TensorFlow · FinOps Profile

Tensorflow Finops

FOCUS-aligned FinOps for TensorFlow: TensorFlow itself is free open-source software (Apache 2.0); the FinOps surface is the underlying compute, accelerator, and storage spend incurred by training and serving TensorFlow workloads on cloud or on-prem infrastructure.

Tensorflow Finops is the FinOps profile for TensorFlow on the APIs.io network, aligned with the FinOps Foundation Framework.

It defines 3 billable meters, billed in USD, on a on-demand cycle, and pricing category open source.

The profile maps 5 FOCUS columns for cost-allocation reporting.

Tagged areas include FinOps, FOCUS, Machine Learning, and Open Source.

Category: Machine Learning Framework Pricing: Open Source Billing: On-Demand FOCUS v1.3
FinOpsFOCUSMachine LearningOpen Source

Framework Alignment

Framework
FinOps Foundation Framework
Data Spec
FOCUS v1.3

Charge Categories

Usage

FOCUS Columns

BillingCurrency
USD
ProviderName
TensorFlow
PublisherName
TensorFlow contributors / Google LLC
ServiceCategory
Machine Learning Framework
ServiceName
TensorFlow

Meters

training_accelerator_hours
Unit: instance-hour
inference_accelerator_hours
Unit: instance-hour
model_storage
Unit: GB-month

Sources