Choose an off-the-shelf model, or upload your own and receive a cross-hardware performance analysis to your inbox, for free!
The methods to grant us secure access to benchmark your model:
We respect your privacy and confidentiality:
Model weights can be random.
We never keep a copy of the model after analysis
The inference performance of your deep learning model will determine the viability of your solution in a production environment. An inefficient and uneconomical model could determine the entire fate of your product. That said, estimating the performance impact is far from simple. The hardware's compute power in your production environment, as well as the influence of inefficient code, can obscure this critical estimation process.
We currently analyze model latency, throughput, cost per 100K samples on the cloud, and memory usage — all compared across multiple batch sizes and hardware types.
During our analysis, the DIPS engine runs a forward pass of the model and automatically checks its performance on several environments. It then provides you with a comprehensive analysis of the model’s performance along with actionable insights and recommendations. In the report, we specify the exact conditions of all measurements to ensure standardization and provide reproducible results.
We currently support:
Your framework isn’t listed? Let us know.
We currently support the following AWS instances:
Interested in a different cloud provider or other hardware? Let us know
Completing this wizard will take less than 2 minutes and you’ll get the report by mail within 24 hours.
Yes. This service and all costs associated with model inferencing are absorbed by Deci.
Just send the model file (no weights needed!). You can send us an open link, upload the model or choose to be contacted by one of our specialists.
Last updated: March, 15, 2020
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