From 8f6d86c7ea62ce23c5d9cd45ecc548d2adfac38a Mon Sep 17 00:00:00 2001 From: "github-actions[bot]" <41898282+github-actions[bot]@users.noreply.github.com> Date: Tue, 23 Jan 2024 15:17:12 +0000 Subject: [PATCH] deploy: 494a9105cbef3f5e56efdf1a5c9f47dae02634f3 --- 404.html | 4 ++-- ZKContainers.html | 6 +++--- assets/js/{076f2345.cebcef99.js => 076f2345.0b8c3840.js} | 2 +- assets/js/0dca48ed.78d3f6f6.js | 1 + assets/js/0dca48ed.b600577c.js | 1 - assets/js/2b850a9b.48858517.js | 1 - assets/js/2b850a9b.702d77ef.js | 1 + assets/js/3db59c3c.6f7d5e16.js | 1 - assets/js/3db59c3c.72589e52.js | 1 + assets/js/{46bc3aca.f9ef26f0.js => 46bc3aca.7ee32a82.js} | 2 +- assets/js/584ea0b6.aeed43a8.js | 1 + assets/js/584ea0b6.f978740e.js | 1 - assets/js/62ce5d13.dc2934d9.js | 1 - assets/js/62ce5d13.f2fdd712.js | 1 + assets/js/93a51358.349f8f03.js | 1 + assets/js/93a51358.aba52676.js | 1 - assets/js/a09c2993.7f47675d.js | 1 - assets/js/a09c2993.ac95bd37.js | 1 + assets/js/ec013bfd.0f494547.js | 1 + assets/js/ec013bfd.f1ea22a6.js | 1 - assets/js/fdbbc319.45462c64.js | 1 - assets/js/fdbbc319.9950e8cb.js | 1 + assets/js/runtime~main.4239796f.js | 1 - assets/js/runtime~main.69a37800.js | 1 + contributor-guide.html | 6 +++--- grants.html | 6 +++--- icicle/colab-instructions.html | 6 +++--- icicle/golang-bindings.html | 6 +++--- icicle/integrations.html | 6 +++--- icicle/introduction.html | 6 +++--- icicle/overview.html | 6 +++--- icicle/rust-bindings.html | 6 +++--- icicle/supporting-additional-curves.html | 6 +++--- index.html | 6 +++--- search.html | 4 ++-- 35 files changed, 49 insertions(+), 49 deletions(-) rename assets/js/{076f2345.cebcef99.js => 076f2345.0b8c3840.js} (55%) create mode 100644 assets/js/0dca48ed.78d3f6f6.js delete mode 100644 assets/js/0dca48ed.b600577c.js delete mode 100644 assets/js/2b850a9b.48858517.js create mode 100644 assets/js/2b850a9b.702d77ef.js delete mode 100644 assets/js/3db59c3c.6f7d5e16.js create mode 100644 assets/js/3db59c3c.72589e52.js rename assets/js/{46bc3aca.f9ef26f0.js => 46bc3aca.7ee32a82.js} (80%) create mode 100644 assets/js/584ea0b6.aeed43a8.js delete mode 100644 assets/js/584ea0b6.f978740e.js delete mode 100644 assets/js/62ce5d13.dc2934d9.js create mode 100644 assets/js/62ce5d13.f2fdd712.js create mode 100644 assets/js/93a51358.349f8f03.js delete mode 100644 assets/js/93a51358.aba52676.js delete mode 100644 assets/js/a09c2993.7f47675d.js create mode 100644 assets/js/a09c2993.ac95bd37.js create mode 100644 assets/js/ec013bfd.0f494547.js delete mode 100644 assets/js/ec013bfd.f1ea22a6.js delete mode 100644 assets/js/fdbbc319.45462c64.js create mode 100644 assets/js/fdbbc319.9950e8cb.js delete mode 100644 assets/js/runtime~main.4239796f.js create mode 100644 assets/js/runtime~main.69a37800.js diff --git a/404.html b/404.html index 4863ea4..b0ab45f 100644 --- a/404.html +++ b/404.html @@ -7,13 +7,13 @@ Page Not Found | Ingonyama Developer Documentation - +
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Page Not Found

We could not find what you were looking for.

Please contact the owner of the site that linked you to the original URL and let them know their link is broken.

- + \ No newline at end of file diff --git a/ZKContainers.html b/ZKContainers.html index efc6d8d..2969a88 100644 --- a/ZKContainers.html +++ b/ZKContainers.html @@ -7,14 +7,14 @@ ZKContainer | Ingonyama Developer Documentation - +
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ZKContainer

We found that developing ZK provers with ICICLE gives developers the ability to scale ZK provers across many machines and many GPUs. To make this possible we developed the ZKContainer.

What is a ZKContainer?​

A ZKContainer is an standardized, optimized and secure docker container that we configured with ICICLE applications in mind. A developer using our ZKContainer can deploy an ICICLE application on a single machine or on a thousand GPU machines in a data center with minimal concerns regarding compatibility.

ZKContainer has been used by Ingonyama clients to achieve scalability across large data centers. -We suggest you read our article regarding ZKContainer to understand the benefits of using them.

ZKContainer inside a ZK data center

- +We suggest you read our article regarding ZKContainer to understand the benefits of using them.

ZKContainer inside a ZK data center

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We have learned a lot about designing GPU based ZK provers. "),(0,i.kt)("p",null,"If you're interested in understanding these integrations better or learning how you can use ICICLE to accelerate your existing ZK proving pipeline this is the place for you."),(0,i.kt)("h2",{id:"a-primer-to-building-your-own-integrations"},"A primer to building your own integrations"),(0,i.kt)("p",null,"Lets illustrate an ICICLE integration, so you can understand the core API and design overview of ICICLE."),(0,i.kt)("p",null,(0,i.kt)("img",{alt:"ICICLE architecture",src:n(2547).Z,width:"906",height:"878"})),(0,i.kt)("p",null,"Engineers usually use a cryptography library to implement their ZK protocols. These libraries implement efficient primitives which are used as building blocks for the protocol; ICICLE is such a library. The difference is that ICICLE is designed from the start to run on GPUs; the Rust and Golang APIs abstract away all low level CUDA details. 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Redesigning your prover this way may take more engineering effort but we promise you that its worth it!"),(0,i.kt)("h2",{id:"using-icicle-integrations"},"Using ICICLE integrations"),(0,i.kt)("p",null,"Here we cover how a developer can run existing circuits on ICICLE integrated provers."),(0,i.kt)("h3",{id:"gnark"},"Gnark"),(0,i.kt)("p",null,(0,i.kt)("a",{parentName:"p",href:"https://github.com/Consensys/gnark"},"Gnark")," officially supports GPU proving with ICICLE. Currently only Groth16 on curve ",(0,i.kt)("inlineCode",{parentName:"p"},"BN254")," is supported. This means that if you are currently using Gnark to write your circuits you can enjoy GPU acceleration without making many changes."),(0,i.kt)("p",null,"To use GPUs, add the ",(0,i.kt)("inlineCode",{parentName:"p"},"icicle")," buildtag to your build/run commands, e.g. ",(0,i.kt)("inlineCode",{parentName:"p"},"go run -tags=icicle main.go.")),(0,i.kt)("p",null,"You must also switch to the ICICLE backend, WithIcicleAcceleration backend ProverOption:"),(0,i.kt)("pre",null,(0,i.kt)("code",{parentName:"pre"},"// toggle on\nproofIci, err := groth16.Prove(ccs, pk, secretWitness, backend.WithIcicleAcceleration())\n \n// toggle off\nproof, err := groth16.Prove(ccs, pk, secretWitness)\n")),(0,i.kt)("p",null,"You can reference the ",(0,i.kt)("a",{parentName:"p",href:"https://github.com/Consensys/gnark?tab=readme-ov-file#gpu-support"},"Gnark docs")," for further information."),(0,i.kt)("h3",{id:"halo2"},"Halo2"),(0,i.kt)("p",null,(0,i.kt)("a",{parentName:"p",href:"https://github.com/zkonduit/halo2"},"Halo2")," fork integrated with ICICLE for GPU acceleration. This means that you can run your existing Halo2 circuits with GPU acceleration just by activating a feature flag."),(0,i.kt)("p",null,"To enable GPU acceleration just enable ",(0,i.kt)("inlineCode",{parentName:"p"},"icicle_gpu")," ",(0,i.kt)("a",{parentName:"p",href:"https://github.com/zkonduit/halo2/blob/3d7b5e61b3052680ccb279e05bdcc21dd8a8fedf/halo2_proofs/Cargo.toml#L102"},"feature flag"),"."),(0,i.kt)("p",null,"This feature flag will seamlessly toggle on GPU acceleration for you."))