Igor Vishnevskiy

How to batch inference?

5

Hello Jerod @Weinman. Does this platform support batch inference? How can I submit the list of images for prediction all at ones? Thank you.

…ng gRPC inference example.

How to convert .ckpt model to SavedModel .pb format for hosting with Tensorflow Model Serving?

6

Models trained by this pipeline perform great. But how to host them using Tesorflow Model Serving? Checkpoint needs to be converted into SavedModel (.pb) format. What I've done so far...

How to train model in batches?

1

Hello guys. My whole training pipeline class in below. What I am doing is, I am splitting training set into multiple subsets and then in the loop retraining the model,...

"CUDA out of memory" when training with 300 classes dataset.

1

Let me mention that training on dataset with 6K inputs and 1 class, works great. However the training with 300 classes and 6000 images large dateset causes the following error:...

"CUDA out of memory" on dataset with 300 classes.

1

Let me mention that training on dataset with 6K inputs and 1 class, works great. However the training with 300 classes and 6000 images large dateset causes the following error:...