From 06b5458d53762c72501c0ab70369b387670a534c Mon Sep 17 00:00:00 2001 From: "Michael J. Klaiber" Date: Fri, 18 Mar 2022 18:24:12 +0000 Subject: [PATCH] uma-rfc: update to questions/comments added --- rfcs/00xx_UMA_Unified_Modular_Accelerator_Interface.md | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/rfcs/00xx_UMA_Unified_Modular_Accelerator_Interface.md b/rfcs/00xx_UMA_Unified_Modular_Accelerator_Interface.md index 02a4195c..80f5be2d 100644 --- a/rfcs/00xx_UMA_Unified_Modular_Accelerator_Interface.md +++ b/rfcs/00xx_UMA_Unified_Modular_Accelerator_Interface.md @@ -42,7 +42,7 @@ The **goal** of UMA is to establish two API layers with a different target group - Short learning period for hardware/software engineers new to TVM **Plumbing Layer**: - - Collage-like API + other TVM APIs + - Collage-like API [COLLAGE-RFC](https://github.com/mbs-octoml/mbs-tvm-rfcs/blob/mbs-rfcs-collage/rfcs/xxxx-collage.md) + other TVM APIs - Powerful API to core-compiler + other TVM features - Target audience is experienced TVM users/developers - C++ and Python APIs @@ -88,7 +88,7 @@ The figure below described the *UMA Pipeline*. The blocks are described below: ![](uma_pipeline.png) UMA Pipelining: -* Consists of UMALower and UMACogen, which implement the target hook Relay-to-TIR and TIR-to-Runtime (proposed in [TVM-RFC0010]) +* Consists of UMALower and UMACodgen, which implement the target hook Relay-to-TIR and TIR-to-Runtime (proposed in [TVM-RFC0010]) * UMALower * Input: Partitioned composite functions * Custom primitives can be registered @@ -104,7 +104,7 @@ UMA Pipelining: * UMACodegen baseclass has to be inherited by accelerator-specific Codegen classes (e.g. Accelerator A Codegen, etc) * Output: Target .c files -The intention is to use TensorIR with MetaScheduler for optimization and Relax in later versions. +The intention is to use TensorIR with MetaScheduler for optimization and Relax (a possible succesor of Relay [video link](https://www.youtube.com/watch?v=xVbkjJDMexo)) in later versions. Abbreviations: