Sourya DeyinTowards Data SciencePre-defined sparsity for reducing complexity in neural networksNeural networks are quite the rage nowadays. They make deep learning possible, which powers smart systems such as speech recognition and…Oct 2, 2019Oct 2, 2019
Sourya DeyinTowards Data ScienceSparse Matrices in Pytorch — Part 2: GPUsIn part 1, I analyzed the execution times for sparse matrix multiplication in Pytorch on a CPU. Here’s a quick recap:Jul 16, 20191Jul 16, 20191
Sourya DeyinTowards Data ScienceSparse Matrices in PytorchThis article will analyze runtimes of sparse matrices and their dense counterparts in Pytorch.Jun 27, 20194Jun 27, 20194