Triton
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Explore more → **Triton**
What is Triton?
NVIDIA Triton Inference Server is a software framework designed to maximize the performance of AI model inference. It supports a variety of models and frameworks (TensorFlow, PyTorch, ONNX Runtime, etc.), enabling deployment on GPUs, CPUs, and cloud platforms. It's commonly used to serve AI models at scale with low latency and high throughput.
What other technologies are related to Triton?
Triton Competitor Technologies
TensorRT
TensorRT is an SDK for high-performance deep learning inference. It optimizes and deploys trained models, similar to Triton's goals of optimizing kernels, but at a higher level.
FasterTransformer
No summary available
FasterTransformer is a library for optimized transformer inference. It provides highly optimized kernels, which is similar to what Triton aims to enable.
TVM
TVM is a compiler framework for machine learning systems. It automates the optimization of machine learning models, with similar goals to Triton.
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Triton Complementary Technologies
CUTLASS
No summary available
CUTLASS is a collection of CUDA C++ template abstractions for implementing high-performance matrix-multiplication (GEMM) at all levels and scales within CUDA. Triton can use CUTLASS for optimized kernel generation.
MLIR
MLIR is a compiler infrastructure that can be used to represent and optimize Triton programs. Triton uses MLIR to generate optimized code for different backends.
XLA
XLA is a compiler for linear algebra that can be used as a backend for Triton. Triton can generate XLA code.
Which job functions commonly mention Triton?
MLOps Engineer
0.8% of all MLOps Engineer jobs mention Triton
View 63
jobs on Sumble
Machine Learning
0.5% of all Machine Learning jobs mention Triton
View 552
jobs on Sumble
AI Engineer
0.3% of all AI Engineer jobs mention Triton
View 286
jobs on Sumble
Research Scientist
0.1% of all Research Scientist jobs mention Triton
View 56
jobs on Sumble
Data, Analytics & Machine Learning
0.1% of all Data, Analytics & Machine Learning jobs mention Triton
View 948
jobs on Sumble
Which organizations are mentioning Triton?
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