Company profile

PolyMage Labs

Industry
Software Development
Employees
10
Headquarters
Bengaluru, Karnataka
LinkedIn followers
1,575
Office locations
2

PolyMage Labs company summary

PolyMage Labs is a company in the Software Development industry, headquartered in Bengaluru, Karnataka. On LinkedIn the company has around 10 employees and 1,575 followers. The company lists 2 office locations. Its listed specialties include Compilers, MLIR, Polyhedral framework, HPC, AI.

What technology does PolyMage Labs use?

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About PolyMage Labs

A deep technology software startup building compiler technology for new AI chips and enabling acceleration and high performance for AI programming frameworks (like PyTorch, JAX) on existing hardware like GPUs through advanced program transformations. Incubated at the Indian Institute of Science (IISc), Bangalore. Founded by an IISc faculty member. Compilers are software that translate programs into instructions that the hardware can understand. The next generation of programming frameworks for AI hardware needs new compilers. PolyBlocks is PolyMage's compiler engine. It's modular, reusable, and retargetable, making it easy to seed highly effective compilers quickly for new hardware. PolyBlocks' advanced optimizations including cross-operator fusion and tiling exploit hardware performance maximally while unburdening programmers. Beats other state-of-the-art compilers and frameworks on existing popular hardware such as GPUs.

Specialties

CompilersMLIRPolyhedral frameworkHPCAI

Where is PolyMage Labs located?

PolyMage Labs lists 2 office locations.

Bengaluru, Karnataka, INHQ
Bengaluru, Karnataka, IN
Entrepreneurship Centre, Ground floor

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Frequently asked questions about PolyMage Labs

What does PolyMage Labs do?

A deep technology software startup building compiler technology for new AI chips and enabling acceleration and high performance for AI programming frameworks (like PyTorch, JAX) on existing hardware like GPUs through advanced program transformations. Incubated at the Indian Institute of Science (IISc), Bangalore. Founded by an IISc faculty member. Compilers are software that translate programs into instructions that the hardware can understand. The next generation of programming frameworks for AI hardware needs new compilers. PolyBlocks is PolyMage's compiler engine. It's modular, reusable, and retargetable, making it easy to seed highly effective compilers quickly for new hardware. PolyBlocks' advanced optimizations including cross-operator fusion and tiling exploit hardware performance maximally while unburdening programmers. Beats other state-of-the-art compilers and frameworks on existing popular hardware such as GPUs.

How many employees does PolyMage Labs have?

PolyMage Labs has around 10 employees on LinkedIn.

Where is PolyMage Labs headquartered?

PolyMage Labs is headquartered in Bengaluru, Karnataka.

Where does PolyMage Labs have offices?

PolyMage Labs lists 2 office locations, including Bengaluru, Karnataka, IN.

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