}g.isMDXComponent=!0},2547:(e,t,n)=>{n.d(t,{Z:()=>r});const r=n.p+"assets/images/architecture-high-level-3c1ae0f257c7921b77378aa3daaab41c.png"},8209:(e,t,n)=>{n(7294)}}]); \ No newline at end of file diff --git a/assets/js/0dca48ed.b600577c.js b/assets/js/0dca48ed.b600577c.js deleted file mode 100644 index 176d01b..0000000 --- a/assets/js/0dca48ed.b600577c.js +++ /dev/null @@ -1 +0,0 @@ -"use strict";(self.webpackChunkdocusaurus=self.webpackChunkdocusaurus||[]).push([[67],{3905:(e,t,n)=>{n.d(t,{Zo:()=>p,kt:()=>h});var r=n(7294);function i(e,t,n){return t in e?Object.defineProperty(e,t,{value:n,enumerable:!0,configurable:!0,writable:!0}):e[t]=n,e}function a(e,t){var n=Object.keys(e);if(Object.getOwnPropertySymbols){var r=Object.getOwnPropertySymbols(e);t&&(r=r.filter((function(t){return Object.getOwnPropertyDescriptor(e,t).enumerable}))),n.push.apply(n,r)}return n}function o(e){for(var t=1;t=0||(i[n]=e[n]);return i}(e,t);if(Object.getOwnPropertySymbols){var a=Object.getOwnPropertySymbols(e);for(r=0;r=0||Object.prototype.propertyIsEnumerable.call(e,n)&&(i[n]=e[n])}return i}var c=r.createContext({}),s=function(e){var t=r.useContext(c),n=t;return e&&(n="function"==typeof e?e(t):o(o({},t),e)),n},p=function(e){var t=s(e.components);return r.createElement(c.Provider,{value:t},e.children)},u="mdxType",g={inlineCode:"code",wrapper:function(e){var t=e.children;return r.createElement(r.Fragment,{},t)}},d=r.forwardRef((function(e,t){var n=e.components,i=e.mdxType,a=e.originalType,c=e.parentName,p=l(e,["components","mdxType","originalType","parentName"]),u=s(n),d=i,h=u["".concat(c,".").concat(d)]||u[d]||g[d]||a;return n?r.createElement(h,o(o({ref:t},p),{},{components:n})):r.createElement(h,o({ref:t},p))}));function h(e,t){var n=arguments,i=t&&t.mdxType;if("string"==typeof e||i){var a=n.length,o=new Array(a);o[0]=d;var l={};for(var c in t)hasOwnProperty.call(t,c)&&(l[c]=t[c]);l.originalType=e,l[u]="string"==typeof e?e:i,o[1]=l;for(var s=2;s{n.r(t),n.d(t,{assets:()=>c,contentTitle:()=>o,default:()=>g,frontMatter:()=>a,metadata:()=>l,toc:()=>s});var r=n(7462),i=(n(7294),n(3905));n(8209);const a={},o="Integrations",l={unversionedId:"icicle/integrations",id:"icicle/integrations",title:"Integrations",description:"ICICLE has been used by companies like Celer Network, Gnark and others to accelerate their ZK proving pipeline.",source:"@site/docs/icicle/integrations.md",sourceDirName:"icicle",slug:"/icicle/integrations",permalink:"/icicle/integrations",editUrl:"https://github.com/ingonyama-zk/developer-docs/tree/main/docs/icicle/integrations.md",tags:[],version:"current",lastUpdatedBy:"ImmanuelSegol",lastUpdatedAt:1705918884,formattedLastUpdatedAt:"1/22/2024",frontMatter:{},sidebar:"GettingStartedSidebar",previous:{title:"Getting started with ICICLE",permalink:"/icicle/introduction"},next:{title:"Golang bindings",permalink:"/icicle/golang-bindings"}},c={},s=[{value:"A primer to building your own integrations",id:"a-primer-to-building-your-own-integrations",level:2},{value:"Using ICICLE integrations",id:"using-icicle-integrations",level:2},{value:"Gnark",id:"gnark",level:3},{value:"Halo2",id:"halo2",level:3}],p={toc:s},u="wrapper";function g(e){let{components:t,...a}=e;return(0,i.kt)(u,(0,r.Z)({},p,a,{components:t,mdxType:"MDXLayout"}),(0,i.kt)("h1",{id:"integrations"},"Integrations"),(0,i.kt)("p",null,"ICICLE has been used by companies like ",(0,i.kt)("a",{parentName:"p",href:"https://github.com/celer-network"},"Celer Network"),", ",(0,i.kt)("a",{parentName:"p",href:"https://github.com/Consensys/gnark"},"Gnark")," and others to accelerate their ZK proving pipeline."),(0,i.kt)("p",null,"Many of these integrations have been a collaboration between Ingonyama and the integrating company. We have learned a lot about designing GPU based ZK provers. "),(0,i.kt)("p",null,"If you're interested in understanding these integrations better or learning how you can use ICICLE to accelerate your existing ZK proving pipeline this is the place for you."),(0,i.kt)("h2",{id:"a-primer-to-building-your-own-integrations"},"A primer to building your own integrations"),(0,i.kt)("p",null,"Lets illustrate an ICICLE integration, so you can understand the core API and design overview of ICICLE."),(0,i.kt)("p",null,(0,i.kt)("img",{alt:"ICICLE architecture",src:n(2547).Z,width:"906",height:"878"})),(0,i.kt)("p",null,"Engineers usually use a cryptography library to implement their ZK protocols. These libraries implement efficient primitives which are used as building blocks for the protocol; ICICLE is such a library. The difference is that ICICLE is designed from the start to run on GPUs; the Rust and Golang APIs abstract away all low level CUDA details. Our goal was to allow developers with no GPU experience to quickly get started with ICICLE. "),(0,i.kt)("p",null,"A developer may use ICICLE with two main approaches in mind."),(0,i.kt)("ol",null,(0,i.kt)("li",{parentName:"ol"},"Drop in replacement approach."),(0,i.kt)("li",{parentName:"ol"},"Full GPU replacement approach.")),(0,i.kt)("p",null,"The first approach for GPU-accelerating your Prover with ICICLE is quick to implement, but it has limitations, such as reduced memory optimization and limited protocol tuning for GPUs. It's a solid starting point, but those committed to fully leveraging GPU acceleration should consider a more comprehensive approach."),(0,i.kt)("p",null,"A full GPU replacement means performing the entire ZK proof on the GPU. This approach will reduce latency to a minimum and requires you to change the way you implement the protocol to be more GPU friendly. This approach will take full advantage of GPU acceleration. Redesigning your prover this way may take more engineering effort but we promise you that its worth it!"),(0,i.kt)("h2",{id:"using-icicle-integrations"},"Using ICICLE integrations"),(0,i.kt)("p",null,"Here we cover how a developer can run existing circuits on ICICLE integrated provers."),(0,i.kt)("h3",{id:"gnark"},"Gnark"),(0,i.kt)("p",null,(0,i.kt)("a",{parentName:"p",href:"https://github.com/Consensys/gnark"},"Gnark")," officially supports GPU proving with ICICLE. Currently only Groth16 on curve ",(0,i.kt)("inlineCode",{parentName:"p"},"BN254")," is supported. This means that if you are currently using Gnark to write your circuits you can enjoy GPU acceleration without making many changes."),(0,i.kt)("p",null,"To use GPUs, add the ",(0,i.kt)("inlineCode",{parentName:"p"},"icicle")," buildtag to your build/run commands, e.g. ",(0,i.kt)("inlineCode",{parentName:"p"},"go run -tags=icicle main.go.")),(0,i.kt)("p",null,"You must also switch to the ICICLE backend, WithIcicleAcceleration backend ProverOption:"),(0,i.kt)("pre",null,(0,i.kt)("code",{parentName:"pre"},"// toggle on\nproofIci, err := groth16.Prove(ccs, pk, secretWitness, backend.WithIcicleAcceleration())\n \n// toggle off\nproof, err := groth16.Prove(ccs, pk, secretWitness)\n")),(0,i.kt)("p",null,"You can reference the ",(0,i.kt)("a",{parentName:"p",href:"https://github.com/Consensys/gnark?tab=readme-ov-file#gpu-support"},"Gnark docs")," for further information."),(0,i.kt)("h3",{id:"halo2"},"Halo2"),(0,i.kt)("p",null,(0,i.kt)("a",{parentName:"p",href:"https://github.com/zkonduit/halo2"},"Halo2")," fork integrated with ICICLE for GPU acceleration. This means that you can run your existing Halo2 circuits with GPU acceleration just by activating a feature flag."),(0,i.kt)("p",null,"To enable GPU acceleration just enable ",(0,i.kt)("inlineCode",{parentName:"p"},"icicle_gpu")," ",(0,i.kt)("a",{parentName:"p",href:"https://github.com/zkonduit/halo2/blob/3d7b5e61b3052680ccb279e05bdcc21dd8a8fedf/halo2_proofs/Cargo.toml#L102"},"feature flag"),"."),(0,i.kt)("p",null,"This feature flag will seamlessly toggle on GPU acceleration for you."))