05 Feb
Advanced Micro Devices, Inc.
Bangalore Urban
What you do at AMD changes everything
At AMD, we push the boundaries of what is possible. We believe in changing the world for the better by driving innovation in high-performance computing, graphics, and visualization technologies building blocks for gaming, immersive platforms, and the data center.
Developing great technology takes more than talent: it takes amazing people who understand collaboration, respect, and who will go the extra mile to achieve unthinkable results. It takes people who have the passion and desire to disrupt the status quo, push boundaries, deliver innovation, and change the world. If you have this type of passion, we invite you to take a look at the opportunities available to come join our team.
At AMD, we push the boundaries of what is possible. We believe in changing the world for the better by driving innovation in high-performance computing, graphics, and visualization technologies building blocks for gaming, immersive platforms, and the data center.
Developing great technology takes more than talent: it takes amazing people who understand collaboration, respect, and who will go the extra mile to achieve unthinkable results. It takes people who have the passion and desire to disrupt the status quo, push boundaries, deliver innovation, and change the world. If you have this type of passion, we invite you to take a look at the opportunities available to come join our team.
Experience executing, analyzing, and optimizing neural networks in TensorFlow, Caffe2, PyTorch or similar frameworks
- Background and understanding of neural network operators and mathematical operations: linear algebra, math libraries, desirable
- Experience with industry standard and emerging ML benchmark suites such as MLPerf desirable
- Experience / understanding of machine learning execution engines such as Glow, ONNX Runtime, or similar a plus
- Experience with machine learning accelerators and related software a plus
- Strong skills in analyzing performance of software/hardware solutions on multi-core architectures; understanding of multi-core architecture fundamentals (core, cache, memory, bus, PCIe, etc)
- Target specific code generation and optimization using LLVM or GCC compiler
- Performance analysis, tuning, and debug using Linux-based profiling tools: perf events, hot-spots, call stacks, Ftrace
- Use of simulators, emulators, JTAG and serial debuggers, a plus
- Strong development skills in C++ and Python
- Excellent communication skills (written and verbal) and team player
- Exposure on Automotive product development is a plus
#LI-DD1
Requisition Number: 80809
Country: India State: Karnataka City: Bangalore
Job Function: Design
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