mirror of https://github.com/tracel-ai/burn.git
Update projects (#29)
This commit is contained in:
parent
548a1be488
commit
bd36023b06
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@ -26,8 +26,29 @@ jobs:
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env:
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env:
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CRATES_IO_API_TOKEN: ${{ secrets.CRATES_IO_API_TOKEN }}
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CRATES_IO_API_TOKEN: ${{ secrets.CRATES_IO_API_TOKEN }}
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publish-burn:
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publish-burn-dataset:
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needs: publish-burn-tensor
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needs: publish-burn-tensor
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name: publish-burn-dataset
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runs-on: ubuntu-latest
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steps:
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- name: checkout
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uses: actions/checkout@v2
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- name: install rust nightly
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uses: actions-rs/toolchain@v1
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with:
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profile: minimal
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toolchain: nightly
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components: rustfmt
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override: true
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- name: publish burn-dataset to crates.io
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run: ./ci/publish.sh burn-dataset
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env:
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CRATES_IO_API_TOKEN: ${{ secrets.CRATES_IO_API_TOKEN }}
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publish-burn:
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needs: publish-burn-dataset
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name: publish-burn
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name: publish-burn
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runs-on: ubuntu-latest
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runs-on: ubuntu-latest
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steps:
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steps:
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@ -20,8 +20,10 @@ jobs:
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- name: check format
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- name: check format
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run: |
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run: |
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cd burn
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cargo fmt --check --all
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cargo fmt --check --all
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- name: check tests
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- name: check tests
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run: |
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run: |
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cd burn
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cargo test
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cargo test
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@ -1,15 +1,4 @@
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# Generated by Cargo
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target
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# will have compiled files and executables
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/target/
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|
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# Remove Cargo.lock from gitignore if creating an executable, leave it for libraries
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# More information here https://doc.rust-lang.org/cargo/guide/cargo-toml-vs-cargo-lock.html
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Cargo.lock
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Cargo.lock
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|
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# These are backup files generated by rustfmt
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# These are backup files generated by rustfmt
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**/*.rs.bk
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**/*.rs.bk
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# Added by cargo
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/target
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46
Cargo.toml
46
Cargo.toml
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@ -1,40 +1,8 @@
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[package]
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[workspace]
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name = "burn"
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version = "0.1.0"
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authors = ["nathanielsimard <nathaniel.simard.42@gmail.com>"]
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description = "BURN: Burn Unstoppable Rusty Neurons"
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repository = "https://github.com/nathanielsimard/burn"
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readme="README.md"
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keywords = ["deep-learning", "machine-learning", "tensor", "pytorch", "ndarray"]
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categories = ["science"]
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license = "MIT"
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edition = "2021"
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[features]
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members = [
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default = ["tch", "ndarray"]
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"burn",
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tch = ["burn-tensor/tch"]
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"burn-derive",
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ndarray = ["burn-tensor/ndarray"]
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"burn-tensor",
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"burn-dataset",
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[dependencies]
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]
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burn-tensor = { path = "./burn-tensor", version = "0.1.0", default-features = false }
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burn-dataset = { path = "./burn-dataset", version = "0.1.0", default-features = false }
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burn-derive = { path = "./burn-derive", version = "0.1.0" }
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# Metrics
|
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nvml-wrapper = "0.8"
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||||||
textplots = "0.8"
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||||||
# Console
|
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||||||
indicatif = "0.17"
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||||||
|
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num-traits = "0.2"
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||||||
derive-new = "0.5"
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rand = "0.8"
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|
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||||||
# Serialize Deserialize
|
|
||||||
serde = { version = "1.0", features = ["derive"] }
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||||||
serde_json = "1.0"
|
|
||||||
flate2 = "1.0"
|
|
||||||
|
|
||||||
[dev-dependencies]
|
|
||||||
burn-dataset = { path = "./burn-dataset", version = "0.1.0", features = ["fake"] }
|
|
||||||
|
|
|
@ -0,0 +1,201 @@
|
||||||
|
Apache License
|
||||||
|
Version 2.0, January 2004
|
||||||
|
http://www.apache.org/licenses/
|
||||||
|
|
||||||
|
TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION
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|
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22
README.md
22
README.md
|
@ -1,9 +1,15 @@
|
||||||
# BURN
|
<div align="center">
|
||||||
|
<img src="./assets/logo-burn-full.png" width="200px"/>
|
||||||
|
|
||||||
> BURN: Burn Unstoppable Rusty Neurons
|
[![Current Crates.io Version](https://img.shields.io/crates/v/burn.svg)](https://crates.io/crates/burn)
|
||||||
|
[![Test Status](https://github.com/burn-rs/burn/actions/workflows/test-burn.yml/badge.svg)](https://github.com/burn-rs/burn/actions/workflows/test-burn.yml)
|
||||||
|
[![Documentation](https://docs.rs/burn/badge.svg)](https://docs.rs/burn-tensor)
|
||||||
|
[![license](https://shields.io/badge/license-MIT%2FApache--2.0-blue)](https://github.com/burn-rs/burn/blob/master/LICENSE)
|
||||||
|
|
||||||
This library aims to be a complete deep learning framework with extreme flexibility written in Rust.
