Ml Compiler Intern

4 weeks ago

Toronto, Canada d-Matrix Corp. Full time

THE ROLE: ML COMPILER (INTERN)

**About us**

d-Matrix is developing a novel hardware system and a full-stack software solution to accelerate large-scale modern deep neural network compute workloads for the cloud.Leveraging a combination of unique in-memory compute array design, digital signal processing system design, and on-chip and chip-to-chip interconnect fabric, d-Matrix's AI compute engine holds the promise of drastically improving power-efficiency and compute latency of cloud inference workloads, by orders of magnitude compared to competition.

**Why d-Matrix**

**The role: ML Compiler Intern**

In this role you will design, implement and evaluate a method for managing floating point data types in the compiler. You will work under the guidance of two members of the compiler backend team. One, is an experienced compiler developer based in the West Coast of the US.

You will engage and collaborate with engineering team in the US to understand the mechanisms made available by the hardware design to perform efficient floating point operations using reduced precision floating point data types.

Successful completion of the project will be demonstrated by a simple model output by the compiler incorporating the your code that executes correctly on the hardware instruction set architecture (ISA) simulator. This model incorporates various number format representations for reduced precision floating point.

**Qualifications**

Minimum:

- Bachelor’s degree in computer science or equivalent 3 years towards an Engineering degree with emphasis on computing and mathematics coursework.
- Proficiency with C++ object-oriented programming is essential.
- Understanding of fixed point and floating-point number representations, floating point arithmetic, reduced precision floating point representations and sparse matrix storage representations and the methods used to convert between them.
- Some experience in applied computer programming (e.g. prior internship).
- Understanding of basic compiler concepts and methods used in creating compilers (ideally via a compiler course).
- Data structures and algorithms for manipulating directed acyclic graphs.

Desired:

- Familiarity of sparse matrix storage representations.
- Hands on experience with CNN, RNN, Transformer neural network architectures
- Experience with programming GPUs and specialized HW accelerator systems for deep neural networks.
- Passionate about learning new compiler development methodologies like MLIR.
- Enthusiastic about learning new concepts from compiler experts in the US and a willingness to defeat the time zone barriers to facilitate collaboration.

**Job Type**: Internship

  • Ml Compiler Intern

    1 week ago

    Toronto, Ontario, Canada d-Matrix Corp. Full time

    THE ROLE:ML COMPILER (INTERN)About usd-Matrix is developing a novel hardware system and a full-stack software solution to accelerate large-scale modern deep neural network compute workloads for the cloud.Leveraging a combination of unique in-memory compute array design, digital signal processing system design, and on-chip and chip-to-chip interconnect...

  • Machine Learning Compiler labs

    3 days ago

    Toronto, Canada Qualcomm Full time

    Company: Qualcomm Canada ULC Job Area: Engineering Group, Engineering Group > Machine Learning Engineering General Summary: Job Description If you’re interested in advancing and applying mathematics, programming languages theory, and advanced algorithms to program optimization for cutting-edge machine learning accelerators, then you really...

  • Ml Ops

    2 months ago

    Toronto, Canada Georgian Full time

    Georgian is a fintech company that invests in high growth technology companies that harness the power of data in a trustworthy way. Georgian’s investments include Shopify, ClickUp, Xanadu, and Vention. You can see our full portfolio here. At Georgian, we’re building a platform to provide a better experience of growth capital to software company CEOs and...

  • Senior Compiler Engineer

    1 week ago

    Toronto, Ontario, Canada Oho Group Ltd Full time

    Senior Compiler EngineerOur client aims to revolutionize hardware and systems through a software-first approach, empowering AI innovators to surpass previous limits. The goal is to alleviate computational burdens, streamline model training and deployment, and ultimately maximize societal benefits from this transformative technology.Their SPU (Spatial...

  • Senior Compiler Engineer

    1 month ago

    Toronto, ON, Canada Oho Group Ltd Full time

    Senior Compiler EngineerOur client aims to revolutionize hardware and systems through a software-first approach, empowering AI innovators to surpass previous limits. The goal is to alleviate computational burdens, streamline model training and deployment, and ultimately maximize societal benefits from this transformative technology.Their SPU (Spatial...

  • Senior Compiler Engineer

    1 month ago

    Toronto, ON, Canada Oho Group Ltd Full time

    Senior Compiler EngineerOur client aims to revolutionize hardware and systems through a software-first approach, empowering AI innovators to surpass previous limits. The goal is to alleviate computational burdens, streamline model training and deployment, and ultimately maximize societal benefits from this transformative technology.Their SPU (Spatial...

  • Senior Compiler Engineer

    3 weeks ago

    Toronto, ON, Canada Oho Group Ltd Full time

    Senior Compiler EngineerOur client aims to revolutionize hardware and systems through a software-first approach, empowering AI innovators to surpass previous limits. The goal is to alleviate computational burdens, streamline model training and deployment, and ultimately maximize societal benefits from this transformative technology.Their SPU (Spatial...

