AccelForge

Navigation

Verified details

These details have been verified by PyPI
Maintainers
Avatar for tannerandrulis from gravatar.com tannerandrulis

Unverified details

These details have not been verified by PyPI
Meta
Report project as malware

Project description

AccelForge

Model, design, and explore tensor algebra accelerators.

AccelForge logo

PyPI Python License Docs

CI Code style: black PRs Welcome

AccelForge is a framework for modeling, designing, and exploring tensor algebra accelerators. It uses HWComponents as a backend for component cost modeling.

Learn more at the website or on GitHub.

⚡ Features

  • Flexible Full-Stack Modeling of a wide variety of devices, circuits, architectures, workloads, and mappings. We integrate with HWComponents, with easily-modifiable models for component costs (area, energy, leak power, and throughput).
  • Fast and optimal mapping of workloads onto architectures, yielding the best-possible performance and energy efficiency.
  • Fusion-aware mapping that optimizes fusion for cascades of Einsums, enabling end-to-end optimization of entire workloads.
  • Heterogenous Architectures that can include multiple types of compute units.
  • Strong input validation via Pydantic, with clear error reports for invalid specifications.
  • Pythonic Interfaces that enable easy automation and integration with other tools.

📦 Install

pip install accelforge

🧪 Examples

See examples/ for architectures and workloads, and notebooks/ for tutorials.

📚 Cite

If you use AccelForge in your work, please see Citing AccelForge for the relevant papers.

Project details

Verified details

These details have been verified by PyPI
Maintainers
Avatar for tannerandrulis from gravatar.com tannerandrulis

Unverified details

These details have not been verified by PyPI
Meta

Release history Release notifications | RSS feed

2026.1.13.139 yanked

Reason this release was yanked:

Old version, wrong number
This version

1.0.460

1.0.459

1.0.458

1.0.454

1.0.451

1.0.447

1.0.445

1.0.443

1.0.442

1.0.438

1.0.437

1.0.435

1.0.434

1.0.432

1.0.414

1.0.413

1.0.408

1.0.401

1.0.400

1.0.395

1.0.394

1.0.393

1.0.392

1.0.390

1.0.387

1.0.386

1.0.384

1.0.383

1.0.382

1.0.381

1.0.380

1.0.377

1.0.371

1.0.365

1.0.364

1.0.362

1.0.361

1.0.360

1.0.355

1.0.354

1.0.352

1.0.351

1.0.348

1.0.347

1.0.346

1.0.345

1.0.343

1.0.341

1.0.340

1.0.339

1.0.336

1.0.335

1.0.334

1.0.333

1.0.331

1.0.308

1.0.307

1.0.306

1.0.304

1.0.302

1.0.300

1.0.296

1.0.295

1.0.291

1.0.286

1.0.279

1.0.275

1.0.252

1.0.251

1.0.250

1.0.249

1.0.248

1.0.247

1.0.244

1.0.243

1.0.242

1.0.241

1.0.240

1.0.237

1.0.170

1.0.169

1.0.168

1.0.167

1.0.166

1.0.165

1.0.159

1.0.158

1.0.157

1.0.156

1.0.155

1.0.154

1.0.153

1.0.151

1.0.150

1.0.149

1.0.146

1.0.144

1.0.143

1.0.142

1.0.141

1.0.140

1.0.139

1.0.138

1.0.120

1.0.119

1.0.118

1.0.117

1.0.116

1.0.115

1.0.114

1.0.113

1.0.112

1.0.111

1.0.110

1.0.108

1.0.107

1.0.106

1.0.105

1.0.103

1.0.102

1.0.101

1.0.100

1.0.98

1.0.97

1.0.95

1.0.94

1.0.93

1.0.92

1.0.91

1.0.90

1.0.89

1.0.86

1.0.85

1.0.84

1.0.82

1.0.80

1.0.79

1.0.77

1.0.76

1.0.75

1.0.73

1.0.70

1.0.69

1.0.68

1.0.66

1.0.65

1.0.64

1.0.63

1.0.61

1.0.59

1.0.58

1.0.57

1.0.56

1.0.55

1.0.54

1.0.53

1.0.52

1.0.51

1.0.50

1.0.48

1.0.47

1.0.46

1.0.45

1.0.44

1.0.43

1.0.42

1.0.41

1.0.40

1.0.39

1.0.37

1.0.36

1.0.35

1.0.33

1.0.32

1.0.30

1.0.29

1.0.26

1.0.25

1.0.24

1.0.23

1.0.22

1.0.21

1.0.20

1.0.19

1.0.18

1.0.17

1.0.15

1.0.14

1.0.13

1.0.12

1.0.11

1.0.10

1.0.9

1.0.8

1.0.2

1.0.1

0.0.1

Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

accelforge-1.0.460.tar.gz (1.1 MB view details)

Uploaded Source

Built Distribution

If you're not sure about the file name format, learn more about wheel file names.

accelforge-1.0.460-py3-none-any.whl (1.3 MB view details)

Uploaded Python 3

File details

Details for the file accelforge-1.0.460.tar.gz.

File metadata

  • Download URL: accelforge-1.0.460.tar.gz
  • Upload date:
  • Size: 1.1 MB
  • Tags: Source
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.12

File hashes

Hashes for accelforge-1.0.460.tar.gz
Algorithm Hash digest
SHA256 86ddd4f0668bc99ec8e528963a17fe1f863243ac3edf709ea96b9b4d32ad7597
MD5 452eac58ae74443f8d068e9740d2d8f0
BLAKE2b-256 c0ce9f144413110f16c5fb9bf6ee9aca44cf6a006ab926087f352d39b893e60e

See more details on using hashes here.

Provenance

The following attestation bundles were made for accelforge-1.0.460.tar.gz:

Publisher: tests_and_publish.yaml on Accelergy-Project/accelforge

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file accelforge-1.0.460-py3-none-any.whl.

File metadata

  • Download URL: accelforge-1.0.460-py3-none-any.whl
  • Upload date:
  • Size: 1.3 MB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.12

File hashes

Hashes for accelforge-1.0.460-py3-none-any.whl
Algorithm Hash digest
SHA256 bc99b3e7b2d347a28220e5cf912db09b18b67f676672b08213a0b50f864b9388
MD5 7c752cf94398be4166014a98f6e1255e
BLAKE2b-256 63286d76e7522ef256ee5591172669a0319dd3f175781be7972853d29c1b4fb9

See more details on using hashes here.

Provenance

The following attestation bundles were made for accelforge-1.0.460-py3-none-any.whl:

Publisher: tests_and_publish.yaml on Accelergy-Project/accelforge

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

Supported by

AWS Cloud computing and Security Sponsor Datadog Monitoring Depot Continuous Integration Fastly CDN Google Download Analytics Pingdom Monitoring Sentry Error logging StatusPage Status page