Nafees issues

Results 4 issues of


                                            Nafees

How to implement distributed deep learning on small master-slave architecture through data parallelism approach?

I am a beginner and I would like to deploy the distributed deep learning model followed by Hadoop on a toy example. Like I want to use three Personals computers...

Why virtual samples are created equal to batch size in Cutmix?

I used Cutmix method to augment the data, code available at https://keras.io/examples/vision/cutmix/. `tf.data.Dataset.from_tensor_slices` is used in this code to prepare the input pipeline. In order to feed to training data...

Number of epochs division on number of GPU

**Environment:** 1. Framework: (TensorFlow) 2. Framework version: 2.2.0 3. Horovod version: v0.21.3 4. MPI version: (Open MPI) 2.1.1 5. CUDA version: 10.1, V10.1.243 6. NCCL version: 2.11.4 7. Python version:...

question

All Trials Failing in NNI Hyperparameter Optimization for TensorFlow Keras Model

**Describe the issue**: I am currently facing an issue with NNI hyperparameter optimization, where all trials are failing for my deep learning model implemented in TensorFlow Keras. I have attempted...