|
<div align="left">
|
||||||
The goal would be to satisfy researchers as well as practitioners making it easier to experiment, train and deploy your solution.
|
|
||||||
|
> This library aims to be a complete deep learning framework with extreme flexibility written in Rust.
|
||||||
|
> The goal would be to satisfy researchers as well as practitioners making it easier to experiment, train and deploy your solution.
|
||||||
|
|
||||||
## Why Rust?
|
## Why Rust?
|
||||||
|
|
||||||
|
@ -14,9 +20,5 @@ Also, asynchronous sparsely activated networks without copying weights is kind o
|
||||||
|
|
||||||
## Burn-Tensor
|
## Burn-Tensor
|
||||||
|
|
||||||
BURN has its own tensor library supporting multiple backends, it can also be used for other scientific computing applications.
|
Burn has its own tensor library supporting multiple backends, it can also be used for other scientific computing applications.
|
||||||
Click [here](./burn-tensor/) for more details.
|
Click [here](../burn-tensor/) for more details.
|
||||||
|
|
||||||
## Module Definition
|
|
||||||
|
|
||||||
Currently working on it ... 💻
|
|
||||||
|
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@ -1,15 +0,0 @@
|
||||||
# Generated by Cargo
|
|
||||||
# will have compiled files and executables
|
|
||||||
/target/
|
|
||||||
|
|
||||||
# Remove Cargo.lock from gitignore if creating an executable, leave it for libraries
|
|
||||||
# More information here https://doc.rust-lang.org/cargo/guide/cargo-toml-vs-cargo-lock.html
|
|
||||||
Cargo.lock
|
|
||||||
|
|
||||||
# These are backup files generated by rustfmt
|
|
||||||
**/*.rs.bk
|
|
||||||
|
|
||||||
|
|
||||||
# Added by cargo
|
|
||||||
|
|
||||||
/target
|
|
|
@ -0,0 +1,201 @@
|
||||||
|
Apache License
|
||||||
|
Version 2.0, January 2004
|
||||||
|
http://www.apache.org/licenses/
|
||||||
|
|
||||||
|
TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION
|
||||||
|
|
||||||
|
1. Definitions.
|
||||||
|
|
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APPENDIX: How to apply the Apache License to your work.
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|
@ -0,0 +1,8 @@
|
||||||
|
# Burn Dataset
|
||||||
|
|
||||||
|
> [Burn](https://github.com/burn-rs/burn) Dataset Library
|
||||||
|
|
||||||
|
[![Current Crates.io Version](https://img.shields.io/crates/v/burn-dataset.svg)](https://crates.io/crates/burn-dataset)
|
||||||
|
[![license](https://shields.io/badge/license-MIT%2FApache--2.0-blue)](https://github.com/burn-rs/burn-dataset/blob/master/README.md)
|
||||||
|
|
||||||
|
This library provides multiple dataset implementations, transformations and sources to easily create your ML data pipelines.
|
|
@ -1,15 +0,0 @@
|
||||||
# Generated by Cargo
|
|
||||||
# will have compiled files and executables
|
|
||||||
/target/
|
|
||||||
|
|
||||||
# Remove Cargo.lock from gitignore if creating an executable, leave it for libraries
|
|
||||||
# More information here https://doc.rust-lang.org/cargo/guide/cargo-toml-vs-cargo-lock.html
|
|
||||||
Cargo.lock
|
|
||||||
|
|
||||||
# These are backup files generated by rustfmt
|
|
||||||
**/*.rs.bk
|
|
||||||
|
|
||||||
|
|
||||||
# Added by cargo
|
|
||||||
|
|
||||||
/target
|
|
|
@ -1,6 +1,16 @@
|
||||||
[package]
|
[package]
|
||||||
name = "burn-derive"
|
name = "burn-derive"
|
||||||
version = "0.1.0"
|
version = "0.1.0"
|
||||||
|
authors = ["nathanielsimard <nathaniel.simard.42@gmail.com>"]
|
||||||
|
|
||||||
|
description = """
|
||||||
|
Burn derive crate.
