AI Chip Adaptation
Providing AI chip adaptation and performance tuning services for CPU/GPU/TPU/NPU
AI Drivers & Runtime
Providing hardware instruction set-level driver adaptation and low-overhead runtime services, enabling workloads to achieve stable performance on CPU/GPU/TPU/NPU.
Multi-AI Framework Support
Providing cross-framework adaptation services integrated across multiple AI frameworks including PyTorch, MindSpore, ONNX, llama.cpp, ensuring smooth model operation on XPU.
Multi-Platform Deployment & Optimization
Providing "Cloud-Edge-Device" multi-platform deployment and optimization implementation services with unified performance tuning and resource monitoring
Model & Algorithm Layer Optimization
Providing deep optimization services at model and algorithm layers: reducing model inference latency and improving training efficiency through operator fusion, quantization pruning, dynamic graph compilation, and hardware-aware scheduling
AI Application Development
Providing end-to-end AI application development services: from scenario requirement analysis, data governance, model fine-tuning/self-development, API/microservice encapsulation, to cloud-edge-device one-click deployment and continuous monitoring, delivering production-ready applications that can be directly implemented.