TorsoHPC provides HPCaaS and LAaaS (Linear Algebra as a Service) for large-scale Scientific Computing, CAE, and AI workloads. Define problems locally, execute them on optimized clusters, and reuse data instantly via CAS.
Transitioning from local scripts to production-ready remote compute usually requires months of backend engineering. TorsoHPC eliminates that complexity with three core architectural pillars:
One API, Every Backend. TorsoHPC dynamic dispatchers offload kernels to Intel MKL (AVX-512), NVIDIA cuBLAS (CUDA), or AMGCL/Blaze. Using GPU native algorithms and full FP16/32/64 support, we ensure numerical safety while saturating total hardware bandwidth across many architectures.
Eliminate redundant data transfer. Our CAS (Content-Addressable Storage) identifies data by its Intrinsic Mathematical Signature. Upload a 10GB matrix once—reuse it across any session or client instantly.
Every matrix/data upload is secured with AES-GCM 256-bit encryption at rest and in transit. TorsoHPC ensures strict user isolation and provides an audit-ready "Seek-Back" header for metadata without decryption.
Time saved performing a Sparse Linear Solve (Ax=b) on a 1.2GB Matrix over a 100Mbps link.
| Scenario | Data Transfer | Time to Result |
|---|---|---|
| Traditional Remote Execution Raw Upload + Compute |
1,200 MB | 112s |
| TorsoHPC (Initial Run) Encrypted V3 Stream + Compute |
1,200 MB | 84s |
| TorsoHPC (Repeat Solve) CAS Cache Hit + Compute |
0 MB | 12s (89% Faster) |
Tested on AMD Ryzen 7 PRO / NVIDIA A100 Backend.
Optimized pipelines for engineering and AI.
Upload your stiffness matrix once. Solve against 500 different load vectors without re-transferring the geometry data.
Offload heavy GEMM/GEMV primitives to remote GPU nodes while maintaining a clean Python-based development loop.
Inject remote compute directly into existing scientific codebases via the torso_client.hpp native C++ header.
TorsoHPC fits into your security model, not the other way around.
Get started in seconds. Secure multi-tenant access to our global GPU/MKL nodes.
Deploy TorsoHPC inside your AWS/GCP/Azure subnet for zero-latency VPC peering.
Complete sovereignty. Run the Compute Server on your own HPC hardware with no external link.
TorsoHPC offers a flat, transparent pricing model to keep your experience positive and predictable.
You only pay for what you use.
A transparent, high-performance pipeline with real-time encrypted streaming.