|
||||||
|
"""
|
||||||
|
repository = "https://github.com/nathanielsimard/burn/tree/main/burn-dataset"
|
||||||
|
readme="README.md"
|
||||||
|
keywords = []
|
||||||
|
categories = ["science"]
|
||||||
|
license = "MIT/Apache-2.0"
|
||||||
edition = "2021"
|
edition = "2021"
|
||||||
|
|
||||||
[lib]
|
[lib]
|
||||||
|
|
|
@ -0,0 +1,201 @@
|
||||||
|
Apache License
|
||||||
|
Version 2.0, January 2004
|
||||||
|
http://www.apache.org/licenses/
|
||||||
|
|
||||||
|
TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION
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|
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or as an addendum to the NOTICE text from the Work, provided
|
||||||
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that such additional attribution notices cannot be construed
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You may add Your own copyright statement to Your modifications and
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||||||
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the conditions stated in this License.
|
||||||
|
|
||||||
|
5. Submission of Contributions. Unless You explicitly state otherwise,
|
||||||
|
any Contribution intentionally submitted for inclusion in the Work
|
||||||
|
by You to the Licensor shall be under the terms and conditions of
|
||||||
|
this License, without any additional terms or conditions.
|
||||||
|
Notwithstanding the above, nothing herein shall supersede or modify
|
||||||
|
the terms of any separate license agreement you may have executed
|
||||||
|
with Licensor regarding such Contributions.
|
||||||
|
|
||||||
|
6. Trademarks. This License does not grant permission to use the trade
|
||||||
|
names, trademarks, service marks, or product names of the Licensor,
|
||||||
|
except as required for reasonable and customary use in describing the
|
||||||
|
origin of the Work and reproducing the content of the NOTICE file.
|
||||||
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|
||||||
|
7. Disclaimer of Warranty. Unless required by applicable law or
|
||||||
|
agreed to in writing, Licensor provides the Work (and each
|
||||||
|
Contributor provides its Contributions) on an "AS IS" BASIS,
|
||||||
|
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or
|
||||||
|
implied, including, without limitation, any warranties or conditions
|
||||||
|
of TITLE, NON-INFRINGEMENT, MERCHANTABILITY, or FITNESS FOR A
|
||||||
|
PARTICULAR PURPOSE. You are solely responsible for determining the
|
||||||
|
appropriateness of using or redistributing the Work and assume any
|
||||||
|
risks associated with Your exercise of permissions under this License.
|
||||||
|
|
||||||
|
8. Limitation of Liability. In no event and under no legal theory,
|
||||||
|
whether in tort (including negligence), contract, or otherwise,
|
||||||
|
unless required by applicable law (such as deliberate and grossly
|
||||||
|
negligent acts) or agreed to in writing, shall any Contributor be
|
||||||
|
liable to You for damages, including any direct, indirect, special,
|
||||||
|
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|
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|
||||||
|
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|
||||||
|
work stoppage, computer failure or malfunction, or any and all
|
||||||
|
other commercial damages or losses), even if such Contributor
|
||||||
|
has been advised of the possibility of such damages.
|
||||||
|
|
||||||
|
9. Accepting Warranty or Additional Liability. While redistributing
|
||||||
|
the Work or Derivative Works thereof, You may choose to offer,
|
||||||
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and charge a fee for, acceptance of support, warranty, indemnity,
|
||||||
|
or other liability obligations and/or rights consistent with this
|
||||||
|
License. However, in accepting such obligations, You may act only
|
||||||
|
on Your own behalf and on Your sole responsibility, not on behalf
|
||||||
|
of any other Contributor, and only if You agree to indemnify,
|
||||||
|
defend, and hold each Contributor harmless for any liability
|
||||||
|
incurred by, or claims asserted against, such Contributor by reason
|
||||||
|
of your accepting any such warranty or additional liability.
|
||||||
|
|
||||||
|
END OF TERMS AND CONDITIONS
|
||||||
|
|
||||||
|
APPENDIX: How to apply the Apache License to your work.
