GHGmc2/tensorflow-on-intel-gpu

Enable TensorFlow on Intel GPU

TensorFlow on intel GPU

• oneAPI software stack

Comprehensive Tutorials

• Data Parallel C++: Programming Accelerated Systems Using C++ and SYCL, Source code
• oneAPI GPU Optimization Guide, Source code

TensorFlow(Framework)

• Next PluggableDevice

RFCs

• Modular TensorFlow
• StreamExecutor C API
• Pluggable device for TensorFlow
• Kernel and Op Implementation and Registration API
• Kernel Extension for Variable Operations API
• Modular TensorFlow Graph C API

SYCL(Programming model)

• SYCL spec

DPC++ Compiler

• DPC++ Compiler Developer Guide and Reference
• source code
  • DPC++ Compiler and Runtime architecture design
  • Environment Variables
  • Level Zero plugin
  • Unified Runtime
  • DPC++ extensions to SYCL specification

Level Zero(Device runtime)

Driver

• Intel Graphics Compute Runtime
  • debug environment variables
• Intel Graphics Compiler
  • Execution Model
  • Configuration flags

INTEL GRAPHICS(GPGPU)

• Developer Documents for Intel Processor Graphics
• Intel® Graphics for Linux* - Programmer's Reference Manuals
  • Intel® Data Center GPU Max Series
  • 2023 Intel® Arc™ A-Series Graphics and Intel Data Center GPU Flex Series(Alchemist/Arctic Sound-M Platform)

Tools

• XPU Manager/XPU-SMI
• Profiling Tools Interfaces for GPU
• Intel® Advisor User Guide
• Intel VTune Profiler User Guide