为各种AI硬件架构创建软件开发工具的挑战

Eric StotzerSr. Group Director –NeuroWeaveTMSDKThe Challenges of Creating Software Development Tools for Diverse AI Hardware Architectures© 2024 Cadence Design Systems, Inc. All rights reserved. 2AI at the Edge–The Software Development Tools Challenge© 2024 Cadence Design Systems, Inc. All rights reserved. 3AI at the Edge–The Software Development Tools ChallengeApplications© 2024 Cadence Design Systems, Inc. All rights reserved. 4AI at the Edge –The Software Development Tools ChallengeNetworksHardwareApplications© 2024 Cadence Design Systems, Inc. All rights reserved. 5AI at the Edge –The Software Development Tools ChallengeTowards a Solution© 2024 Cadence Design Systems, Inc. All rights reserved. 6The AI Software Development Tools ChallengeWhat challenge?•An intersection of multiple domains•From AI model in Python to edge quality embedded code•The Frontier of AI model development© 2024 Cadence Design Systems, Inc. All rights reserved. 7What Challenge?•Opensource AI compilerso“XLA, IRE