Accelerating Real-Time Imaging for Radiotherapy: Leveraging Multi-GPU Training with PyTorch.
Ruth ObeBrandt KaufmannKaelen BairdSam KadelYasmin SoltaniMostafa ChamMatthias K. GobbertCarlos A. BarajasZhuoran JiangVijay R. SharmaLei RenStephen W. PetersonJerimy C. PolfPublished in: ICMLA (2023)
Keyphrases
- real time
- graphics hardware
- data acquisition
- gpu accelerated
- graphics processing units
- computer vision
- vision system
- programmable graphics hardware
- gpu implementation
- training set
- synthetic aperture sonar
- training phase
- image processing
- low cost
- training process
- high resolution
- medical imaging
- training examples
- general purpose
- high speed
- training algorithm
- prostate cancer
- imaging systems
- image analysis
- virtual environment
- real time rendering