Intern (Technical-Engineering) – 40394BR | Synopsys | Hyderabad, Telangana

Job description:

Synopsys is looking for an experienced engineer to work on the development of programming and analysis tools for the programmable machine learning and AI accelerators.

Job duties and responsibilities:

  • Participate in the development of a deep learning compiler to import, convert and inference TensorFlow/tflite, ONNX, PyTorch etc. models on EV
  • Add new optimization passes to efficiently optimize the target models with given deep learning algorithm on EV
  • Maintain Synopsys Caffe, add new features and layer types for it when necessary
  • Maintain frontend regression tests and release jobs

Qualifications and Experience required:

  • Bachelors /Master of Science in Computer Science / Electronics engineering/Information Technology
  • Familiar with programming in Python and C/C++
  • Quite familiar with at least one deep learning frameworks (such as PyTorch/Tensorflow) and deep learning runtimes (such as ONNXRuntime)
  • Experience with Convolutional operations and matrix operations
  • Good exposure to Linux and Windows O/S
  • Excellent teamwork and communication skills

Preferred Experience:

  • Good understanding about ML model-level optimization techniques like Quantization Aware Training, Post training quantization and network pruning and conversion
  • Knowledge with bash and bat scripts

Job/Req. ID: 40394BR

Company: Synopsys

Location: Bangalore, KA

Job Category: Computer Science or Electronics Engineering

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