}g.isMDXComponent=!0},2547:(e,t,n)=>{n.d(t,{Z:()=>r});const r=n.p+"assets/images/architecture-high-level-3c1ae0f257c7921b77378aa3daaab41c.png"},8209:(e,t,n)=>{n(7294)}}]); \ No newline at end of file diff --git a/assets/js/2b850a9b.48858517.js b/assets/js/2b850a9b.48858517.js deleted file mode 100644 index a850f08..0000000 --- a/assets/js/2b850a9b.48858517.js +++ /dev/null @@ -1 +0,0 @@ -"use strict";(self.webpackChunkdocusaurus=self.webpackChunkdocusaurus||[]).push([[614],{3905:(e,t,i)=>{i.d(t,{Zo:()=>u,kt:()=>h});var n=i(7294);function a(e,t,i){return t in e?Object.defineProperty(e,t,{value:i,enumerable:!0,configurable:!0,writable:!0}):e[t]=i,e}function r(e,t){var i=Object.keys(e);if(Object.getOwnPropertySymbols){var n=Object.getOwnPropertySymbols(e);t&&(n=n.filter((function(t){return Object.getOwnPropertyDescriptor(e,t).enumerable}))),i.push.apply(i,n)}return i}function l(e){for(var t=1;t=0||(a[i]=e[i]);return a}(e,t);if(Object.getOwnPropertySymbols){var r=Object.getOwnPropertySymbols(e);for(n=0;n=0||Object.prototype.propertyIsEnumerable.call(e,i)&&(a[i]=e[i])}return a}var s=n.createContext({}),c=function(e){var t=n.useContext(s),i=t;return e&&(i="function"==typeof e?e(t):l(l({},t),e)),i},u=function(e){var t=c(e.components);return n.createElement(s.Provider,{value:t},e.children)},p="mdxType",d={inlineCode:"code",wrapper:function(e){var t=e.children;return n.createElement(n.Fragment,{},t)}},m=n.forwardRef((function(e,t){var i=e.components,a=e.mdxType,r=e.originalType,s=e.parentName,u=o(e,["components","mdxType","originalType","parentName"]),p=c(i),m=a,h=p["".concat(s,".").concat(m)]||p[m]||d[m]||r;return i?n.createElement(h,l(l({ref:t},u),{},{components:i})):n.createElement(h,l({ref:t},u))}));function h(e,t){var i=arguments,a=t&&t.mdxType;if("string"==typeof e||a){var r=i.length,l=new Array(r);l[0]=m;var o={};for(var s in t)hasOwnProperty.call(t,s)&&(o[s]=t[s]);o.originalType=e,o[p]="string"==typeof e?e:a,l[1]=o;for(var c=2;c{i.r(t),i.d(t,{assets:()=>s,contentTitle:()=>l,default:()=>d,frontMatter:()=>r,metadata:()=>o,toc:()=>c});var n=i(7462),a=(i(7294),i(3905));i(8209);const r={},l="Getting started with ICICLE",o={unversionedId:"icicle/introduction",id:"icicle/introduction",title:"Getting started with ICICLE",description:"This guide is oriented towards developers who want to start writing code with the ICICLE libraries. If you just want to run your existing ZK circuits on GPU refer to this guide please.",source:"@site/docs/icicle/introduction.md",sourceDirName:"icicle",slug:"/icicle/introduction",permalink:"/icicle/introduction",editUrl:"https://github.com/ingonyama-zk/developer-docs/tree/main/docs/icicle/introduction.md",tags:[],version:"current",lastUpdatedBy:"ImmanuelSegol",lastUpdatedAt:1705918884,formattedLastUpdatedAt:"1/22/2024",frontMatter:{},sidebar:"GettingStartedSidebar",previous:{title:"What is ICICLE?",permalink:"/icicle/overview"},next:{title:"Integrations",permalink:"/icicle/integrations"}},s={},c=[{value:"ICICLE repository overview",id:"icicle-repository-overview",level:2},{value:"ICICLE Core",id:"icicle-core",level:3},{value:"ICICLE Rust and Golang bindings",id:"icicle-rust-and-golang-bindings",level:3},{value:"Running ICICLE",id:"running-icicle",level:2},{value:"Prerequisites",id:"prerequisites",level:3},{value:"Optional Prerequisites",id:"optional-prerequisites",level:4},{value:"Setting up ICICLE and running tests",id:"setting-up-icicle-and-running-tests",level:3},{value:"Setting up our environment",id:"setting-up-our-environment",level:4},{value:"ICICLE Core",id:"icicle-core-1",level:4},{value:"ICICLE Rust",id:"icicle-rust",level:4},{value:"ICICLE Golang",id:"icicle-golang",level:4},{value:"Running ICICLE examples",id:"running-icicle-examples",level:3},{value:"Writing new bindings for ICICLE",id:"writing-new-bindings-for-icicle",level:2},{value:"ICICLE Adapters",id:"icicle-adapters",level:3}],u={toc:c},p="wrapper";function d(e){let{components:t,...r}=e;return(0,a.kt)(p,(0,n.Z)({},u,r,{components:t,mdxType:"MDXLayout"}),(0,a.kt)("h1",{id:"getting-started-with-icicle"},"Getting started with ICICLE"),(0,a.kt)("p",null,"This guide is oriented towards developers who want to start writing code with the ICICLE libraries. If you just want to run your existing ZK circuits on GPU refer to ",(0,a.kt)("a",{parentName:"p",href:"/icicle/integrations#using-icicle-integrations"},"this guide")," please."),(0,a.kt)("h2",{id:"icicle-repository-overview"},"ICICLE repository overview"),(0,a.kt)("p",null,(0,a.kt)("img",{alt:"ICICLE API overview",src:i(5870).Z,width:"1932",height:"996"})),(0,a.kt)("p",null,"The diagram above displays the general architecture of ICICLE and the API layers that exist. The CUDA API, which we also call ICICLE Core, is the lowest level and is comprised of CUDA kernels which implement all primitives such as MSM as well as C++ wrappers which expose these methods for different curves."),(0,a.kt)("p",null,"ICICLE Core compiles into a static library. This library can be used with our official Golang and Rust wrappers or you can implement a wrapper for it in any language."),(0,a.kt)("p",null,"Based on this dependency architecture, the ICICLE repository has three main sections, each of which is independent from the other."),(0,a.kt)("ul",null,(0,a.kt)("li",{parentName:"ul"},"ICICLE core"),(0,a.kt)("li",{parentName:"ul"},"ICICLE Rust bindings"),(0,a.kt)("li",{parentName:"ul"},"ICICLE Golang bindings")),(0,a.kt)("h3",{id:"icicle-core"},"ICICLE Core"),(0,a.kt)("p",null,(0,a.kt)("a",{parentName:"p",href:"https://github.com/ingonyama-zk/icicle/tree/main/icicle"},"ICICLE core")," contains all the low level CUDA code implementing primitives such as ",(0,a.kt)("a",{parentName:"p",href:"https://github.com/ingonyama-zk/icicle/tree/main/icicle/primitives"},"points")," and ",(0,a.kt)("a",{parentName:"p",href:"https://github.com/ingonyama-zk/icicle/tree/main/icicle/appUtils/msm"},"MSM"),". There also exists higher level C++ wrappers to expose the low level CUDA primitives (",(0,a.kt)("a",{parentName:"p",href:"https://github.com/ingonyama-zk/icicle/blob/main/icicle/curves/bn254/msm.cu"},"example"),")."),(0,a.kt)("p",null,"ICICLE Core would typically be compiled into a static library and used in a third party language such as Rust or Golang."),(0,a.kt)("h3",{id:"icicle-rust-and-golang-bindings"},"ICICLE Rust and Golang bindings"),(0,a.kt)("ul",null,(0,a.kt)("li",{parentName:"ul"},(0,a.kt)("a",{parentName:"li",href:"https://github.com/ingonyama-zk/icicle/tree/main/wrappers/rust"},"ICICLE Rust bindings")),(0,a.kt)("li",{parentName:"ul"},(0,a.kt)("a",{parentName:"li",href:"https://github.com/ingonyama-zk/icicle/tree/main/goicicle"},"ICICLE Golang bindings"))),(0,a.kt)("p",null,"These bindings allow you to easily use ICICLE in a Rust or Golang project. Setting up Golang bindings requires a bit of extra steps compared to the Rust bindings which utilize the ",(0,a.kt)("inlineCode",{parentName:"p"},"cargo build")," tool."),(0,a.kt)("h2",{id:"running-icicle"},"Running ICICLE"),(0,a.kt)("p",null,"This guide assumes that you have a Linux or Windows machine with a Nvidia GPU installed. If you don't have access to a Nvidia GPU you can access one for free on ",(0,a.kt)("a",{parentName:"p",href:"https://colab.google/"},"Google Colab"),"."),(0,a.kt)("h3",{id:"prerequisites"},"Prerequisites"),(0,a.kt)("ul",null,(0,a.kt)("li",{parentName:"ul"},"NVCC (version 12.0 or newer)"),(0,a.kt)("li",{parentName:"ul"},"cmake 3.18 and above"),(0,a.kt)("li",{parentName:"ul"},"GCC - version 9 or newer is recommended."),(0,a.kt)("li",{parentName:"ul"},"Any Nvidia GPU"),(0,a.kt)("li",{parentName:"ul"},"Linux or Windows operating