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TechCrunch AI · 2026-10-20 04:09
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That made inference efficiency a natural target and Deepgram turned to AWS AI chips to improve it. They worked with AWS to bring its Nova-3 speech-to-text model to AWS Trainium2 for offline batch workloads such as contact-center analytics and medical transcription.查看来源
From that working baseline, we kicked off the optimization work by replacing several layers with fused kernels from the public NKI Library (NKILib), a collection of pre-built reference kernels written with the Neuron Kernel Interface (NKI).查看来源
At each step, a different part of the Neuron stack accelerates the work: NKILib provides drop-in replacement kernels, Neuron Explorer is the go-to tool for profiling Neuron workloads, and the Neuron Agentic Development (NAD) toolkit speeds up profiling analysis and kernel tuning…查看来源
At each step, a different part of the Neuron stack accelerates the work: NKILib provides drop-in replacement kernels, Neuron Explorer is the go-to tool for profiling Neuron workloads, and the Neuron Agentic Development (NAD) toolkit speeds up profiling analysis and kernel tuning…查看来源
Deepgram’s production serving stack is written in Rust查看来源
porting Nova-3 to Trainium2 required more than compiling the model查看来源
we demonstrated how Deepgram and the AWS FDE ported the Nova-3 speech-to-text PyTorch model to Trainium hardware查看来源
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暂无可公开的证据摘要。
TechCrunch AI · 2026-10-20 04:09
暂无可公开的证据摘要。
TechCrunch AI · 2026-10-20 04:09
暂无可公开的证据摘要。
TechCrunch AI · 2026-10-20 04:09
we demonstrated how Deepgram and the AWS FDE ported the Nova-3 speech-to-text PyTorch model to Trainium hardware
AWS Machine Learning Blog · 2026-10-20 00:23
we demonstrated how Deepgram and the AWS FDE ported the Nova-3 speech-to-text PyTorch model to Trainium hardware查看来源
porting Nova-3 to Trainium2 required more than compiling the model
AWS Machine Learning Blog · 2026-10-20 00:23
porting Nova-3 to Trainium2 required more than compiling the model查看来源
Deepgram’s production serving stack is written in Rust
AWS Machine Learning Blog · 2026-10-20 00:23
Deepgram’s production serving stack is written in Rust查看来源
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