Seshadri Dehalisan
Distinguished Cloud Architect
Sesh is a Distinguished Cloud Architect. His passion is in leveraging technology to enable business outcome especially in the areas of MLOps and Cloud Native solutions. He has an MBA from University of Minnesota and a bachelor's in engineering.
Recent Blogs
Scaling AI efficiently - OCI’s NVIDIA-accelerated breakthroughs in MLPerf training v4.1
Oracle’s recent participation in the MLPerf v4.1 training benchmark suite exemplifies the outstanding AI training capabilities of Oracle Cloud Infrastructure (OCI). Oracle achieved remarkable results, showcasing OCI’s scalability in handling extensive AI workloads.
Benchmark results of NVIDIA GH200 Superchip on OCI
Benchmarks are a means of evaluating the relative capabilities and performance of hardware. In machine learning (ML) and high-performance computing (HPC), benchmarks are essential to understand the efficiency in running workloads on compute infrastructure. This benchmark gives us a look at the power of the NVIDIA GH200 Grace Hopper Superchip running on Oracle Cloud Infrastructure (OCI)
MLPerf Training Benchmark 4.0 Results on OCI GPU Superclusters
Oracle participated in the MLPerf v4.0 Training Benchmark suite and achieved spectacular performance. Oracle Cloud Infrastructure (OCI) was able to scale linearly with the increase in the OCI Compute service with NVIDIA GPUs, providing evidence for reducing time-to-value for AI training workloads. The blog post outlines the benchmark results.
OCI delivers stellar generative AI performance in MLPerf Inference v4.0 benchmarks
The MLPerf 4.0 inference results showcase OCI’s competitive strength in AI infrastructure and ability to handle a wide array of workloads, including LLMs and recommendation systems. OCI has achieved stellar results in Inference v4.0 benchmark in OCI’s new BM.GPU.H100.8 shape powered by eight NVIDIA H100 Tensor Core GPUs and using NVIDIA TensorRT-LLM.
OCI’s exceptional performance for AI validated in MLPerf Inference v3.1 results
Oracle Cloud Infrastructure (OCI) has achieved strong results across multiple benchmarks in the MLCommons Inference Datacenter v3.1 suite, the industry standard for measuring AI infrastructure performance. OCI was tested across several shapes powered by NVIDIA GPUs, including the NVIDIA H100 Tensor Core GPU, the NVIDIA A100 Tensor Core GPU.