system.")),(0,a.kt)("h4",{id:"optional-prerequisites"},"Optional Prerequisites"),(0,a.kt)("ul",null,(0,a.kt)("li",{parentName:"ul"},"Docker, latest version."),(0,a.kt)("li",{parentName:"ul"},(0,a.kt)("a",{parentName:"li",href:"https://docs.nvidia.com/datacenter/cloud-native/container-toolkit/latest/index.html"},"NVIDIA Container Toolkit"))),(0,a.kt)("p",null,"If you don't wish to install these prerequisites you can follow this tutorial using a ",(0,a.kt)("a",{parentName:"p",href:"https://github.com/ingonyama-zk/icicle/blob/main/Dockerfile"},"ZK-Container")," (docker container). To learn more about using ZK-Containers ",(0,a.kt)("a",{parentName:"p",href:"/ZKContainers"},"read this"),"."),(0,a.kt)("h3",{id:"setting-up-icicle-and-running-tests"},"Setting up ICICLE and running tests"),(0,a.kt)("p",null,"The objective of this guide is to make sure you can run the ICICLE Core, Rust and Golang tests. Achieving this will ensure you know how to setup ICICLE and run a ICICLE program. For simplicity, we will be using the ICICLE docker container as our environment, however, you may install the prerequisites on your machine and follow the same commands in your terminal."),(0,a.kt)("h4",{id:"setting-up-our-environment"},"Setting up our environment"),(0,a.kt)("p",null,"Lets begin by cloning the ICICLE repository:"),(0,a.kt)("pre",null,(0,a.kt)("code",{parentName:"pre",className:"language-sh"},"git clone https://github.com/ingonyama-zk/icicle\n")),(0,a.kt)("p",null,"We will proceed to build the docker image ",(0,a.kt)("a",{parentName:"p",href:"https://github.com/ingonyama-zk/icicle/blob/main/Dockerfile"},"found here"),":"),(0,a.kt)("pre",null,(0,a.kt)("code",{parentName:"pre",className:"language-sh"},"docker build -t icicle-demo .\ndocker run -it --runtime=nvidia --gpus all --name icicle_container icicle-demo\n")),(0,a.kt)("ul",null,(0,a.kt)("li",{parentName:"ul"},(0,a.kt)("inlineCode",{parentName:"li"},"-it")," runs the container in interactive mode with a terminal."),(0,a.kt)("li",{parentName:"ul"},(0,a.kt)("inlineCode",{parentName:"li"},"--gpus all")," Allocate all available GPUs to the container. You can also specify which GPUs to use if you don't want to allocate all."),(0,a.kt)("li",{parentName:"ul"},(0,a.kt)("inlineCode",{parentName:"li"},"--runtime=nvidia")," Use the NVIDIA runtime, necessary for GPU support.")),(0,a.kt)("p",null,"To read more about these settings reference this ",(0,a.kt)("a",{parentName:"p",href:"https://developer.nvidia.com/nvidia-container-runtime"},"article"),"."),(0,a.kt)("p",null,"If you accidentally close your terminal and want to reconnect just call:"),(0,a.kt)("pre",null,(0,a.kt)("code",{parentName:"pre",className:"language-sh"},"docker exec -it icicle_container bash\n")),(0,a.kt)("p",null,"Lets make sure that we have the correct CUDA version before proceeding"),(0,a.kt)("pre",null,(0,a.kt)("code",{parentName:"pre",className:"language-sh"},"nvcc --version\n")),(0,a.kt)("p",null,"You should see something like this"),(0,a.kt)("pre",null,(0,a.kt)("code",{parentName:"pre",className:"language-sh"},"nvcc: NVIDIA (R) Cuda compiler driver\nCopyright (c) 2005-2023 NVIDIA Corporation\nBuilt on Tue_Aug_15_22:02:13_PDT_2023\nCuda compilation tools, release 12.2, V12.2.140\nBuild cuda_12.2.r12.2/compiler.33191640_0\n")),(0,a.kt)("p",null,"Make sure the release version is at least 12.0."),(0,a.kt)("h4",{id:"icicle-core-1"},"ICICLE Core"),(0,a.kt)("p",null,"ICICLE Core is found under ",(0,a.kt)("a",{parentName:"p",href:"https://github.com/ingonyama-zk/icicle/tree/main/icicle"},(0,a.kt)("inlineCode",{parentName:"a"},"/icicle")),". To build and run the tests first:"),(0,a.kt)("pre",null,(0,a.kt)("code",{parentName:"pre",className:"language-sh"},"cd icicle\n")),(0,a.kt)("p",null,"We are going to compile ICICLE for a specific curve"),(0,a.kt)("pre",null,(0,a.kt)("code",{parentName:"pre",className:"language-sh"},"mkdir -p build\ncmake -S . -B build -DCURVE=bn254 -DBUILD_TESTS=ON\ncmake --build build\n")),(0,a.kt)("p",null,(0,a.kt)("inlineCode",{parentName:"p"},"-DBUILD_TESTS=ON")," compiles the tests, without this flag ",(0,a.kt)("inlineCode",{parentName:"p"},"ctest")," won't work.\n",(0,a.kt)("inlineCode",{parentName:"p"},"-DCURVE=bn254")," tells the compiler which curve to build. You can find a list of supported curves ",(0,a.kt)("a",{parentName:"p",href:"https://github.com/ingonyama-zk/icicle/tree/main/icicle/curves"},"here"),"."),(0,a.kt)("p",null,"The output in ",(0,a.kt)("inlineCode",{parentName:"p"},"build")," folder should include the static libraries for the compiled curve."),(0,a.kt)("div",{className:"admonition admonition-info alert alert--info"},(0,a.kt)("div",{parentName:"div",className:"admonition-heading"},(0,a.kt)("h5",{parentName:"div"},(0,a.kt)("span",{parentName:"h5",className:"admonition-icon"},(0,a.kt)("svg",{parentName:"span",xmlns:"http://www.w3.org/2000/svg",width:"14",height:"16",viewBox:"0 0 14 16"},(0,a.kt)("path",{parentName:"svg",fillRule:"evenodd",d:"M7 2.3c3.14 0 5.7 2.56 5.7 5.7s-2.56 5.7-5.7 5.7A5.71 5.71 0 0 1 1.3 8c0-3.14 2.56-5.7 5.7-5.7zM7 1C3.14 1 0 4.14 0 8s3.14 7 7 7 7-3.14 7-7-3.14-7-7-7zm1 3H6v5h2V4zm0 6H6v2h2v-2z"}))),"info")),(0,a.kt)("div",{parentName:"div",className:"admonition-content"},(0,a.kt)("p",{parentName:"div"},"Make sure to only use ",(0,a.kt)("inlineCode",{parentName:"p"},"-DBUILD_TESTS=ON")," for running tests as the archive output will only be available when ",(0,a.kt)("inlineCode",{parentName:"p"},"-DBUILD_TESTS=ON")," is not supplied."))),(0,a.kt)("p",null,"To run the test"),(0,a.kt)("pre",null,(0,a.kt)("code",{parentName:"pre",className:"language-sh"},"cd build\nctest\n")),(0,a.kt)("h4",{id:"icicle-rust"},"ICICLE Rust"),(0,a.kt)("p",null,"The rust bindings work by first compiling the CUDA static libraries as seen ",(0,a.kt)("a",{parentName:"p",href:"https://github.com/ingonyama-zk/icicle/blob/main/wrappers/rust/icicle-curves/icicle-bn254/build.rs"},"here"),". The compilation of CUDA and the Rust library is all handled by the rust build toolchain."),(0,a.kt)("p",null,"Similar to ICICLE Core here we also have to compile per curve."),(0,a.kt)("p",null,"Lets compile curve ",(0,a.kt)("inlineCode",{parentName:"p"},"bn254")),(0,a.kt)("pre",null,(0,a.kt)("code",{parentName:"pre",className:"language-sh"},"cd wrappers/rust/icicle-curves/icicle-bn254\n")),(0,a.kt)("p",null,"Now lets build our library"),(0,a.kt)("pre",null,(0,a.kt)("code",{parentName:"pre",className:"language-sh"},"cargo build --release\n")),(0,a.kt)("p",null,"This may take a couple of minutes since we are compiling both the CUDA and Rust code."),(0,a.kt)("p",null,"To run the tests"),(0,a.kt)("pre",null,(0,a.kt)("code",{parentName:"pre",className:"language-sh"},"cargo test -- --test-threads=1\n")),(0,a.kt)("p",null,(0,a.kt)("inlineCode",{parentName:"p"},"--test-threads=1")," is needed because currently some tests might interfere with one another inside the GPU."),(0,a.kt)("p",null,"We also include some benchmarks"),(0,a.kt)("pre",null,(0,a.kt)("code",{parentName:"pre",className:"language-sh"},"cargo bench\n")),(0,a.kt)("h4",{id:"icicle-golang"},"ICICLE Golang"),(0,a.kt)("p",null,"Golang is WIP in v1, coming soon. Please checkout a previous ",(0,a.kt)("a",{parentName:"p",href:"https://github.com/ingonyama-zk/icicle/releases/tag/v0.1.0"},"release v0.1.0")," for golang bindings."),(0,a.kt)("h3",{id:"running-icicle-examples"},"Running ICICLE examples"),(0,a.kt)("p",null,"ICICLE examples can be found ",(0,a.kt)("a",{parentName:"p",href:"https://github.com/ingonyama-zk/icicle-examples"},"here")," these examples cover some simple use cases using C++, rust and golang."),(0,a.kt)("p",null,"In each example