|
||||||
|
|
||||||
|
To apply the Apache License to your work, attach the following
|
||||||
|
boilerplate notice, with the fields enclosed by brackets "[]"
|
||||||
|
replaced with your own identifying information. (Don't include
|
||||||
|
the brackets!) The text should be enclosed in the appropriate
|
||||||
|
comment syntax for the file format. We also recommend that a
|
||||||
|
file or class name and description of purpose be included on the
|
||||||
|
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|
||||||
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|
||||||
|
|
||||||
|
Copyright [yyyy] [name of copyright owner]
|
||||||
|
|
||||||
|
Licensed under the Apache License, Version 2.0 (the "License");
|
||||||
|
you may not use this file except in compliance with the License.
|
||||||
|
You may obtain a copy of the License at
|
||||||
|
|
||||||
|
http://www.apache.org/licenses/LICENSE-2.0
|
||||||
|
|
||||||
|
Unless required by applicable law or agreed to in writing, software
|
||||||
|
distributed under the License is distributed on an "AS IS" BASIS,
|
||||||
|
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
||||||
|
See the License for the specific language governing permissions and
|
||||||
|
limitations under the License.
|
|
@ -0,0 +1,21 @@
|
||||||
|
MIT License
|
||||||
|
|
||||||
|
Copyright (c) 2022 Nathaniel Simard
|
||||||
|
|
||||||
|
Permission is hereby granted, free of charge, to any person obtaining a copy
|
||||||
|
of this software and associated documentation files (the "Software"), to deal
|
||||||
|
in the Software without restriction, including without limitation the rights
|
||||||
|
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
|
||||||
|
copies of the Software, and to permit persons to whom the Software is
|
||||||
|
furnished to do so, subject to the following conditions:
|
||||||
|
|
||||||
|
The above copyright notice and this permission notice shall be included in all
|
||||||
|
copies or substantial portions of the Software.
|
||||||
|
|
||||||
|
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
|
||||||
|
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
|
||||||
|
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
|
||||||
|
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
|
||||||
|
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
|
||||||
|
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
|
||||||
|
SOFTWARE.
|
|
@ -0,0 +1,6 @@
|
||||||
|
# Burn Derive
|
||||||
|
|
||||||
|
This crate should only be used with [burn](https://github.com/burn-rs/burn).
|
||||||
|
|
||||||
|
[![Current Crates.io Version](https://img.shields.io/crates/v/burn-derive.svg)](https://crates.io/crates/burn-derive)
|
||||||
|
[![license](https://shields.io/badge/license-MIT%2FApache--2.0-blue)](https://github.com/burn-rs/burn-derive/blob/master/README.md)
|
|
@ -1,15 +0,0 @@
|
||||||
# Generated by Cargo
|
|
||||||
# will have compiled files and executables
|
|
||||||
/target/
|
|
||||||
|
|
||||||
# Remove Cargo.lock from gitignore if creating an executable, leave it for libraries
|
|
||||||
# More information here https://doc.rust-lang.org/cargo/guide/cargo-toml-vs-cargo-lock.html
|
|
||||||
Cargo.lock
|
|
||||||
|
|
||||||
# These are backup files generated by rustfmt
|
|
||||||
**/*.rs.bk
|
|
||||||
|
|
||||||
|
|
||||||
# Added by cargo
|
|
||||||
|
|
||||||
/target
|
|
|
@ -1,6 +1,6 @@
|
||||||
[package]
|
[package]
|
||||||
name = "burn-tensor"
|
name = "burn-tensor"
|
||||||
version = "0.1.0"
|
version = "0.2.0"
|
||||||
authors = ["nathanielsimard <nathaniel.simard.42@gmail.com>"]
|
authors = ["nathanielsimard <nathaniel.simard.42@gmail.com>"]
|
||||||
|
|
||||||
description = """
|
description = """
|
||||||
|
@ -11,7 +11,7 @@ repository = "https://github.com/nathanielsimard/burn/tree/main/burn-tensor"
|
||||||
readme="README.md"
|
readme="README.md"
|
||||||
keywords = ["deep-learning", "machine-learning", "tensor", "pytorch", "ndarray"]
|
keywords = ["deep-learning", "machine-learning", "tensor", "pytorch", "ndarray"]
|
||||||
categories = ["science"]
|
categories = ["science"]
|
||||||
license = "MIT"
|
license = "MIT/Apache-2.0"
|
||||||
edition = "2021"
|
edition = "2021"
|
||||||
|
|
||||||
[features]
|
[features]
|
||||||
|
@ -20,6 +20,10 @@ full = ["tch", "ndarray"]
|
||||||
tch = ["dep:tch"]
|
tch = ["dep:tch"]
|
||||||
ndarray = ["dep:ndarray"]
|
ndarray = ["dep:ndarray"]
|
||||||
|
|
||||||
|
[package.metadata.docs.rs]
|
||||||
|
features = ["ndarray"]
|
||||||
|
all-features = false
|
||||||
|
|
||||||
[dependencies]
|
[dependencies]
|
||||||
num-traits = "0.2"
|
num-traits = "0.2"
|
||||||
derive-new = "0.5"
|
derive-new = "0.5"