  • Senior Compiler Engineer

    3 weeks ago

    Toronto, ON, Canada Oho Group Ltd Full time

    Senior Compiler EngineerOur client aims to revolutionize hardware and systems through a software-first approach, empowering AI innovators to surpass previous limits. The goal is to alleviate computational burdens, streamline model training and deployment, and ultimately maximize societal benefits from this transformative technology.Their SPU (Spatial...

  • Senior Compiler Engineer

    2 months ago

    Toronto, Canada Oho Group Ltd Full time

    Senior Compiler EngineerOur client aims to revolutionize hardware and systems through a software-first approach, empowering AI innovators to surpass previous limits. The goal is to alleviate computational burdens, streamline model training and deployment, and ultimately maximize societal benefits from this transformative technology.Their SPU (Spatial...

  • Senior Compiler Engineer

    2 months ago

    Toronto, Canada Oho Group Ltd Full time

    Senior Compiler Engineer Our client aims to revolutionize hardware and systems through a software-first approach, empowering AI innovators to surpass previous limits. The goal is to alleviate computational burdens, streamline model training and deployment, and ultimately maximize societal benefits from this transformative technology. Their SPU (Spatial...

  • Senior Compiler Engineer

    2 months ago

    Toronto, Canada Oho Group Ltd Full time

    Senior Compiler EngineerOur client aims to revolutionize hardware and systems through a software-first approach, empowering AI innovators to surpass previous limits. The goal is to alleviate computational burdens, streamline model training and deployment, and ultimately maximize societal benefits from this transformative technology.Their SPU (Spatial...

  • Senior Compiler Engineer

    3 weeks ago

    Toronto, Canada Oho Group Ltd Full time

    Senior Compiler EngineerOur client aims to revolutionize hardware and systems through a software-first approach, empowering AI innovators to surpass previous limits. The goal is to alleviate computational burdens, streamline model training and deployment, and ultimately maximize societal benefits from this transformative technology.Their SPU (Spatial...

  • Senior Compiler Engineer

    3 weeks ago

    Toronto, Canada Oho Group Ltd Full time

    Senior Compiler Engineer Our client aims to revolutionize hardware and systems through a software-first approach, empowering AI innovators to surpass previous limits. The goal is to alleviate computational burdens, streamline model training and deployment, and ultimately maximize societal benefits from this transformative technology. Their SPU (Spatial...

  • Senior Compiler Engineer

    3 weeks ago

    Toronto, Canada Oho Group Ltd Full time

    Senior Compiler EngineerOur client aims to revolutionize hardware and systems through a software-first approach, empowering AI innovators to surpass previous limits. The goal is to alleviate computational burdens, streamline model training and deployment, and ultimately maximize societal benefits from this transformative technology.Their SPU (Spatial...

  • Applied Research Intern

    1 week ago

    Toronto, Canada Thomson Reuters Full time

    At Labs Legal Tech team, we contribute to several products within the TR portfolio of legal such as Document Intelligence, Intelligent Drafting, Label Insight, HighQ, and Legal Tracker to name a few. We have many features to deliver in our 2024 roadmap, and more ideas to explore than we have resources for. Attracting and hiring Ph.D. students and MSc recent...

  • Senior Compiler Engineer

    2 months ago

    Toronto, ON, Canada Oho Group Ltd Full time

    Senior Compiler Engineer Our client aims to revolutionize hardware and systems through a software-first approach, empowering AI innovators to surpass previous limits. The goal is to alleviate computational burdens, streamline model training and deployment, and ultimately maximize societal benefits from this transformative technology. Their SPU (Spatial...

  • Sr. Software Development Manager

    1 month ago

    Toronto, Canada Amazon Development Centre Canada ULC Full time

    The Product: AWS Machine Learning accelerators are at the forefront of AWS innovation. The Inferentia chip delivers best-in-class ML inference performance at the lowest cost in the cloud. Trainium will deliver the best-in-class ML training performance with the most teraflops (TFLOPS) of compute power for ML in the cloud. This is all enabled by a cutting edge...

  • Sr. Software Development Manager

    3 weeks ago

    Toronto, Canada Amazon Development Centre Canada ULC Full time

    The Product: AWS Machine Learning accelerators are at the forefront of AWS innovation. The Inferentia chip delivers best-in-class ML inference performance at the lowest cost in the cloud. Trainium will deliver the best-in-class ML training performance with the most teraflops (TFLOPS) of compute power for ML in the cloud. This is all enabled by a cutting edge...

  • Senior ML Engineer

    2 months ago

    Toronto, Canada Guidepoint Full time

    : Guidepoint seeks an experienced ML Engineer as an integral member of the Toronto-based Data/AI team. The Toronto Technology Hub will serve as the base of our new Data/AI team, dedicated to building a modern data infrastructure for advanced analytics and the development of responsible AI. This strategic investment is integral to Guidepoint’s vision for...

  • Senior ML Engineer

    3 weeks ago

    Toronto, Canada Guidepoint Full time

    : Guidepoint seeks an experienced ML Engineer as an integral member of the Toronto-based Data/AI team. The Toronto Technology Hub will serve as the base of our new Data/AI team, dedicated to building a modern data infrastructure for advanced analytics and the development of responsible AI. This strategic investment is integral to Guidepoint’s vision for...