Supermicro’s Universal GPU: Modular, Standards Based and Built for the Future

20 de Apr de 2022
Supermicro’s Universal GPU: Modular, Standards Based and Built for the Future
Supermicro’s Universal GPU: Modular, Standards Based and Built for the Future
Supermicro’s Universal GPU: Modular, Standards Based and Built for the Future
Supermicro’s Universal GPU: Modular, Standards Based and Built for the Future
Supermicro’s Universal GPU: Modular, Standards Based and Built for the Future
Supermicro’s Universal GPU: Modular, Standards Based and Built for the Future
Supermicro’s Universal GPU: Modular, Standards Based and Built for the Future
Supermicro’s Universal GPU: Modular, Standards Based and Built for the Future
Supermicro’s Universal GPU: Modular, Standards Based and Built for the Future
Supermicro’s Universal GPU: Modular, Standards Based and Built for the Future
Supermicro’s Universal GPU: Modular, Standards Based and Built for the Future
Supermicro’s Universal GPU: Modular, Standards Based and Built for the Future
Supermicro’s Universal GPU: Modular, Standards Based and Built for the Future
Supermicro’s Universal GPU: Modular, Standards Based and Built for the Future
Supermicro’s Universal GPU: Modular, Standards Based and Built for the Future
Supermicro’s Universal GPU: Modular, Standards Based and Built for the Future
Supermicro’s Universal GPU: Modular, Standards Based and Built for the Future
Supermicro’s Universal GPU: Modular, Standards Based and Built for the Future
Supermicro’s Universal GPU: Modular, Standards Based and Built for the Future
Supermicro’s Universal GPU: Modular, Standards Based and Built for the Future
Supermicro’s Universal GPU: Modular, Standards Based and Built for the Future
Supermicro’s Universal GPU: Modular, Standards Based and Built for the Future
Supermicro’s Universal GPU: Modular, Standards Based and Built for the Future
Supermicro’s Universal GPU: Modular, Standards Based and Built for the Future
Supermicro’s Universal GPU: Modular, Standards Based and Built for the Future
Supermicro’s Universal GPU: Modular, Standards Based and Built for the Future
Supermicro’s Universal GPU: Modular, Standards Based and Built for the Future
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Supermicro’s Universal GPU: Modular, Standards Based and Built for the Future

Notas do Editor

  1. Heterogeneous compute interface for portability
  2. MLPerf 0.7 (Resnet 50, Transformer, SSD)
  3. Canned questions: Is HIP a drop-in replacement for CUDA? No. HIP provides porting tools which do most of the work to convert CUDA code into portable C++ code that uses the HIP APIs. Most developers will port their code from CUDA to HIP and then maintain the HIP version. HIP code provides the same performance as native CUDA code, plus the benefits of running on AMD platforms. What APIs and features does HIP support? HIP provides the following: Devices (hipSetDevice(), hipGetDeviceProperties()) Memory management (hipMalloc(), hipMemcpy(), hipFree()) Streams (hipStreamCreate(),hipStreamSynchronize(), hipStreamWaitEvent()) Events (hipEventRecord(), hipEventElapsedTime()) Kernel launching (hipLaunchKernel is a standard C/C++ function that replaces <<< >>>) HIP Module API to control when adn how code is loaded. CUDA-style kernel coordinate functions (threadIdx, blockIdx, blockDim, gridDim) Cross-lane instructions including shfl, ballot, any, all - Most device-side math built-ins. Error reporting (hipGetLastError(), hipGetErrorString()) The HIP API documentation describes each API and its limitations, if any, compared with the equivalent CUDA API. https://rocmdocs.amd.com/en/latest/Programming_Guides/HIP-FAQ.html#what-apis-and-features-does-hip-support