facebookresearch/metaseq

Add Model FLOPS Utilization and Hardware FLOPS utilization % to the logs.

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#246 opened on Jul 22, 2022

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 (2 comments) (6 reactions) (0 assignees)Python (701 forks)batch import
better-engenhancementgood first issuetelemetry

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Description

Calculation on page 65 of palm paper: https://arxiv.org/pdf/2204.02311.pdf

Contributor guide

Research direction
Implement the FLOPS utilization calculation as described in the PaLM paper (page 65).
Tech stack
python
Domain
machine learningperformance
Issue type
Feature
DifficultyEstimated implementation difficulty for a new contributor, from 1 for very small changes to 5 for expert-level work.
2
Estimated timeA rough time range for an experienced contributor to investigate, implement, test, and prepare a pull request.
Half day
Activity statusHow available the issue appears right now: fresh, active, stale, blocked, or waiting on maintainer input.
Active
ClarityHow clearly the issue explains the expected change, acceptance criteria, and next step.
Mostly clear
Prerequisites
Python
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
60