|
||||||
|
|
|
@ -0,0 +1,201 @@
|
||||||
|
Apache License
|
||||||
|
Version 2.0, January 2004
|
||||||
|
http://www.apache.org/licenses/
|
||||||
|
|
||||||
|
TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION
|
||||||
|
|
||||||
|
1. Definitions.
|
||||||
|
|
||||||
|
"License" shall mean the terms and conditions for use, reproduction,
|
||||||
|
and distribution as defined by Sections 1 through 9 of this document.
|
||||||
|
|
||||||
|
"Licensor" shall mean the copyright owner or entity authorized by
|
||||||
|
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|
||||||
|
|
||||||
|
"Legal Entity" shall mean the union of the acting entity and all
|
||||||
|
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|
||||||
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|
||||||
|
"control" means (i) the power, direct or indirect, to cause the
|
||||||
|
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|
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|
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|
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|
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|
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|
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|
"You" (or "Your") shall mean an individual or Legal Entity
|
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|
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You may add Your own copyright statement to Your modifications and
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may provide additional or different license terms and conditions
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for use, reproduction, or distribution of Your modifications, or
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reproduction, and distribution of the Work otherwise complies with
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5. Submission of Contributions. Unless You explicitly state otherwise,
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any Contribution intentionally submitted for inclusion in the Work
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by You to the Licensor shall be under the terms and conditions of
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this License, without any additional terms or conditions.
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Notwithstanding the above, nothing herein shall supersede or modify
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the terms of any separate license agreement you may have executed
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with Licensor regarding such Contributions.
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|
||||||
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6. Trademarks. This License does not grant permission to use the trade
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names, trademarks, service marks, or product names of the Licensor,
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except as required for reasonable and customary use in describing the
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origin of the Work and reproducing the content of the NOTICE file.
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|
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7. Disclaimer of Warranty. Unless required by applicable law or
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agreed to in writing, Licensor provides the Work (and each
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WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or
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implied, including, without limitation, any warranties or conditions
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of TITLE, NON-INFRINGEMENT, MERCHANTABILITY, or FITNESS FOR A
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PARTICULAR PURPOSE. You are solely responsible for determining the
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appropriateness of using or redistributing the Work and assume any
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risks associated with Your exercise of permissions under this License.
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|
||||||
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8. Limitation of Liability. In no event and under no legal theory,
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||||||
|
whether in tort (including negligence), contract, or otherwise,
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unless required by applicable law (such as deliberate and grossly
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negligent acts) or agreed to in writing, shall any Contributor be
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liable to You for damages, including any direct, indirect, special,
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incidental, or consequential damages of any character arising as a
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work stoppage, computer failure or malfunction, or any and all
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other commercial damages or losses), even if such Contributor
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||||||
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has been advised of the possibility of such damages.
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||||||
|
|
||||||
|
9. Accepting Warranty or Additional Liability. While redistributing
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||||||
|
the Work or Derivative Works thereof, You may choose to offer,
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||||||
|
and charge a fee for, acceptance of support, warranty, indemnity,
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||||||
|
or other liability obligations and/or rights consistent with this
|
||||||
|
License. However, in accepting such obligations, You may act only
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||||||
|
on Your own behalf and on Your sole responsibility, not on behalf
|
||||||
|
of any other Contributor, and only if You agree to indemnify,
|
||||||
|
defend, and hold each Contributor harmless for any liability
|
||||||
|
incurred by, or claims asserted against, such Contributor by reason
|
||||||
|
of your accepting any such warranty or additional liability.
|
||||||
|
|
||||||
|
END OF TERMS AND CONDITIONS
|
||||||
|
|
||||||
|
APPENDIX: How to apply the Apache License to your work.