directory, ZK-container files are located in a subdirectory ",(0,a.kt)("inlineCode",{parentName:"p"},".devcontainer"),"."),(0,a.kt)("pre",null,(0,a.kt)("code",{parentName:"pre",className:"language-sh"},"msm/\n\u251c\u2500\u2500 .devcontainer\n \u251c\u2500\u2500 devcontainer.json\n \u2514\u2500\u2500 Dockerfile\n")),(0,a.kt)("p",null,"Lets run one of our C++ examples, in this case the ",(0,a.kt)("a",{parentName:"p",href:"https://github.com/ingonyama-zk/icicle-examples/blob/main/c%2B%2B/msm/example.cu"},"MSM example"),"."),(0,a.kt)("p",null,"Clone the repository"),(0,a.kt)("pre",null,(0,a.kt)("code",{parentName:"pre",className:"language-sh"},"git clone https://github.com/ingonyama-zk/icicle-examples.git\ncd icicle-examples\n")),(0,a.kt)("p",null,"Enter the test directory"),(0,a.kt)("pre",null,(0,a.kt)("code",{parentName:"pre",className:"language-sh"},"cd c++/msm\n")),(0,a.kt)("p",null,"Now lets build our docker file and run the test inside it. Make sure you have installed the ",(0,a.kt)("a",{parentName:"p",href:"#optional-prerequisites"},"optional prerequisites"),"."),(0,a.kt)("pre",null,(0,a.kt)("code",{parentName:"pre",className:"language-sh"},"docker build -t icicle-example-msm -f .devcontainer/Dockerfile .\n")),(0,a.kt)("p",null,"Lets start and enter the container"),(0,a.kt)("pre",null,(0,a.kt)("code",{parentName:"pre",className:"language-sh"},"docker run -it --rm --gpus all -v .:/icicle-example icicle-example-msm\n")),(0,a.kt)("p",null,"to run the example"),(0,a.kt)("pre",null,(0,a.kt)("code",{parentName:"pre",className:"language-sh"},"rm -rf build\nmkdir -p build\ncmake -S . -B build\ncmake --build build\n./build/example\n")),(0,a.kt)("p",null,"You can now experiment with our other examples, perhaps try to run a rust or golang example next."),(0,a.kt)("h2",{id:"writing-new-bindings-for-icicle"},"Writing new bindings for ICICLE"),(0,a.kt)("p",null,"Since ICICLE Core is written in CUDA / C++ its really simple to generate static libraries. These static libraries can be installed on any system and called by higher level languages such as Golang."),(0,a.kt)("p",null,"static libraries can be loaded into memory once and used by multiple programs, reducing memory usage and potentially improving performance. They also allow you to separate functionality into distinct modules so your static library may need to compile only specific features that you want to use."),(0,a.kt)("p",null,"Lets review the Golang bindings since its a pretty verbose example (compared to rust which hides it pretty well) of using static libraries. Golang has a library named ",(0,a.kt)("inlineCode",{parentName:"p"},"CGO")," which can be used to link static libraries. Here's a basic example on how you can use cgo to link these libraries:"),(0,a.kt)("pre",null,(0,a.kt)("code",{parentName:"pre",className:"language-go"},'/*\n#cgo LDFLAGS: -L/path/to/shared/libs -lbn254 -lbls12_381 -lbls12_377 -lbw6_671\n#include "icicle.h" // make sure you use the correct header file(s)\n*/\nimport "C"\n\nfunc main() {\n // Now you can call the C functions from the ICICLE libraries.\n // Note that C function calls are prefixed with \'C.\' in Go code.\n\n out := (*C.BN254_projective_t)(unsafe.Pointer(p))\n in := (*C.BN254_affine_t)(unsafe.Pointer(affine))\n\n C.projective_from_affine_bn254(out, in)\n}\n')),(0,a.kt)("p",null,"The comments on the first line tell ",(0,a.kt)("inlineCode",{parentName:"p"},"CGO")," which libraries to import as well as which header files to include. You can then call methods which are part of the static library and defined in the header file, ",(0,a.kt)("inlineCode",{parentName:"p"},"C.projective_from_affine_bn254")," is an example."),(0,a.kt)("p",null,"If you wish to create your own bindings for a language of your choice we suggest you start by investigating how you can call static libraries."),(0,a.kt)("h3",{id:"icicle-adapters"},"ICICLE Adapters"),(0,a.kt)("p",null,"One of the core ideas behind ICICLE is that developers can gradually accelerate their provers. Many protocols are written using other cryptographic libraries and completely replacing them may be complex and time consuming."),(0,a.kt)("p",null,"Therefore we offer adapters for various popular libraries, these adapters allow us to convert points and scalars between different formats defined by various libraries. Here is a list:"),(0,a.kt)("p",null,"Golang adapters:"),(0,a.kt)("ul",null,(0,a.kt)("li",{parentName:"ul"},(0,a.kt)("a",{parentName:"li",href:"https://github.com/ingonyama-zk/iciclegnark"},"Gnark crypto adapter"))))}d.isMDXComponent=!0},5870:(e,t,i)=>{i.d(t,{Z:()=>n});const n=i.p+"assets/images/apilevels-1ab85a883df418516e16eb87aa7b0385.png"},8209:(e,t,i)=>{i(7294)}}]); \ No newline at end of file diff --git a/assets/js/2b850a9b.702d77ef.js b/assets/js/2b850a9b.702d77ef.js new file mode 100644 index 0000000..023d0bb --- /dev/null +++ b/assets/js/2b850a9b.702d77ef.js @@ -0,0 +1 @@ +"use strict";(self.webpackChunkdocusaurus=self.webpackChunkdocusaurus||[]).push([[614],{3905:(e,t,i)=>{i.d(t,{Zo:()=>u,kt:()=>h});var n=i(7294);function a(e,t,i){return t in e?Object.defineProperty(e,t,{value:i,enumerable:!0,configurable:!0,writable:!0}):e[t]=i,e}function r(e,t){var i=Object.keys(e);if(Object.getOwnPropertySymbols){var n=Object.getOwnPropertySymbols(e);t&&(n=n.filter((function(t){return Object.getOwnPropertyDescriptor(e,t).enumerable}))),i.push.apply(i,n)}return i}function l(e){for(var t=1;t=0||(a[i]=e[i]);return a}(e,t);if(Object.getOwnPropertySymbols){var r=Object.getOwnPropertySymbols(e);for(n=0;n=0||Object.prototype.propertyIsEnumerable.call(e,i)&&(a[i]=e[i])}return a}var s=n.createContext({}),c=function(e){var t=n.useContext(s),i=t;return e&&(i="function"==typeof e?e(t):l(l({},t),e)),i},u=function(e){var t=c(e.components);return n.createElement(s.Provider,{value:t},e.children)},p="mdxType",d={inlineCode:"code",wrapper:function(e){var t=e.children;return n.createElement(n.Fragment,{},t)}},m=n.forwardRef((function(e,t){var i=e.components,a=e.mdxType,r=e.originalType,s=e.parentName,u=o(e,["components","mdxType","originalType","parentName"]),p=c(i),m=a,h=p["".concat(s,".").concat(m)]||p[m]||d[m]||r;return i?n.createElement(h,l(l({ref:t},u),{},{components:i})):n.createElement(h,l({ref:t},u))}));function h(e,t){var i=arguments,a=t&&t.mdxType;if("string"==typeof e||a){var r=i.length,l=new Array(r);l[0]=m;var o={};for(var s in t)hasOwnProperty.call(t,s)&&(o[s]=t[s]);o.originalType=e,o[p]="string"==typeof e?e:a,l[1]=o;for(var c=2;c{i.r(t),i.d(t,{assets:()=>s,contentTitle:()=>l,default:()=>d,frontMatter:()=>r,metadata:()=>o,toc:()=>c});var n=i(7462),a=(i(7294),i(3905));i(8209);const r={},l="Getting started with ICICLE",o={unversionedId:"icicle/introduction",id:"icicle/introduction",title:"Getting started with ICICLE",description:"This guide is oriented towards developers who want to start writing code with the ICICLE libraries. If you just want to run your existing ZK circuits on GPU refer to this guide please.",source:"@site/docs/icicle/introduction.md",sourceDirName:"icicle",slug:"/icicle/introduction",permalink:"/icicle/introduction",editUrl:"https://github.com/ingonyama-zk/developer-docs/tree/main/docs/icicle/introduction.md",tags:[],version:"current",lastUpdatedBy:"Leon Hibnik",lastUpdatedAt:1706022967,formattedLastUpdatedAt:"1/23/2024",frontMatter:{},sidebar:"GettingStartedSidebar",previous:{title:"What is ICICLE?",permalink:"/icicle/overview"},next:{title:"Integrations",permalink:"/icicle/integrations"}},s={},c=[{value:"ICICLE repository overview",id:"icicle-repository-overview",level:2},{value:"ICICLE Core",id:"icicle-core",level:3},{value:"ICICLE Rust and Golang