Apache TVM Set to Revolutionize Al Design

Share post:

Apache TVM, an end-to-end machine compiler framework for CPUs, GPUs and accelerators, is taking over with its revolution in AI design.

When it comes to converting neural network programs into hardware, unlike other compilers, Apache TVM examines the “graph” of computer operations in a neural network and calculates how best to bring these operations to hardware based on dependencies between operations.

ApacheTVM is offered by OctoML, a company that helps operationalize AI. With Apache TVM, the company is therefore able to help companies optimize their neural networks to accommodate different hardware variants.

In his interview with ZDNet, OctoML co-founder and CEO Luis Ceze talked about how the technology is helping shape the development of artificial intelligence. According to Ceze, “Already in research, people are running model candidates through our platform, looking at the performance. The detailed performance metrics mean that ML developers can actually evaluate the models and pick the one that has the desired properties.”

For more information read the original story in ZDNet.

Featured Tech Jobs

SUBSCRIBE NOW

Related articles

AI surpasses human benchmarks in most areas: Stanford report

Stanford University’s Institute for Human-Centered Artificial Intelligence (HAI) has published the seventh annual issue of its AI Index...

Microsoft and OpenAI partner to build a $100 Billion AI supercomputer “Stargate”

In a bold stride towards computational supremacy, Microsoft, in partnership with OpenAI, is reported to be laying the...

US Bill Aims to Unveil AI Training Data Sources Amid Copyright Concerns

In a significant move toward transparency, a bill was introduced in the US Congress on Tuesday by California...

AI presents an “extinction level threat” – US Gov’t Report: Hashtag Trending for Tuesday, March 12, 2024

A new US government report warns that AI presents an “extinction level threat to the human species. Elon Musk is outsourcing his Grok AI code. Hackers have breached the Cybersecurity and Infrastructure Security Agency in the US and a researcher shows how to steal a Tesla by leveraging a feature of the Tesla charging stations.

Become a member

New, Relevant Tech Stories. Our article selection is done by industry professionals. Our writers summarize them to give you the key takeaways