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Principal Deep Learning Compiler Engineer
4 months ago
WHAT YOU DO AT AMD CHANGES EVERYTHING
We care deeply about transforming lives with AMD technology to enrich our industry, our communities, and the world. Our mission is to build great products that accelerate next-generation computing experiences – the building blocks for the data center, artificial intelligence, PCs, gaming and embedded. Underpinning our mission is the AMD culture. We push the limits of innovation to solve the world’s most important challenges. We strive for execution excellence while being direct, humble, collaborative, and inclusive of diverse perspectives.
AMD together we advance_
The Role
IREE is an open source, MLIR based compiler and runtime
solution built to handle the compilation of models from front ends like
PyTorch
and built to execute on different hardware architectures. T
oday the compiler stack targets CPUs of various flavors, GPUs as well as IPUs.
Being a full-stack compiler, IREE can apply optimizations at
various levels
of program abstraction during the compilation flow. In this role, the candidate is expected to take a
holistic
view of the compilation flow to optimize the final code generated by the compiler
.
If you are interested in developing a compelling compiler that provides good user experience in terms of error handling and the performance of the generated code, this is the role for you In this role you get to work
on a
fully
open-source
compiler stack where you can share your
findings and
co-ordinate with experts across the industry
.
The person
This role is ideally suited for a person who is interested in delivering a compelling product for users of the compiler. This includes
addressing crashes
/
miscompilation
in the compiler,
providing better error handling in the compiler, and
building tools for better diagnostics for both
miscompilations
a
nd
performance bottlenecks. The candidate must be willing to
root cause the compiler errors or performance bottlenecks, and co-ordinate with the rest of the team to
address these issues.
Being an
open source
project, the candidate must be willing to engage with contributors to the project across the industry.
Key Responsibilities
Root cause and address compiler crashes,
miscompilation
and performance bottlenecks.
Build diagnostics tools for improving the triage process
Enhance the testing infrastructure to ensure that
this issues
are caught early
Engage with the community to coordinate similar efforts to ensure that the community can
benefit
from advances made here
Ensure that the project is adhering to industry standards in terms of testing and benchmarking.
Preferred experiences
Familiarity with MLIR/LLVM
Familiarty
with Python.
PyTorch
experience
prefered
Familiarity with practices to achieve performance on CPU and GPUs.
Experience with deploying production
software, and
building
testing infrastructure.
Strong background in C++ and diagnostic tools like ASAN, TSAN, MSAN.
Academic qualifications
Bachelors in Computers Science
or equivalent discipline, or higher
10+ years of relevant industry experience.
#LI-EM1
At AMD, your base pay is one part of your total rewards package. Your base pay will depend on where your skills, qualifications, experience, and location fit into the hiring range for the position. You may be eligible for incentives based upon your role such as either an annual bonus or sales incentive. Many AMD employees have the opportunity to own shares of AMD stock, as well as a discount when purchasing AMD stock if voluntarily participating in AMD’s Employee Stock Purchase Plan. You’ll also be eligible for competitive benefits described in more detail
here .
AMD does not accept unsolicited resumes from headhunters, recruitment agencies, or fee-based recruitment services. AMD and its subsidiaries are equal opportunity, inclusive employers and will consider all applicants without regard to age, ancestry, color, marital status, medical condition, mental or physical disability, national origin, race, religion, political and/or third-party affiliation, sex, pregnancy, sexual orientation, gender identity, military or veteran status, or any other characteristic protected by law. We encourage applications from all qualified candidates and will accommodate applicants’ needs under the respective laws throughout all stages of the recruitment and selection process.
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