Ali Hadizadeh

Co-Founder, Lead Scientist @ ByteShape

PhD | University of Toronto, Vector Institute

Efficient Deep Learning

Deep Learning Hardware Accelerator Design
Parallel Processor Design based on MIPS Architecture
Hardware Implementation of WLAN Standards
Implementation of Cloud-based Algorithms
Real-Time Simulation for Power Systems

More on Projects and Publications...

Mokey:

ISCA-2022, 49th IEEE/ACM International Symposium on Computer Architecture

Enabling Narrow Fixed-Point Inference for Out-of-the-Box Floating-Point Transformer Models.

FPRaker:

MICRO-2021, 54th IEEE/ACM International Symposium on Microarchitecture®

Bit-serial Computation for Floating-point Arithmatic in DNN Training.
GOBO:

MICRO-2020, 53rd IEEE/ACM International Symposium on Microarchitecture®

A 10x Memory Compression and Hardware Accelerator Design for Attention-Based NLP Models.
Full List of Publications

Efficient Deep Learning
LLM Acceleration
Natural Language Processing (NLP)
Computer Architecture
AI Hardware Accelerators

Ph.D. Electrical and Computer Engineering,

University of Toronto
M.Sc. Electrical Engineering, Digital Systems,

Sharif University of Technology

Current City

Toronto, ON, Canada
Email
ed.az[email protected]

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Updated on March 2022