AWS Machine Learning

MARCH 13, 2024

. * The `if __name__ == "__main__"` block checks if the script is being run directly or imported. To run the script, you can use the following command: ``` python hello.py ``` * The output will be printed in the console: ``` Hello, world! If it is run directly, the `hello()` function is called. * This looks pretty good!

Benchmark 105

Benchmark Scripts APIs Feedback 105

JustCall

APRIL 5, 2023

That said, the platform supports diverse IP phones that can be purchased through an account holder’s administration portal. 8×8 provides solutions for VoIP calls, video conferencing, APIs for SMS and chat, and so on, and also integrates with third-party solutions like Microsoft Teams, Salesforce, Google Workspace, and Freshdesk.

voip 52

voip Enterprise Interactive Voice Response CRM 52

Pointillist

JULY 25, 2018

Pointillist can handle data in all forms, whether it is in tables, excel files, server logs, or 3rd party APIs. During onboarding, the data will remain on your Pointillist-hosted SFTP server until the customer success team has created and quality-checked the requisite ingestion script. This process typically takes 1-2 days.

Analytics 43

Analytics Metrics Government Journey mapping 43

AWS Machine Learning

FEBRUARY 6, 2023

The former question addresses model selection across model architectures, while the latter question concerns benchmarking trained models against a test dataset. This post provides details on how to implement large-scale Amazon SageMaker benchmarking and model selection tasks. swin-large-patch4-window7-224 195.4M efficientnet-b5 29.0M

APIs 71

APIs Scripts Metrics Benchmark 71

AWS Machine Learning

JANUARY 19, 2024

We use the Recognizing Textual Entailment dataset from the GLUE benchmarking suite. Choose Request increase at account-level. The requested quota approval may take some time to complete depending on the account permissions. The following diagram provides an overview of the workflow explained in this post. Choose Request.

Metrics 95

Metrics Scripts Benchmark Enterprise 95

AWS Machine Learning

APRIL 27, 2023

Similar to the process of PyTorch integration with C++ code, Neuron CustomOps requires a C++ implementation of an operator via a NeuronCore-ported subset of the Torch C++ API. Finally, the custom library is built by calling the load API. For more information, refer to Custom Operators API Reference Guide [Experimental].

APIs 73

APIs Engineering Scripts Benchmark 73

AWS Machine Learning

MAY 31, 2023

In 2018, BERT-large made its debut with its 340 million parameters and innovative transformer architecture, setting the benchmark for performance on NLP tasks. The endpoint comes pre-loaded with the model and ready to serve queries via an easy-to-use API and Python SDK, so you can hit the ground running. 24xlarge instance.

Scripts 68

Scripts Engineering Accountability APIs 68

AWS Machine Learning

JUNE 6, 2023

The following figure shows a performance benchmark of fine-tuning a RoBERTa model on Amazon EC2 p4d.24xlarge inference with AWS Graviton processors for details on AWS Graviton-based instance inference performance benchmarks for PyTorch 2.0. Run your DLC container with a model training script to fine-tune the RoBERTa model.

Scripts 69

Scripts APIs Benchmark Management 69

AWS Machine Learning

FEBRUARY 16, 2023

Briefly, this is made possible by an installation script specified by CustomActions in the YAML file used for creating the ParallelCluster (see Create ParallelCluster ). You can invoke neuron-top during the training script run to inspect NeuronCore utilization at each node. Complete instructions can be found on GitHub.

Scripts 83

Scripts APIs Benchmark Engineering 83

AWS Machine Learning

MARCH 14, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Mistral AI, Stability AI, and Amazon via a single API. Kojima et al. 2022) introduced an idea of zero-shot CoT by using FMs’ untapped zero-shot capabilities.

Best practices 103

Best practices Engineering Chatbots Enterprise 103