bindings",id:"icicle-rust-and-golang-bindings",level:3},{value:"Running ICICLE",id:"running-icicle",level:2},{value:"Prerequisites",id:"prerequisites",level:3},{value:"Optional Prerequisites",id:"optional-prerequisites",level:4},{value:"Setting up ICICLE and running tests",id:"setting-up-icicle-and-running-tests",level:3},{value:"Setting up our environment",id:"setting-up-our-environment",level:4},{value:"ICICLE Core",id:"icicle-core-1",level:4},{value:"ICICLE Rust",id:"icicle-rust",level:4},{value:"ICICLE Golang",id:"icicle-golang",level:4},{value:"Running ICICLE examples",id:"running-icicle-examples",level:3},{value:"Writing new bindings for ICICLE",id:"writing-new-bindings-for-icicle",level:2},{value:"ICICLE Adapters",id:"icicle-adapters",level:3}],u={toc:c},p="wrapper";function d(e){let{components:t,...r}=e;return(0,a.kt)(p,(0,n.Z)({},u,r,{components:t,mdxType:"MDXLayout"}),(0,a.kt)("h1",{id:"getting-started-with-icicle"},"Getting started with ICICLE"),(0,a.kt)("p",null,"This guide is oriented towards developers who want to start writing code with the ICICLE libraries. If you just want to run your existing ZK circuits on GPU refer to ",(0,a.kt)("a",{parentName:"p",href:"/icicle/integrations#using-icicle-integrations"},"this guide")," please."),(0,a.kt)("h2",{id:"icicle-repository-overview"},"ICICLE repository overview"),(0,a.kt)("p",null,(0,a.kt)("img",{alt:"ICICLE API overview",src:i(5870).Z,width:"1932",height:"996"})),(0,a.kt)("p",null,"The diagram above displays the general architecture of ICICLE and the API layers that exist. The CUDA API, which we also call ICICLE Core, is the lowest level and is comprised of CUDA kernels which implement all primitives such as MSM as well as C++ wrappers which expose these methods for different curves."),(0,a.kt)("p",null,"ICICLE Core compiles into a static library. This library can be used with our official Golang and Rust wrappers or you can implement a wrapper for it in any language."),(0,a.kt)("p",null,"Based on this dependency architecture, the ICICLE repository has three main sections, each of which is independent from the other."),(0,a.kt)("ul",null,(0,a.kt)("li",{parentName:"ul"},"ICICLE core"),(0,a.kt)("li",{parentName:"ul"},"ICICLE Rust bindings"),(0,a.kt)("li",{parentName:"ul"},"ICICLE Golang bindings")),(0,a.kt)("h3",{id:"icicle-core"},"ICICLE Core"),(0,a.kt)("p",null,(0,a.kt)("a",{parentName:"p",href:"https://github.com/ingonyama-zk/icicle/tree/main/icicle"},"ICICLE core")," contains all the low level CUDA code implementing primitives such as ",(0,a.kt)("a",{parentName:"p",href:"https://github.com/ingonyama-zk/icicle/tree/main/icicle/primitives"},"points")," and ",(0,a.kt)("a",{parentName:"p",href:"https://github.com/ingonyama-zk/icicle/tree/main/icicle/appUtils/msm"},"MSM"),". There also exists higher level C++ wrappers to expose the low level CUDA primitives (",(0,a.kt)("a",{parentName:"p",href:"https://github.com/ingonyama-zk/icicle/blob/main/icicle/curves/bn254/msm.cu"},"example"),")."),(0,a.kt)("p",null,"ICICLE Core would typically be compiled into a static library and used in a third party language such as Rust or Golang."),(0,a.kt)("h3",{id:"icicle-rust-and-golang-bindings"},"ICICLE Rust and Golang bindings"),(0,a.kt)("ul",null,(0,a.kt)("li",{parentName:"ul"},(0,a.kt)("a",{parentName:"li",href:"https://github.com/ingonyama-zk/icicle/tree/main/wrappers/rust"},"ICICLE Rust bindings")),(0,a.kt)("li",{parentName:"ul"},(0,a.kt)("a",{parentName:"li",href:"https://github.com/ingonyama-zk/icicle/tree/main/goicicle"},"ICICLE Golang bindings"))),(0,a.kt)("p",null,"These bindings allow you to easily use ICICLE in a Rust or Golang project. Setting up Golang bindings requires a bit of extra steps compared to the Rust bindings which utilize the ",(0,a.kt)("inlineCode",{parentName:"p"},"cargo build")," tool."),(0,a.kt)("h2",{id:"running-icicle"},"Running ICICLE"),(0,a.kt)("p",null,"This guide assumes that you have a Linux or Windows machine with a Nvidia GPU installed. If you don't have access to a Nvidia GPU you can access one for free on ",(0,a.kt)("a",{parentName:"p",href:"https://colab.google/"},"Google Colab"),"."),(0,a.kt)("h3",{id:"prerequisites"},"Prerequisites"),(0,a.kt)("ul",null,(0,a.kt)("li",{parentName:"ul"},"NVCC (version 12.0 or newer)"),(0,a.kt)("li",{parentName:"ul"},"cmake 3.18 and above"),(0,a.kt)("li",{parentName:"ul"},"GCC - version 9 or newer is recommended."),(0,a.kt)("li",{parentName:"ul"},"Any Nvidia GPU"),(0,a.kt)("li",{parentName:"ul"},"Linux or Windows operating system.")),(0,a.kt)("h4",{id:"optional-prerequisites"},"Optional Prerequisites"),(0,a.kt)("ul",null,(0,a.kt)("li",{parentName:"ul"},"Docker, latest version."),(0,a.kt)("li",{parentName:"ul"},(0,a.kt)("a",{parentName:"li",href:"https://docs.nvidia.com/datacenter/cloud-native/container-toolkit/latest/index.html"},"NVIDIA Container Toolkit"))),(0,a.kt)("p",null,"If you don't wish to install these prerequisites you can follow this tutorial using a ",(0,a.kt)("a",{parentName:"p",href:"https://github.com/ingonyama-zk/icicle/blob/main/Dockerfile"},"ZK-Container")," (docker container). To learn more about using ZK-Containers ",(0,a.kt)("a",{parentName:"p",href:"/ZKContainers"},"read this"),"."),(0,a.kt)("h3",{id:"setting-up-icicle-and-running-tests"},"Setting up ICICLE and running tests"),(0,a.kt)("p",null,"The objective of this guide is to make sure you can run the ICICLE Core, Rust and Golang tests. Achieving this will ensure you know how to setup ICICLE and run a ICICLE program. For simplicity, we will be using the ICICLE docker container as our environment, however, you may install the prerequisites on your machine and follow the same commands in your terminal."),(0,a.kt)("h4",{id:"setting-up-our-environment"},"Setting up our environment"),(0,a.kt)("p",null,"Lets begin by cloning the ICICLE repository:"),(0,a.kt)("pre",null,(0,a.kt)("code",{parentName:"pre",className:"language-sh"},"git clone https://github.com/ingonyama-zk/icicle\n")),(0,a.kt)("p",null,"We will proceed to build the docker image ",(0,a.kt)("a",{parentName:"p",href:"https://github.com/ingonyama-zk/icicle/blob/main/Dockerfile"},"found here"),":"),(0,a.kt)("pre",null,(0,a.kt)("code",{parentName:"pre",className:"language-sh"},"docker build -t icicle-demo .\ndocker run -it --runtime=nvidia --gpus all --name icicle_container icicle-demo\n")),(0,a.kt)("ul",null,(0,a.kt)("li",{parentName:"ul"},(0,a.kt)("inlineCode",{parentName:"li"},"-it")," runs the container in interactive mode with a terminal."),(0,a.kt)("li",{parentName:"ul"},(0,a.kt)("inlineCode",{parentName:"li"},"--gpus all")," Allocate all available GPUs to the container. You can also specify which GPUs to use if you don't want to allocate all."),(0,a.kt)("li",{parentName:"ul"},(0,a.kt)("inlineCode",{parentName:"li"},"--runtime=nvidia")," Use the NVIDIA runtime, necessary for GPU support.")),(0,a.kt)("p",null,"To read more about these settings reference this ",(0,a.kt)("a",{parentName:"p",href:"https://developer.nvidia.com/nvidia-container-runtime"},"article"),"."),(0,a.kt)("p",null,"If you accidentally close your terminal and want to reconnect just call:"),(0,a.kt)("pre",null,(0,a.kt)("code",{parentName:"pre",className:"language-sh"},"docker exec -it icicle_container bash\n")),(0,a.kt)("p",null,"Lets make sure that we have the correct CUDA version before proceeding"),(0,a.kt)("pre",null,(0,a.kt)("code",{parentName:"pre",className:"language-sh"},"nvcc --version\n")),(0,a.kt)("p",null,"You should see something like this"),(0,a.kt)("pre",null,(0,a.kt)("code",{parentName:"pre",className:"language-sh"},"nvcc: NVIDIA (R) Cuda compiler driver\nCopyright (c) 2005-2023 NVIDIA Corporation\nBuilt on Tue_Aug_15_22:02:13_PDT_2023\nCuda compilation tools, release 12.2, V12.2.140\nBuild cuda_12.2.r12.2/compiler.33191640_0\n")),(0,a.kt)("p",null,"Make sure the release version is at least 12.0."),(0,a.kt)("h4",{id:"icicle-core-1"},"ICICLE Core"),(0,a.kt)("p",null,"ICICLE Core is found under ",(0,a.kt)("a",{parentName:"p",href:"https://github.com/ingonyama-zk/icicle/tree/main/icicle"},(0,a.kt)("inlineCode",{parentName:"a"},"/icicle")),". To build and run the tests first:"),(0,a.kt)("pre",null,(0,a.kt)("code",{parentName:"pre",className:"language-sh"},"cd icicle\n")),(0,a.kt)("p",null,"We are going to compile ICICLE for a specific curve"),(0,a.kt)("pre",null,(0,a.kt)("code",{parentName:"pre",className:"language-sh"},"mkdir -p build\ncmake -S . -B build -DCURVE=bn254 -DBUILD_TESTS=ON\ncmake --build build\n")),(0,a.kt)("p",null,(0,a.kt)("inlineCode",{parentName:"p"},"-DBUILD_TESTS=ON")," compiles the tests, without this flag ",(0,a.kt)("inlineCode",{parentName:"p"},"ctest")," won't work.