Signatory: differentiable computations of the signature and logsignature transforms, on both CPU and GPU.
Patrick KidgerTerry J. LyonsPublished in: ICLR (2021)
Keyphrases
- graphics processing units
- graphics processors
- gpu implementation
- parallel computation
- heterogeneous computing
- general purpose
- real time
- parallel computing
- objective function
- graphics hardware
- data transfer
- compute unified device architecture
- parallel implementation
- loss function
- signature verification
- computing systems
- signature recognition
- parallel programming
- intel xeon
- signature scheme
- floating point
- efficient implementation
- parallel processing
- massively parallel
- memory bandwidth
- higher throughput
- high performance computing
- multithreading
- discrete fourier transform
- personal computer
- learning algorithm