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CrossMotive
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Software Engineer

Software Engineer

0 years

|

0 Lacs

Posted:4 days ago| Platform:

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Skills Required

software ml python numpy tensorflow pytorch onnx optimization algorithms design debugging stack development opengl linux test networks analyze efficiency stability model network fusion profiling

Work Mode

On-site

Job Type

Full Time

Job Description

Software Engineers

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 like 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.

More Jobs at CrossMotive

Software Engineer

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Experience: Not specified

Salary: Not disclosed

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