Sold by: Loka
If you've been utilizing NVIDIA GPUs for ML workloads but are intrigued by the potential cost and performance benefits of AWS Silicon, Loka provides a simple path to evaluation. Our AWS Silicon Migration Assessment benchmarks your existing ML workflows on NVIDIA GPUs against AWS silicon. This includes converting models from CUDA to Neuron and assessing performance on AWS Trainium instances, offering a direct comparison, benchmarking report and roadmap to migration.
Overview
Here's how it works:
Phase 1 - Discovery (1 week): Review your NVIDIA GPU-based ML setup, focusing on algorithms, training loops, and datasets. Establish benchmarks and success metrics compared to your current CUDA models.
Phase 2 - Neuron Porting & Model Deployment (4-8 weeks): Our team ports your ML models to AWS's Neuron and deploys them on Trainium instances, aiming for an isolated performance benchmark against NVIDIA GPUs.
Phase 3 - Benchmarking (1-2 weeks): Conduct a detailed performance and cost comparison between your Neuron models on Trainium and the NVIDIA GPU models. A conclusive report outlines benchmark reporting, comparisons and migration strategies to AWS silicon.
Highlights
- Deliverables to simplify your decision-making: - Direct comparison of AWS Silicon vs. NVIDIA GPUs: Focused on cost, performance, and efficiency. - Neuron-based model architecture: Tailored to optimize your ML workflows on AWS. - Comprehensive benchmarking report: Detailed insights and a roadmap for AWS Silicon adoption. - Strategic migration guidance: From pilot setup to full-scale deployment on AWS.
Details
Pricing
Custom pricing options
Pricing is based on your specific requirements and eligibility. To get a custom quote for your needs, request a private offer.
Legal
Content disclaimer
Vendors are responsible for their product descriptions and other product content. AWS does not warrant that vendors' product descriptions or other product content are accurate, complete, reliable, current, or error-free.
Support
Vendor support
To schedule your free Consultation contact Loka at AWS-team@loka.com , or your AWS representative.