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Nikita Namjoshi

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Faster model training and experimentation with Vertex AIGoogle I/O 20222022-05-11
Shows how to convert a TensorFlow training script into a containerized Vertex AI job that runs MirroredStrategy on two V100 GPUs, reports metrics with the…
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Tips and tricks for distributed large model trainingGoogle I/O 20222022-05-11
Overview of practical distributed training strategies with concrete tooling and results: shows training a 39-billion-parameter language model on Cloud TPUs…
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Become a Cloud Machine Learning developer in 5 stepsGoogle I/O 20222022-05-11
Five concrete steps: export a Colab .ipynb, upload it to Vertex AI Workbench, switch to a TensorFlow 2 GPU kernel, swap a ResNet feature vector from TensorFlow…
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I'm a developer, how can I become an ML developer?Women in Machine Learning Symposium 20212021-10-19
Practical roadmap: follow the TensorFlow Developer Professional Certificate (CNNs, NLP, time series) then a deep learning nanodegree with PyTorch and a…
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