Apache TVM
compiler_stack
Overview
Developed byApache Software Foundation
Founded2017
LicenseApache License 2.0
Open source✓ Open Source
Use caseDeep learning model compilation and optimization
Integrates with
Also see
Competes with
Knowledge graph stats
Claims27
Avg confidence92%
Avg freshness100%
Last updatedUpdated yesterday
WikidataQ98270049
Trust distribution
100% unverified
Governance
Not assessed
Apache TVM
product
Open-source deep learning compiler stack for optimizing neural networks across diverse hardware backends.
Compare with...open source
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| true | ○Unverified | High | Fresh | 1 |
pricing model
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| free | ○Unverified | High | Fresh | 1 |
primary use case
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| Deep learning model compilation and optimization | ○Unverified | High | Fresh | 1 |
| Machine learning model optimization | ○Unverified | High | Fresh | 1 |
| deep learning compiler stack | ○Unverified | High | Fresh | 1 |
developed by
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| Apache Software Foundation | ○Unverified | High | Fresh | 1 |
supports hardware
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| GPU | ○Unverified | High | Fresh | 1 |
| CPU | ○Unverified | High | Fresh | 1 |
| NVIDIA GPU | ○Unverified | High | Fresh | 1 |
| ARM CPU | ○Unverified | High | Fresh | 1 |
| ARM | ○Unverified | High | Fresh | 1 |
| NVIDIA GPUs | ○Unverified | Moderate | Fresh | 1 |
| ARM processors | ○Unverified | Moderate | Fresh | 1 |
license type
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| Apache License 2.0 | ○Unverified | High | Fresh | 1 |
integrates with
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| PyTorch | ○Unverified | High | Fresh | 1 |
| TensorFlow | ○Unverified | High | Fresh | 1 |
| ONNX | ○Unverified | High | Fresh | 1 |
has python bindings
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| true | ○Unverified | High | Fresh | 1 |
founded year
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| 2017 | ○Unverified | High | Fresh | 1 |
written in
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| Python | ○Unverified | High | Fresh | 1 |
| C++ | ○Unverified | High | Fresh | 1 |
supports framework
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| PyTorch | ○Unverified | High | Fresh | 1 |
| ONNX | ○Unverified | High | Fresh | 1 |
| TensorFlow | ○Unverified | High | Fresh | 1 |
originally created by
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| University of Washington | ○Unverified | High | Fresh | 1 |
competes with
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| TensorRT | ○Unverified | Moderate | Fresh | 1 |
| TensorFlow Lite | ○Unverified | Moderate | Fresh | 1 |