|
||||||
|
|
||||||
|
To apply the Apache License to your work, attach the following
|
||||||
|
boilerplate notice, with the fields enclosed by brackets "[]"
|
||||||
|
replaced with your own identifying information. (Don't include
|
||||||
|
the brackets!) The text should be enclosed in the appropriate
|
||||||
|
comment syntax for the file format. We also recommend that a
|
||||||
|
file or class name and description of purpose be included on the
|
||||||
|
same "printed page" as the copyright notice for easier
|
||||||
|
identification within third-party archives.
|
||||||
|
|
||||||
|
Copyright [yyyy] [name of copyright owner]
|
||||||
|
|
||||||
|
Licensed under the Apache License, Version 2.0 (the "License");
|
||||||
|
you may not use this file except in compliance with the License.
|
||||||
|
You may obtain a copy of the License at
|
||||||
|
|
||||||
|
http://www.apache.org/licenses/LICENSE-2.0
|
||||||
|
|
||||||
|
Unless required by applicable law or agreed to in writing, software
|
||||||
|
distributed under the License is distributed on an "AS IS" BASIS,
|
||||||
|
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
||||||
|
See the License for the specific language governing permissions and
|
||||||
|
limitations under the License.
|
|
@ -0,0 +1,21 @@
|
||||||
|
MIT License
|
||||||
|
|
||||||
|
Copyright (c) 2022 Nathaniel Simard
|
||||||
|
|
||||||
|
Permission is hereby granted, free of charge, to any person obtaining a copy
|
||||||
|
of this software and associated documentation files (the "Software"), to deal
|
||||||
|
in the Software without restriction, including without limitation the rights
|
||||||
|
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
|
||||||
|
copies of the Software, and to permit persons to whom the Software is
|
||||||
|
furnished to do so, subject to the following conditions:
|
||||||
|
|
||||||
|
The above copyright notice and this permission notice shall be included in all
|
||||||
|
copies or substantial portions of the Software.
|
||||||
|
|
||||||
|
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
|
||||||
|
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
|
||||||
|
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
|
||||||
|
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
|
||||||
|
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
|
||||||
|
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
|
||||||
|
SOFTWARE.
|
|
@ -1,6 +1,9 @@
|
||||||
# Burn Tensor
|
# Burn Tensor
|
||||||
|
|
||||||
> Burn Tensor Library
|
> [Burn](https://github.com/burn-rs/burn) Tensor Library
|
||||||
|
|
||||||
|
[![Current Crates.io Version](https://img.shields.io/crates/v/burn-tensor.svg)](https://crates.io/crates/burn-tensor)
|
||||||
|
[![license](https://shields.io/badge/license-MIT%2FApache--2.0-blue)](https://github.com/burn-rs/burn-tensor/blob/master/README.md)
|
||||||
|
|
||||||
This library provides multiple tensor implementations hidden behind an easy to use API that supports reverse mode automatic differentiation.
|
This library provides multiple tensor implementations hidden behind an easy to use API that supports reverse mode automatic differentiation.
|
||||||
|
|
||||||
|
@ -16,57 +19,14 @@ This library provides multiple tensor implementations hidden behind an easy to u
|
||||||
|
|
||||||
### Backends
|
### Backends
|
||||||
|
|
||||||
For now, only two backends are implementated, but adding new ones should be easy.
|
For now, only two backends are implementated, but adding new ones should not be that hard.
|
||||||
|
|
||||||
* [X] Pytorch using [tch-rs](https://github.com/LaurentMazare/tch-rs)
|
* [X] Pytorch using [tch-rs](https://github.com/LaurentMazare/tch-rs)
|
||||||
* [X] 100% Rust backend using [ndarray](https://github.com/rust-ndarray/ndarray)
|
* [X] 100% Rust backend using [ndarray](https://github.com/rust-ndarray/ndarray)
|
||||||
* [ ] Tensorflow using [tensorflow-rust](https://github.com/tensorflow/rust)
|
* [ ] Tensorflow using [tensorflow-rust](https://github.com/tensorflow/rust)
|
||||||
|
* [ ] CuDNN using RustCUDA[tensorflow-rust](https://github.com/Rust-GPU/Rust-CUDA)
|
||||||
* [ ] ...
|
* [ ] ...
|
||||||
|
|
||||||
## Usage
|
|
||||||
|
|
||||||
### Basic
|
|
||||||
|
|
||||||
This library separates data from tensors, where the former is used to create new tensors and serialize/deserialize data, and the later is used to execute tensor operations.
