So currently both keras.ImageDataGenerator and tf.data.Dataset are not working with tensorflow TPU, Is there any Other method to load image data for training model on Tpu ?
Method to load image data for TPU
358 Views Asked by ls_da3m0ns At
1
There are 1 best solutions below
Related Questions in TENSORFLOW
- (Tensorflow)Does the op assign change the gradient computation?
- Tensorflow Windows Accessing Folders Denied:"NewRandomAccessFile failed to Create/Open: Access is denied. ; Input/output error"
- Android App TensorFlow Google Cloud ML
- Convert Tensorflow model to Caffe model
- Google Tensorflow LSTMCell Variables Mapping to Hochreiter97_lstm.pdf paper
- additive Gaussian noise in Tensorflow
- TFlearn evaluate method results meaning
- Regularization losses Tensorflow - TRAINABLE_VARIABLES to Tensor Array
- feed picture to model tensorflow for training
- Fail to read the new format of tensorflow checkpoint?
- I got a error when running a github project in tensorflow
- Tensorflow R0.12 softmax_cross_entropy_with_logits ASSERT Error
- RuntimeError in run_one_batch of TensorFlowDataFrame in tensorflow
- Same output in neural network for each input after training
- ConvNet : Validation Loss not strongly decreasing but accuracy is improving
Related Questions in KERAS
- Intermediate layer in keras to fetch the weights, convert and feed to the network
- Updating Shared Variables in Keras
- Import theano gives the AttributeError: module 'theano' has no attribute 'gof'
- How to Implement "Multidirectional" LSTMs?
- Error in running keras for deep learning in ubuntu 14.04
- Issue with setting TensorFlow as the session in Keras
- Multiple outputs in Keras gives value error
- Strange behavior of a frozen inceptionV3 net in Keras
- Tensorflow Image Shape Error
- Rounding Error at a python neural network made by Keras
- K fold cross validation using keras
- Keras Binary Classifier Model.Predict() class association?
- How to predict a layer's weights using another model in an end to end fashion?
- CNN model why the data is too large?
- Keras How to use max_value in Relu activation function
Related Questions in TPU
- Validation loss become nan while training on TPU but perfectly ok on GPU
- Google Cloud TPU: gcloud compute tpus create failing with permission denied
- XLA rng-bit-generator takes too much memory
- Why is loading resnet50 keras model in TF 1.15 on TPU does not work?
- using colab TPU without GCS
- training over TPU with tensorflow
- Method to load image data for TPU
- Can You Mesh Network Google Coral TPUs
- loading tfdev.hub models in Tensorflow TPU from GCS
- TPU V4 Runtime Error: SliceBuilder detects hardware error
- Use Google Cloud (Free trial) to render using programs like Premiere Pro and Meshroom
- Troubleshooting ValueError: No subgraph in the model with PyCoral
- TPU in experiencing issues with running code on Google Colab, particularly when using the TPU
- Define Interpolate Tensorflow Function to maximize TPU performance
- ERROR Connecting to TPU in Google Colab during Training
Trending Questions
- UIImageView Frame Doesn't Reflect Constraints
- Is it possible to use adb commands to click on a view by finding its ID?
- How to create a new web character symbol recognizable by html/javascript?
- Why isn't my CSS3 animation smooth in Google Chrome (but very smooth on other browsers)?
- Heap Gives Page Fault
- Connect ffmpeg to Visual Studio 2008
- Both Object- and ValueAnimator jumps when Duration is set above API LvL 24
- How to avoid default initialization of objects in std::vector?
- second argument of the command line arguments in a format other than char** argv or char* argv[]
- How to improve efficiency of algorithm which generates next lexicographic permutation?
- Navigating to the another actvity app getting crash in android
- How to read the particular message format in android and store in sqlite database?
- Resetting inventory status after order is cancelled
- Efficiently compute powers of X in SSE/AVX
- Insert into an external database using ajax and php : POST 500 (Internal Server Error)
Popular Questions
- How do I undo the most recent local commits in Git?
- How can I remove a specific item from an array in JavaScript?
- How do I delete a Git branch locally and remotely?
- Find all files containing a specific text (string) on Linux?
- How do I revert a Git repository to a previous commit?
- How do I create an HTML button that acts like a link?
- How do I check out a remote Git branch?
- How do I force "git pull" to overwrite local files?
- How do I list all files of a directory?
- How to check whether a string contains a substring in JavaScript?
- How do I redirect to another webpage?
- How can I iterate over rows in a Pandas DataFrame?
- How do I convert a String to an int in Java?
- Does Python have a string 'contains' substring method?
- How do I check if a string contains a specific word?
You can use GCS buckets.
Or you read from files:
And then convert to tensor and create dataset with tf.data.Dataset.from_tensor_slices.