Ampere Software Engineer Interview Questions and Answers

The best way to deploy a model depends on inference optimization techniques, model size, and machine configuration.

• Consider the hardware specifications of the machine to ensure optimal performance

• Utilize techniques such as quantization, pruning, and model distillation to reduce model size without compromising accuracy

• Choose between on-device deployment for real-time inference or cloud-based deployment for scalability a...read more

Optimizing performance further involves identifying bottlenecks and implementing efficient algorithms and data structures.

• Identify and optimize critical paths in the code

• Use profiling tools to pinpoint performance bottlenecks

• Implement caching mechanisms to reduce redundant computations

• Utilize efficient data structures and algorithms

• Parallelize tasks to take advantage of multi-core processors