Reduce your AWS DeepRacer
costs with these tips
costs with these tips
These proven tips can save you up to 30% on AWS costs!
* Savings are averaged out across customers & services
AWS DeepRacer cost saving tips Optimize your AWS DeepRacer costs with these tips
Use Free League Events
Participate in free AWS DeepRacer League events to hone your autonomous racing skills. This is a cost-effective way to train your reinforcement learning models.
Optimized Training Regime
Optimize reinforcement learning hyperparameters and training regimen to decrease iterations. Each iteration incurs cost, thus fewer iterations mean lower costs.
Reuse Pre-Trained Models
Using pre-existing models from the AWS DeepRacer model marketplace can be cheaper than training new ones. Only create new models if the existing ones don't meet your needs.
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About Alex I am your AWS cost saving guru, ready to slash your AWS costs!
As a CTO at various start-ups and scale-ups, I've seen too often how AWS costs can sneak up on you. It used to be something we'd only think about when there was a problem—either it wasn't working like we needed it to, or the expenses were through the roof. I took my know-how in AWS and made it my goal to change that. Now, I use a simple rule to make a big impact: focus on the few changes that make the biggest difference in cutting costs.
I look at your AWS bills with a fine-tooth comb and find where you can save money without losing performance. It's about being smart with your resources and making sure AWS works for you, not against you. By doing this, I help your teams do more with less, and make sure we keep your cloud spending in check.
About AWS DeepRacer Service information & pricing
About AWS DeepRacer
AWS DeepRacer is a 3D racing simulator leveraging reinforcement learning for autonomous race cars training. It offers an educational gaming platform for developers to explore machine learning using Amazon SageMaker for model building and testing. The models can be implemented in real cars or simulated races. Global competitions for prizes are also available. AWS DeepRacer Evo, an advanced version, comes with stereo cameras and LiDAR sensor for better racing outcomes.
AWS DeepRacer pricing
AWS DeepRacer's Free Tier provides 10 hours for model training, evaluation, and 5GB storage free in the first month. Following this, costs are $3.50 per hour for training or evaluation and $0.023/GB-month for storage. AWS DeepRacer car, Evo, and Sensor Kit are priced at $399, $598, and $249 respectively. Monthly model storage and submission cost stands at approximately $0.18.