\n",(0,a.kt)("inlineCode",{parentName:"p"},"-DCURVE=bn254")," tells the compiler which curve to build. You can find a list of supported curves ",(0,a.kt)("a",{parentName:"p",href:"https://github.com/ingonyama-zk/icicle/tree/main/icicle/curves"},"here"),"."),(0,a.kt)("p",null,"The output in ",(0,a.kt)("inlineCode",{parentName:"p"},"build")," folder should include the static libraries for the compiled curve."),(0,a.kt)("div",{className:"admonition admonition-info alert alert--info"},(0,a.kt)("div",{parentName:"div",className:"admonition-heading"},(0,a.kt)("h5",{parentName:"div"},(0,a.kt)("span",{parentName:"h5",className:"admonition-icon"},(0,a.kt)("svg",{parentName:"span",xmlns:"http://www.w3.org/2000/svg",width:"14",height:"16",viewBox:"0 0 14 16"},(0,a.kt)("path",{parentName:"svg",fillRule:"evenodd",d:"M7 2.3c3.14 0 5.7 2.56 5.7 5.7s-2.56 5.7-5.7 5.7A5.71 5.71 0 0 1 1.3 8c0-3.14 2.56-5.7 5.7-5.7zM7 1C3.14 1 0 4.14 0 8s3.14 7 7 7 7-3.14 7-7-3.14-7-7-7zm1 3H6v5h2V4zm0 6H6v2h2v-2z"}))),"info")),(0,a.kt)("div",{parentName:"div",className:"admonition-content"},(0,a.kt)("p",{parentName:"div"},"Make sure to only use ",(0,a.kt)("inlineCode",{parentName:"p"},"-DBUILD_TESTS=ON")," for running tests as the archive output will only be available when ",(0,a.kt)("inlineCode",{parentName:"p"},"-DBUILD_TESTS=ON")," is not supplied."))),(0,a.kt)("p",null,"To run the test"),(0,a.kt)("pre",null,(0,a.kt)("code",{parentName:"pre",className:"language-sh"},"cd build\nctest\n")),(0,a.kt)("h4",{id:"icicle-rust"},"ICICLE Rust"),(0,a.kt)("p",null,"The rust bindings work by first compiling the CUDA static libraries as seen ",(0,a.kt)("a",{parentName:"p",href:"https://github.com/ingonyama-zk/icicle/blob/main/wrappers/rust/icicle-curves/icicle-bn254/build.rs"},"here"),". The compilation of CUDA and the Rust library is all handled by the rust build toolchain."),(0,a.kt)("p",null,"Similar to ICICLE Core here we also have to compile per curve."),(0,a.kt)("p",null,"Lets compile curve ",(0,a.kt)("inlineCode",{parentName:"p"},"bn254")),(0,a.kt)("pre",null,(0,a.kt)("code",{parentName:"pre",className:"language-sh"},"cd wrappers/rust/icicle-curves/icicle-bn254\n")),(0,a.kt)("p",null,"Now lets build our library"),(0,a.kt)("pre",null,(0,a.kt)("code",{parentName:"pre",className:"language-sh"},"cargo build --release\n")),(0,a.kt)("p",null,"This may take a couple of minutes since we are compiling both the CUDA and Rust code."),(0,a.kt)("p",null,"To run the tests"),(0,a.kt)("pre",null,(0,a.kt)("code",{parentName:"pre",className:"language-sh"},"cargo test -- --test-threads=1\n")),(0,a.kt)("p",null,(0,a.kt)("inlineCode",{parentName:"p"},"--test-threads=1")," is needed because currently some tests might interfere with one another inside the GPU."),(0,a.kt)("p",null,"We also include some benchmarks"),(0,a.kt)("pre",null,(0,a.kt)("code",{parentName:"pre",className:"language-sh"},"cargo bench\n")),(0,a.kt)("h4",{id:"icicle-golang"},"ICICLE Golang"),(0,a.kt)("p",null,"Golang is WIP in v1, coming soon. Please checkout a previous ",(0,a.kt)("a",{parentName:"p",href:"https://github.com/ingonyama-zk/icicle/releases/tag/v0.1.0"},"release v0.1.0")," for golang bindings."),(0,a.kt)("h3",{id:"running-icicle-examples"},"Running ICICLE examples"),(0,a.kt)("p",null,"ICICLE examples can be found ",(0,a.kt)("a",{parentName:"p",href:"https://github.com/ingonyama-zk/icicle-examples"},"here")," these examples cover some simple use cases using C++, rust and golang."),(0,a.kt)("p",null,"In each example directory, ZK-container files are located in a subdirectory ",(0,a.kt)("inlineCode",{parentName:"p"},".devcontainer"),"."),(0,a.kt)("pre",null,(0,a.kt)("code",{parentName:"pre",className:"language-sh"},"msm/\n\u251c\u2500\u2500 .devcontainer\n \u251c\u2500\u2500 devcontainer.json\n \u2514\u2500\u2500 Dockerfile\n")),(0,a.kt)("p",null,"Lets run one of our C++ examples, in this case the ",(0,a.kt)("a",{parentName:"p",href:"https://github.com/ingonyama-zk/icicle-examples/blob/main/c%2B%2B/msm/example.cu"},"MSM example"),"."),(0,a.kt)("p",null,"Clone the repository"),(0,a.kt)("pre",null,(0,a.kt)("code",{parentName:"pre",className:"language-sh"},"git clone https://github.com/ingonyama-zk/icicle-examples.git\ncd icicle-examples\n")),(0,a.kt)("p",null,"Enter the test directory"),(0,a.kt)("pre",null,(0,a.kt)("code",{parentName:"pre",className:"language-sh"},"cd c++/msm\n")),(0,a.kt)("p",null,"Now lets build our docker file and run the test inside it. Make sure you have installed the ",(0,a.kt)("a",{parentName:"p",href:"#optional-prerequisites"},"optional prerequisites"),"."),(0,a.kt)("pre",null,(0,a.kt)("code",{parentName:"pre",className:"language-sh"},"docker build -t icicle-example-msm -f .devcontainer/Dockerfile .\n")),(0,a.kt)("p",null,"Lets start and enter the container"),(0,a.kt)("pre",null,(0,a.kt)("code",{parentName:"pre",className:"language-sh"},"docker run -it --rm --gpus all -v .:/icicle-example icicle-example-msm\n")),(0,a.kt)("p",null,"to run the example"),(0,a.kt)("pre",null,(0,a.kt)("code",{parentName:"pre",className:"language-sh"},"rm -rf build\nmkdir -p build\ncmake -S . -B build\ncmake --build build\n./build/example\n")),(0,a.kt)("p",null,"You can now experiment with our other examples, perhaps try to run a rust or golang example next."),(0,a.kt)("h2",{id:"writing-new-bindings-for-icicle"},"Writing new bindings for ICICLE"),(0,a.kt)("p",null,"Since ICICLE Core is written in CUDA / C++ its really simple to generate static libraries. These static libraries can be installed on any system and called by higher level languages such as Golang."),(0,a.kt)("p",null,"static libraries can be loaded into memory once and used by multiple programs, reducing memory usage and potentially improving performance. They also allow you to separate functionality into distinct modules so your static library may need to compile only specific features that you want to use."),(0,a.kt)("p",null,"Lets review the Golang bindings since its a pretty verbose example (compared to rust which hides it pretty well) of using static libraries. Golang has a library named ",(0,a.kt)("inlineCode",{parentName:"p"},"CGO")," which can be used to link static libraries. Here's a basic example on how you can use cgo to link these libraries:"),(0,a.kt)("pre",null,(0,a.kt)("code",{parentName:"pre",className:"language-go"},'/*\n#cgo LDFLAGS: -L/path/to/shared/libs -lbn254 -lbls12_381 -lbls12_377 -lbw6_671\n#include "icicle.h" // make sure you use the correct header file(s)\n*/\nimport "C"\n\nfunc main() {\n // Now you can call the C functions from the ICICLE libraries.\n // Note that C function calls are prefixed with \'C.