Advance Deep Learning with Alibaba Open-Source and Pluggable Scheduling Tool for GPU Sharing

Cluster Scheduling: Kubernetes GPU Sharing

User Scenarios

Goal

Non-Goal

Design Principle

Detailed Design

Premise:

Core Function Modules:

Detailed Process:

Related Projects

Deploy

Test Sample

apiVersion: apps/v1
kind: Deployment
metadata:
name: binpack-1
labels:
app: binpack-1
spec:
replicas: 1
selector: # define how the deployment finds the pods it manages
matchLabels:
app: binpack-1
template: # define the pods specifications
metadata:
labels:
app: binpack-1
spec:
containers:
- name: binpack-1
image: cheyang/gpu-player:v2
resources:
limits:
# MiB
aliyun.com/gpu-mem: 1024

Use

Build

Roadmap

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