|
|
||||||
|
|
||||||
```rust
|
|
||||||
use burn_tensor::tensor::*;
|
|
||||||
|
|
||||||
let data_x = Data::<f32, 3>::random(Shape::new([32, 24, 24]), Distribution::Standard);
|
|
||||||
let data_y = Data::<f32, 3>::random(Shape::new([32, 24, 24]), Distribution::Standard);
|
|
||||||
```
|
|
||||||
|
|
||||||
Tensors can be created from the generated data.
|
|
||||||
|
|
||||||
```rust
|
|
||||||
use burn_tensor::tensor::backend::ndarray::*;
|
|
||||||
use burn_tensor::tensor::backend::tch::*;
|
|
||||||
|
|
||||||
let x_ndarray = NdArrayTensor::from_data(data_x.clone());
|
|
||||||
let x_tch = TchTensor::from_data(data_x, TchDevice::Cpu);
|
|
||||||
|
|
||||||
let y_ndarray = NdArrayTensor::from_data(data_y.clone());
|
|
||||||
let y_tch = TchTensor::from_data(data_y, TchDevice::Cpu);
|
|
||||||
```
|
|
||||||
|
|
||||||
Operations can be executed only with other tensors of the same type.
|
|
||||||
|
|
||||||
```rust
|
|
||||||
use burn_tensor::tensor::ops::*;
|
|
||||||
|
|
||||||
let z_ndarray = x_ndarray.matmul(&y_ndarray);
|
|
||||||
let z_tch = x_tch.matmul(&y_tch);
|
|
||||||
```
|
|
||||||
|
|
||||||
Tensors can be exported to Data for easy serialization.
|
|
||||||
|
|
||||||
```rust
|
|
||||||
let z_ndarray_data = z_ndarray.into_data();
|
|
||||||
let z_tch_data = z_tch.into_data();
|
|
||||||
|
|
||||||
assert_eq!(z_ndarray_data, z_tch_data);
|
|
||||||
```
|
|
||||||
|
|
||||||
### Autodiff
|
### Autodiff
|
||||||
|
|
||||||
Automatic differentiation is implemented as just another tensor backend without any global state.
|
Automatic differentiation is implemented as just another tensor backend without any global state.
|
||||||
|
@ -75,8 +35,6 @@ To do so, each operation creates a new node which has a reference to its parent
|
||||||
Therefore, creating the tape only requires a simple and efficent graph traversal algorithm.
|
Therefore, creating the tape only requires a simple and efficent graph traversal algorithm.
|
||||||
|
|
||||||
```rust
|
```rust
|
||||||
use burn_tensor::tensor::backend::autodiff::*;
|
|
||||||
|
|
||||||
let x = ADTensor::from_tensor(x_ndarray);
|
let x = ADTensor::from_tensor(x_ndarray);
|
||||||
let y = ADTensor::from_tensor(y_ndarray);
|
let y = ADTensor::from_tensor(y_ndarray);
|
||||||
|
|
||||||
|
@ -84,8 +42,8 @@ Therefore, creating the tape only requires a simple and efficent graph traversal
|
||||||
|
|
||||||
let grads = z.backward();
|
let grads = z.backward();
|
||||||
|
|
||||||
let x_grad = grads.wrt(&x);
|
let x_grad = x.grad(&grads);
|
||||||
let y_grad = grads.wrt(&y);
|
let y_grad = y.grad(&grads);
|
||||||
```
|
```
|
||||||
|
|
||||||
## Cuda
|
## Cuda
|
||||||
|
|
|
@ -0,0 +1,44 @@
|
||||||
|
[package]
|
||||||
|
name = "burn"
|
||||||
|
version = "0.2.0"
|
||||||
|
authors = ["nathanielsimard <nathaniel.simard.42@gmail.com>"]
|
||||||
|
description = "BURN: Burn Unstoppable Rusty Neurons"
|
||||||
|
repository = "https://github.com/nathanielsimard/burn"
|
||||||
|
readme="README.md"
|
||||||
|
keywords = ["deep-learning", "machine-learning", "tensor", "pytorch", "ndarray"]
|
||||||
|
categories = ["science"]
|
||||||
|
license = "MIT/Apache-2.0"
|
||||||
|
edition = "2021"
|
||||||
|
|
||||||
|
[features]
|
||||||
|
default = ["tch", "ndarray"]
|
||||||
|
tch = ["burn-tensor/tch"]
|
||||||
|
ndarray = ["burn-tensor/ndarray"]
|
||||||
|
|
||||||
|
[package.metadata.docs.rs]
|
||||||
|
features = ["ndarray"]
|
||||||
|
all-features = false
|
||||||
|
|
||||||
|
[dependencies]
|
||||||
|
burn-tensor = { path = "../burn-tensor", version = "0.2.0", default-features = false }
|
||||||
|
burn-dataset = { path = "../burn-dataset", version = "0.1.0", default-features = false }
|
||||||
|
burn-derive = { path = "../burn-derive", version = "0.1.0" }
