Questions tagged [inference]
The inference tag has no usage guidance.
11
questions
4
votes
0answers
53 views
Training and inference for highly-context-sensitive information
What is the best way to train / do inference when the context matters highly as to what the inferred result should be?
For example in the image below all people are standing upright, but because of ...
2
votes
1answer
149 views
Is the Mask Needed for Masked Self-Attention During Inference with GPT-2
My understanding is that masked self-attention is necessary during training of GPT-2, as otherwise it would be able to directly see the correct next output at each iteration. My question is whether ...
2
votes
1answer
338 views
Why is exact inference in a Bayesian network both NP-hard and P-hard?
I should show that exact inference in a Bayesian network (BN) is NP-hard and P-hard by using a 3-SAT problem.
So, I did formulate a 3-SAT problem by defining 3-CNF:
$$(x_1 \lor x_2) \land (\neg x_3 \...
2
votes
0answers
45 views
Why does the BatchNormalization layer produce different outputs during training and inference?
I modified resnet50 architecture to get a regression network. I just add batchnorm1d and ReLU layers just before the fully connected layer. During the training, the output of batchnorm1d layer is ...
1
vote
0answers
25 views
Algorithm which learns to select from proposed options
My goal is to write a program that automatically selects a routing out of multiple proposed options.
The data consists out of the multiple proposed options with each the attributes time, costs and ...
1
vote
0answers
47 views
What are state of the art backward chaining packages in Python?
What are state of the art backward chaining packages/tools/github algorithms in Python? It would be nice if you could also comment on the strengths and weaknesses of each solution !
1
vote
0answers
76 views
How to use TPU for real-time low-latency inference?
I use Google's Cloud TPU hardware extensively using Tensorflow for training models and inference, however, when I run inference I do it in large batches. The TPU takes about 3 minutes to warm up ...
1
vote
0answers
40 views
Colour palettes for COCO dataset
Is there any link or explanation on how to create Color palettes for coco dataset for segmentation. I see there is a link for cityscapes dataset https://gluon-cv.mxnet.io/_modules/gluoncv/utils/viz/...
0
votes
0answers
21 views
Looking for an Approach method for News maker
I have some databases with information about exports and imports of a country, what are they importing, the times that an importation was made, the country from and target, everything related to ...
0
votes
0answers
25 views
Can propositional resolution be done with DNF?
I have read that propositional resolution works best for formulas in CNF but does it also work with DNF?
if yes how?
if no why not?
-1
votes
0answers
13 views
Simultaneous inference on many gpu, question [migrated]
I want to do boosting for instance segmentation. Lets say I have 5 different models for this and I have 5 GPUs. WHat I want to do is to do the inference on each model on each GPU, and combine the ...
