- Design and implement lowlevel kernels for various neural network operations.
- Work with Compiler team to design configuration APIs for these kernels.
- Collaborate with architects and compiler engineers to create performance optimizations for future generations.
- Design overall computation strategies for multikernel, multichip neural network implementations.
- MS or PhD in CS, Math, Physics or related field.
- Expertise in modern C++ and experience utilizing it in code generation and lowlevel compute optimizations.
- Strong knowledge of basic NN operator algorithms (convolutions, transformers, RNNs, etc.)
- Python experience and strong mathematical skills.
- Experience working on other AI Accelerators is a huge plus
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3 Days Left Machine Learning Kernels Engineer - Canada - Acceler8 Talent
Description
We are seeking a Machine Learning Kernels Engineer to join a well-established and funded startup who are developing a ground-breaking at-memory AI chip architecture.
This approach addresses the accuracy and efficiency challenges in running AI inference workloads.
You'll join a team who's mission is to build implementations of real-world neural network kernels specialized for the company's unique hardware architecture - maximizing compute and communication throughput.
Responsibilities:
Requirements:
