mars
stable

Getting Started

  • Standalone mode
  • Run on Clusters

Tensor Interface

  • Overview
  • Create Mars tensor
  • Universal Functions (ufunc)
  • Routines
  • Sparse tensor
  • Local Execution
  • Eager Mode

Distributed Scheduling

  • Architecture
  • Graph Preparation
  • Scheduling Policy
  • Operand States
  • Execution in Worker
  • Fault Tolerance

Contribution Guide

  • Contributing to Mars
mars
  • Docs »
  • Mars tensor - distributed tensor with NumPy-like API
  • Edit on GitHub

Mars tensor - distributed tensor with NumPy-like APIΒΆ


  • Overview
  • Create Mars tensor
    • mars.tensor.tensor
    • mars.tensor.array
    • Create tensor on GPU
    • Create sparse tensor
    • Chunks
  • Universal Functions (ufunc)
    • Available ufuncs
  • Routines
    • Tensor Creation Routines
    • Tensor Manipulation Routines
    • Binary Operations
    • Discrete Fourier Transform
    • Indexing Routines
    • Linear Algebra
    • Logic Functions
    • Mathematical Functions
    • Random Sampling
    • Set routines
    • Sorting, Searching, and Counting
    • Statistics
  • Sparse tensor
    • Functions to create sparse tensor
  • Local Execution
    • Session
    • Execute a tensor
  • Eager Mode

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