Microsoft's DirectX API has been a core part of gaming for decades ... Cooperative Vectors are used to optimize the matrix multiplication operations underlying many AI computing processes.

Furthermore, Tensor Core focuses only on the acceleration of dense matrix multiplication, and sparse GEMM cannot take advantage of Tensor Core, so the performance of sparse neural networks lags behind ...

Mesh TensorFlow (mtf) is a language for distributed deep learning, capable of specifying a broad class of distributed tensor computations ... For example, an einsum (generalized matrix multiplication) ...

One of the notable contributions to this field is the TileSpGEMM algorithm, which addresses common issues in sparse general matrix-matrix multiplication (SpGEMM) such as load imbalance and high ...

Just as GPUs once eclipsed CPUs for AI workloads, Neural Processing Units (NPUs) are set to challenge GPUs by delivering even ...

The cores offer outstanding ... The EMSA5-FS is a processor core designed for functional safety. The fault-tolerant processor uses dual or triple instances of the EMSA5, an efficient 32-bit embedded ...