We are hring Software Engineers @ Hyderabad location | Experience : 4-5 Yrs | Education : CS or EE/CE degree | NP : 30 Days Mandatory skills: ML, C++ - Must Hands on experience in C/CPP, Python, NumPy, open CLC++ Hand on experience in ML frameworks like TensorFlow, PyTorch and ONNX Hand on experience in TVM REQUIRED KNOWLEDGE, SKILLS, AND ABILITIES: Hands on experience in C, C++, Python, NumPy, ML frameworks like TensorFlow, PyTorch, ONNX and others. Good knowledge of Linear algebra Knowledge of NWs optimization, graph lowering and finetuning Good analytical skills Good understanding of algorithms, OOPS concepts and SW Design Patterns. Good debugging skills. Strong knowledge of TVM FW Experience or knowledge in HW Architecture is an added advantage. Experience on full stack framework development l ike any of Multimedia frameworks, GStreamer, OpenVx, OpenMax, OpenGL, OpenGL-ES, Vulkun, Mesa, etc. is a plus. Experience on driver development on Linux platform . CLC/assembly compute kernels JOB RESPONSIBILITIES: Bring up, test and debug neural networks using ML frameworks like TensorFlow, PyTorch, ONNX etc Bring up and enhance TVM features Analyze and enhance efficiency & stability of neural networks. Develop & maintain Model Conversion Tool software stack Network Optimization, Node fusion, graph lowering, adding custom operations, profiling & performance fine tuning.
