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TechCrunch AI · 2026-10-20 04:09
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- MediaTechCrunch AI2026-10-20 04:09View source
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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.View source
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).View source
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…View source
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…View source
Deepgram’s production serving stack is written in RustView source
porting Nova-3 to Trainium2 required more than compiling the modelView source
we demonstrated how Deepgram and the AWS FDE ported the Nova-3 speech-to-text PyTorch model to Trainium hardwareView source
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TechCrunch AI · 2026-10-20 04:09
No public evidence summary is available.
TechCrunch AI · 2026-10-20 04:09
No public evidence summary is available.
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 hardwareView source
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 modelView source
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 RustView source
Showing 1 to 6 of 14
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