…Getting started in 4 steps CompileIQ is a Python package with a simple workflow: Learn Install Define your objective Run pip install compileiq CompileIQ ships with compiler search spaces for both PTXAS…
…segmented reduction variant, new segmented scan and binary search primitives, and integrates with updated CUDA Python and CuPy for streamlined workflow and interoperability across frameworks. AI-generated content may summarize information incompletely…
…By integrating the RTX PRO 4500 Blackwell, PacBio achieved significant speedups in basecalling, the first computational step that converts raw instrument output into usable sequence data for downstream analysis. “PacBio HiFi sequencing…
…Developers can use various runtimes on a GPU or fall back to a CPU depending on available hardware for seamless integration of neural network features in real-time graphics workflows. This blog…
…This update simplifies include-path management, enabling faster implementation of portable and robust runtime compilation workflows. Integrated nvprune in nvcc : The inclusion of pruning capabilities directly within the compiler allows for more…
…kubectl apply -f results/disagg/top1/k8s_deploy.yaml This workflow generalizes across models and hardware. The same interface applies whether deploying Qwen3-32B on eight NVIDIA H200 GPUs or DeepSeek-V3…
…it tackles data bottlenecks natively on the device. Developers can easily integrate high-throughput compression directly into their Python workflows (such as PyTorch or TensorFlow). Measured checkpoint compression ratios We fine-tuned…
…generate a complete production-grade microservice with REST APIs, health monitoring, deployment automation, and Kafka integration — all in one development session. How to generate a VLM-powered vision AI application: Step 1…
…The architecture is built from the bottom up, starting with low-level communication protocols and moving up to high-level model-specific workflows. This post uses Boltz as the example codebase. To…
…Megatron Core framework modifications for supporting Dynamic-CP This section introduces the pipeline of Dynamic CP integration into Megatron Core. Building multiple context parallel groups per rank With standard context parallelism, each…