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Chaim Rand profile picture

Chaim Rand

I am a Machine Learning Algorithm Developer working on Autonomous Vehicle technologies at Mobileye.

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On the Programmability of AWS Trainium and Inferentia
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On the Programmability of AWS Trainium and Inferentia

#aws #ec2 #ai #machinelearning
2
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15 min read
AI Model Optimization on AWS Inferentia and Trainium
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AI Model Optimization on AWS Inferentia and Trainium

#aws #ec2 #ai #machinelearning
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11 min read
Training AI Models on CPU on AWS EC2
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Training AI Models on CPU on AWS EC2

#ec2 #ai #aws #machinelearning
2
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16 min read
A Priority Based Scheduler for Amazon SageMaker Training Jobs
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A Priority Based Scheduler for Amazon SageMaker Training Jobs

#sagemaker #aws #deeplearning #mlop
3
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14 min read
Retaining Amazon SageMaker Instance Capacity with SageMaker Managed Warm Pools
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Retaining Amazon SageMaker Instance Capacity with SageMaker Managed Warm Pools

#sagemaker #cloudml #aws
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5 min read
Optimizing Instance Type Selection for AI Development in Cloud Spot Markets
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Optimizing Instance Type Selection for AI Development in Cloud Spot Markets

#deeplearning #ec2 #mlops #spot
3
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11 min read
Debugging and Tuning Amazon SageMaker Training Jobs with SageMaker SSH Helper
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Debugging and Tuning Amazon SageMaker Training Jobs with SageMaker SSH Helper

#aws #sagemaker #mlops #deeplearning
2
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11 min read
Using Server-less Functions to Govern and Monitor Cloud-Based Training Experiments
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Using Server-less Functions to Govern and Monitor Cloud-Based Training Experiments

2
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12 min read
Accelerating PyTorch Training Workloads with FP8
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Accelerating PyTorch Training Workloads with FP8

#ai #deeplearning
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9 min read
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