PRODUCTS & SOLUTIONS

CHT-Hardware

Let models and hardware unlock each other’s potential. Connect structural learning to target architectures for chip and system teams.

From model structure
to real-world performance.

  • Target platform and sparse formatsDefine supported N:M formats, numerical precision and the software stack.
  • Model structure and qualityBring structural constraints into model adaptation and evaluate task quality.
  • Operators, compilation and executionValidate the execution path, distinguishing simulation, compiler evaluation and device measurements.

Each project defines its dense baseline, quality requirements and acceptance criteria, connecting model-level progress to system-level value.

Discuss collaboration

Build a verifiable connection
between structure and hardware.

Model quality, sparsity formats, software paths and real workloads jointly determine system performance. Collaboration can begin with one specific challenge.

Explore the science