Speedup your

with accelerators-as-a-service,

An Integrated framework

Speedup your applications using accelerators in the cloud, instantly.

We develop high performance accelerators-as-a-service for widely-used cloud computing applications and data analytics such as: machine learning (classification, clustering, regression) compression, encryption, financial applications

The hardware accelerators of InAccel are fully compatible to Apache Spark ML framework and allows faster execution of Spark-based applications based on machine learning (ML, MLlib) libraries. InAcce's framework utilize FPGAs to accelerated the ML kernel without changing your Spark application.

InAccel develops hardware accelerators that are compatible with the Amazon AWS f1 platform. Use the hardware accelerator as an IP to speedup your application, seamlessly. InAccel is an official seller of Amazon AWS Marketplace. InAccel offers the accelerators in the form of IP cores (AFIs) and provides the integrated AMIs for the seamless integration in your code. ​

We develop custom hardware application for FPGAs tailored-made to your applications. The accelerators can be deployed in the Amazon AWS F1 and the Intel FPGA Platforms. ​Use the hardware accelerators to speedup your applications in terms of throughput and latency (execution time).


InAccel is an official member of the Xilinx Alliance Program, a worldwide ecosystem of qualified companies that offer IP cores, EDA tools and modules.
InAccel is a official Standard Technology partner of Amazon AWS specialized on f1 FPGA instances.
​InAccel is a official seller of Amazon AWS Marketplace and is specialized on the development of IP cores for Amazon f1 accelerators.


InAccel provides hardware accelerators for widely used algorithms for machine learning such as:
  • Classification and Regression
    • Logistic Regression
  • Clustering
    • K-Means
  • Collaborative filtering
    • Alternating Least Squares (ALS)

Data Processing

Improve the throughput and the latency of your applications that are computation intensive using accelerators for data processing:
  • Compression
  • Encryption
  • Hashing

Financial algorithms

Speedup your application with hardware accelerators as IP block for the following algorithms
  • Black&Scholes
  • Black77
  • Binomial

Try for free

Try now for free the Accelerated Machine Learning Library on Amazon AWS.

Single Node version

Single-node Machine learning accelerators for Amazon f1.x2large instances providing APIs for C/C++, Java, Python and Scala for easy integration

Distributed version for Apache Spark

Machine learning accelerators for Apache Spark providing all the required APIs and libraries for the seamless integration in distributed systems

InAccel advantages

Compatible with Amazon AWS

All accelerators are compatible with the Amazon AWS F1 instances. AWS compatibility allows easy and fast deployment of the accelerators and seamless integration with your current AWS applications.

Seamless integration with your code

InAccel provides all the required APIs for the seamless integration of the accelerators without any modifications on your original code.

Acceleration of your code

Accelerators from InAccel provide up to 10x speedup compared to contemporary processors in typical servers.

Supported APIs