AWS Lambda battle 2021: performance comparison for all languages (cold and warm start)
Let’s compare the performance of all supported runtimes + 2 custom runtimes (Rust and GraalVM). Will compare cold start and warm. Source code is here: https://github.com/Aleksandr-Filichkin/aws-lambda-runtimes-performance. It requires the minimum local setup(almost all is Dockerized) NodeJs (14.x)Python (3.9)Go(1.x)Ruby(2.7).Net(3.1)Java (11)Rust(1.54.0)GraalVM(21.2)Disclaimer:All benchmarks were
GPU Benchmarks for Deep Learning | Lambda
GPU Benchmark Methodology To measure the relative effectiveness of GPUs when it comes to training neural networks we’ve chosen training throughput as the measuring stick. Training throughput measures the number of samples (e.g. tokens, images, etc...) processed per second by the GPU. Using throughput instead of Floating Point Operations per Second (FLOPS) brings GPU performance into the realm of t
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