be converted to tflite file? Feb 27, 2020
0 new comments Open #33616 TFLiteConverter StridedSlice Error for Transformer Example Notebook Feb 27, 2020
0 new comments Open #30003 FlexAudioSpectrogram ops is not supported by the tflite interpreter Feb 27, 2020
0 new comments Open #27457 Workaround for self-attention using tf.matmul Feb 27, 2020
0 new comments Open #22146 TOCO fails to handle Dilated Convolution properly Feb 27, 2020
0 new comments Open #36797 Severe slowdown with 1 BN step in while_v2 Feb 27, 2020
0 new comments Open #37072 Custom object detection API for tensorflow 2.0 not working Feb 27, 2020
0 new comments Open #37077 Tensorflow Workspace not configured for android build Feb 28, 2020
0 new comments Open #36303 tensorboard installation issue Feb 28, 2020
0 new comments Open #36985 Shape issues in keras.metrics.sparse_top_k_categorical_accuracy with multiple dimensions Feb 28, 2020
0 new comments Open #36169 Can't run TensorFlow Model Benchmark Tool Feb 28, 2020
0 new comments Open #36505 Loading Tensorflow models from disk is instant while loading from gcs is very slow Feb 29, 2020
0 new comments Open #36814 Can't import Layer from tensorflow.python.keras.engine.base_layer Feb 29, 2020
0 new comments Open #36216 Keras: expose loss metric of singular output Mar 2, 2020
0 new comments Open #35178 missing symbols from c++ API Mar 2, 2020
0 new comments Open #37023 RNN unrolled, wrong quantization graph Mar 2, 2020
0 new comments Open #36807 wrong doc for categorical_hinge loss Mar 3, 2020
0 new comments Open #36676 TF2 SavedModel does not support multiple signatures? Mar 4, 2020
0 new comments Open #36590 Building a static library for windows with visual studio. Mar 4, 2020
0 new comments Open #36344 Allow tf.estimator.Estimators to use CuDNN layers Mar 4, 2020
0 new comments Open #25834 YOLOv3 TFLite GPU and CPU perform at same speed Mar 4, 2020
0 new comments Open #33292 Add TensorFlow MicroLite Support for the OpenMV Cam Mar 2, 2020
0 new comments Open #33524 Suspected fix for progressive slowdown when training Feb 28, 2020
0 new comments Open #33873 Add tests in TFLite micro for Logistic Int8 Feb 28, 2020
0 new comments Open #34446 TFLite: Missing activation in built-in Mul operation Feb 28, 2020
0 new comments Open #34999 Extend tests in TFLite micro for conv and depth_conv to support dilat… Mar 4, 2020
0 new comments Open #35000 Add tests in TFLite micro for Float/Uint8/Int8 Tanh activation Feb 28, 2020
0 new comments Open #35461 added int8 support for negate kernel Mar 2, 2020
0 new comments Open #35904 Pydoc fixes for StructuredTensor Mar 3, 2020
0 new comments Open #36458 Update cohen's Kappa to allow for batch dimension Feb 27, 2020
0 new comments Open #36567 Corrected docstring for tf.signal.frame Feb 28, 2020
0 new comments Open #36593 Fix Invalid description FileWriter Mar 3, 2020
0 new comments Open #36747 Micro: Return error if tensor allocation fails. Mar 2, 2020
0 new comments Open #36839 Add step argument to SummaryWriter.(set_)as_default. Mar 2, 2020
0 new comments Open #37062 [Intel Mkl] Upgrade Sqlite3 to fix CVE-2019-19880 CVE-2019-19244 and … Feb 27, 2020
0 new comments Open #37063 [Intel Mkl] Upgrade Sqlite3 to fix CVE-2019-19880 CVE-2019-19244 and … Feb 27, 2020
0 new comments Open #37064 [Intel Mkl] Upgrade Sqlite3 to fix CVE-2019-19880 CVE-2019-19244 and … Feb 27, 2020
0 new comments Open #37087 docs: add tip to prefer tf.shape(x) over x.shape in custom layers/models Feb 26, 2020

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