|
||||||
|
|
||||||
|
# Metrics
|
||||||
|
nvml-wrapper = "0.8"
|
||||||
|
textplots = "0.8"
|
||||||
|
|
||||||
|
# Console
|
||||||
|
indicatif = "0.17"
|
||||||
|
|
||||||
|
num-traits = "0.2"
|
||||||
|
derive-new = "0.5"
|
||||||
|
rand = "0.8"
|
||||||
|
|
||||||
|
# Serialize Deserialize
|
||||||
|
serde = { version = "1.0", features = ["derive"] }
|
||||||
|
serde_json = "1.0"
|
||||||
|
flate2 = "1.0"
|
||||||
|
|
||||||
|
[dev-dependencies]
|
||||||
|
burn-dataset = { path = "../burn-dataset", version = "0.1.0", features = ["fake"] }
|
|
@ -0,0 +1,201 @@
|
||||||
|
Apache License
|
||||||
|
Version 2.0, January 2004
|
||||||
|
http://www.apache.org/licenses/
|
||||||
|
|
||||||
|
TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION
|
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|
|
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|
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|
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|
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||||||
|
same "printed page" as the copyright notice for easier
|
||||||
|
identification within third-party archives.
|
||||||
|
|
||||||
|
Copyright [yyyy] [name of copyright owner]
|
||||||
|
|
||||||
|
Licensed under the Apache License, Version 2.0 (the "License");
|
||||||
|
you may not use this file except in compliance with the License.
|
||||||
|
You may obtain a copy of the License at
|
||||||
|
|
||||||
|
http://www.apache.org/licenses/LICENSE-2.0
|
||||||
|
|
||||||
|
Unless required by applicable law or agreed to in writing, software
|
||||||
|
distributed under the License is distributed on an "AS IS" BASIS,
|
||||||
|
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
||||||
|
See the License for the specific language governing permissions and
|
||||||
|
limitations under the License.
|
|
@ -0,0 +1,21 @@
|
||||||
|
MIT License
|
||||||
|
|
||||||
|
Copyright (c) 2022 Nathaniel Simard
|
||||||
|
|
||||||
|
Permission is hereby granted, free of charge, to any person obtaining a copy
|
||||||
|
of this software and associated documentation files (the "Software"), to deal
|
||||||
|
in the Software without restriction, including without limitation the rights
|
||||||
|
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
|
||||||
|
copies of the Software, and to permit persons to whom the Software is
|
||||||
|
furnished to do so, subject to the following conditions:
|
||||||
|
|
||||||
|
The above copyright notice and this permission notice shall be included in all
|
||||||
|
copies or substantial portions of the Software.
|
||||||
|
|
||||||
|
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
|
||||||
|
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
|
||||||
|
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
|
||||||
|
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
|
||||||
|
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
|
||||||
|
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
|
||||||
|
SOFTWARE.
|
|
@ -0,0 +1 @@
|
||||||
|
../README.md
|
|
@ -2,19 +2,7 @@
|
||||||
|
|
||||||
crate=$1
|
crate=$1
|
||||||
|
|
||||||
case ${crate} in
|
echo "Publishing ${crate} ..."
|
||||||
burn-tensor)
|
cd ${crate}
|
||||||
cd burn-tensor/
|
|
||||||
echo "Publishing burn-tensor ..."
|
|
||||||
;;
|
|
||||||
burn)
|
|
||||||
echo "Publishing burn ..."
|
|
||||||
;;
|
|
||||||
*)
|
|
||||||
echo "Crate ${crate} unknown"
|
|
||||||
exit 1
|
|
||||||
;;
|
|
||||||
esac
|
|
||||||
|
|
||||||
cargo publish --token ${CRATES_IO_API_TOKEN} || exit 1
|
cargo publish --token ${CRATES_IO_API_TOKEN} || exit 1
|
||||||
echo "Sucessfully published ${crate}"
|
echo "Sucessfully published ${crate}"
|
||||||
|
|
Loading…
Reference in New Issue