\' in Go code.\n\n out := (*C.BN254_projective_t)(unsafe.Pointer(p))\n in := (*C.BN254_affine_t)(unsafe.Pointer(affine))\n\n C.projective_from_affine_bn254(out, in)\n}\n')),(0,a.kt)("p",null,"The comments on the first line tell ",(0,a.kt)("inlineCode",{parentName:"p"},"CGO")," which libraries to import as well as which header files to include. You can then call methods which are part of the static library and defined in the header file, ",(0,a.kt)("inlineCode",{parentName:"p"},"C.projective_from_affine_bn254")," is an example."),(0,a.kt)("p",null,"If you wish to create your own bindings for a language of your choice we suggest you start by investigating how you can call static libraries."),(0,a.kt)("h3",{id:"icicle-adapters"},"ICICLE Adapters"),(0,a.kt)("p",null,"One of the core ideas behind ICICLE is that developers can gradually accelerate their provers. Many protocols are written using other cryptographic libraries and completely replacing them may be complex and time consuming."),(0,a.kt)("p",null,"Therefore we offer adapters for various popular libraries, these adapters allow us to convert points and scalars between different formats defined by various libraries. Here is a list:"),(0,a.kt)("p",null,"Golang adapters:"),(0,a.kt)("ul",null,(0,a.kt)("li",{parentName:"ul"},(0,a.kt)("a",{parentName:"li",href:"https://github.com/ingonyama-zk/iciclegnark"},"Gnark crypto adapter"))))}d.isMDXComponent=!0},5870:(e,t,i)=>{i.d(t,{Z:()=>n});const n=i.p+"assets/images/apilevels-1ab85a883df418516e16eb87aa7b0385.png"},8209:(e,t,i)=>{i(7294)}}]); \ No newline at end of file diff --git a/assets/js/3db59c3c.6f7d5e16.js b/assets/js/3db59c3c.6f7d5e16.js deleted file mode 100644 index ef22159..0000000 --- a/assets/js/3db59c3c.6f7d5e16.js +++ /dev/null @@ -1 +0,0 @@ -"use strict";(self.webpackChunkdocusaurus=self.webpackChunkdocusaurus||[]).push([[472],{3905:(e,t,n)=>{n.d(t,{Zo:()=>u,kt:()=>f});var r=n(7294);function i(e,t,n){return t in e?Object.defineProperty(e,t,{value:n,enumerable:!0,configurable:!0,writable:!0}):e[t]=n,e}function a(e,t){var n=Object.keys(e);if(Object.getOwnPropertySymbols){var r=Object.getOwnPropertySymbols(e);t&&(r=r.filter((function(t){return Object.getOwnPropertyDescriptor(e,t).enumerable}))),n.push.apply(n,r)}return n}function o(e){for(var t=1;t=0||(i[n]=e[n]);return i}(e,t);if(Object.getOwnPropertySymbols){var a=Object.getOwnPropertySymbols(e);for(r=0;r=0||Object.prototype.propertyIsEnumerable.call(e,n)&&(i[n]=e[n])}return i}var c=r.createContext({}),s=function(e){var t=r.useContext(c),n=t;return e&&(n="function"==typeof e?e(t):o(o({},t),e)),n},u=function(e){var t=s(e.components);return r.createElement(c.Provider,{value:t},e.children)},p="mdxType",d={inlineCode:"code",wrapper:function(e){var t=e.children;return r.createElement(r.Fragment,{},t)}},m=r.forwardRef((function(e,t){var n=e.components,i=e.mdxType,a=e.originalType,c=e.parentName,u=l(e,["components","mdxType","originalType","parentName"]),p=s(n),m=i,f=p["".concat(c,".").concat(m)]||p[m]||d[m]||a;return n?r.createElement(f,o(o({ref:t},u),{},{components:n})):r.createElement(f,o({ref:t},u))}));function f(e,t){var n=arguments,i=t&&t.mdxType;if("string"==typeof e||i){var a=n.length,o=new Array(a);o[0]=m;var l={};for(var c in t)hasOwnProperty.call(t,c)&&(l[c]=t[c]);l.originalType=e,l[p]="string"==typeof e?e:i,o[1]=l;for(var s=2;s{n.r(t),n.d(t,{assets:()=>c,contentTitle:()=>o,default:()=>d,frontMatter:()=>a,metadata:()=>l,toc:()=>s});var r=n(7462),i=(n(7294),n(3905));n(8209);const a={},o="Supporting Additional Curves",l={unversionedId:"icicle/supporting-additional-curves",id:"icicle/supporting-additional-curves",title:"Supporting Additional Curves",description:"Supporting additional curves is still a work in progress and is bound to change in the future. Currently, the process is very manual but plan to automate the majority of it in future releases.",source:"@site/docs/icicle/supporting-additional-curves.md",sourceDirName:"icicle",slug:"/icicle/supporting-additional-curves",permalink:"/icicle/supporting-additional-curves",editUrl:"https://github.com/ingonyama-zk/developer-docs/tree/main/docs/icicle/supporting-additional-curves.md",tags:[],version:"current",lastUpdatedBy:"ImmanuelSegol",lastUpdatedAt:1705918884,formattedLastUpdatedAt:"1/22/2024",frontMatter:{},sidebar:"GettingStartedSidebar",previous:{title:"Rust bindings",permalink:"/icicle/rust-bindings"},next:{title:"Run ICICLE on Google Colab",permalink:"/icicle/colab-instructions"}},c={},s=[{value:"ICICLE Core",id:"icicle-core",level:2},{value:"Bindings",id:"bindings",level:2},{value:"Rust",id:"rust",level:3},{value:"Golang",id:"golang",level:3}],u={toc:s},p="wrapper";function d(e){let{components:t,...n}=e;return(0,i.kt)(p,(0,r.Z)({},u,n,{components:t,mdxType:"MDXLayout"}),(0,i.kt)("h1",{id:"supporting-additional-curves"},"Supporting Additional Curves"),(0,i.kt)("div",{className:"admonition admonition-note alert alert--secondary"},(0,i.kt)("div",{parentName:"div",className:"admonition-heading"},(0,i.kt)("h5",{parentName:"div"},(0,i.kt)("span",{parentName:"h5",className:"admonition-icon"},(0,i.kt)("svg",{parentName:"span",xmlns:"http://www.w3.org/2000/svg",width:"14",height:"16",viewBox:"0 0 14 16"},(0,i.kt)("path",{parentName:"svg",fillRule:"evenodd",d:"M6.3 5.69a.942.942 0 0 1-.28-.7c0-.28.09-.52.28-.7.19-.18.42-.28.7-.28.28 0 .52.09.7.28.18.19.28.42.28.7 0 .28-.09.52-.28.7a1 1 0 0 1-.7.3c-.28 0-.52-.11-.7-.3zM8 7.99c-.02-.25-.11-.48-.31-.69-.2-.19-.42-.3-.69-.31H6c-.27.02-.48.13-.69.31-.2.2-.3.44-.31.69h1v3c.02.27.11.5.31.69.2.2.42.31.69.31h1c.27 0 .48-.11.69-.31.2-.19.3-.42.31-.69H8V7.98v.01zM7 2.3c-3.14 0-5.7 2.54-5.7 5.68 0 3.14 2.56 5.7 5.7 5.7s5.7-2.55 5.7-5.7c0-3.15-2.56-5.69-5.7-5.69v.01zM7 .98c3.86 0 7 3.14 7 7s-3.14 7-7 7-7-3.12-7-7 3.14-7 7-7z"}))),"note")),(0,i.kt)("div",{parentName:"div",className:"admonition-content"},(0,i.kt)("p",{parentName:"div"},"Supporting additional curves is still a work in progress and is bound to change in the future. Currently, the process is very manual but plan to automate the majority of it in future releases."))),(0,i.kt)("p",null,"We understand the need for ZK developers to use different curves, some common some more exotic. For this reason we designed ICICLE to allow developers to add any curve they desire."),(0,i.kt)("h2",{id:"icicle-core"},"ICICLE Core"),(0,i.kt)("p",null,"ICICLE core is very generic by design so all algorithms and primitives are designed to work based of configuration files ",(0,i.kt)("a",{parentName:"p",href:"https://github.com/ingonyama-zk/icicle/blob/main/icicle/curves/curve_config.cuh"},"selected during compile")," time. This is why we compile ICICLE Core per curve."),(0,i.kt)("p",null,"To add support a new curve you must create a new file under ",(0,i.kt)("a",{parentName:"p",href:"https://github.com/ingonyama-zk/icicle/tree/main/icicle/curves"},(0,i.kt)("inlineCode",{parentName:"a"},"icicle/curves")),". The file should be named ",(0,i.kt)("inlineCode",{parentName:"p"},"_params.cuh"),"."),(0,i.kt)("p",null,"We also require some changes to ",(0,i.kt)("a",{parentName:"p",href:"https://github.com/ingonyama-zk/icicle/blob/main/icicle/curves/curve_config.cuh#L16-L29"},(0,i.kt)("inlineCode",{parentName:"a"},"curve_config.cuh")),", we need to add a new curve id."),(0,i.kt)("pre",null,(0,i.kt)("code",{parentName:"pre"},"...\n\n#define BN254 1\n#define BLS12_381 2\n#define BLS12_377 3\n#define BW6_761 4\n#define 5\n\n...\n")),(0,i.kt)("p",null,"Make sure to modify the ",(0,i.kt)("a",{parentName:"p",href:"https://github.com/ingonyama-zk/icicle/blob/4beda3a900eda961f39af3a496f8184c52bf3b41/icicle/curves/curve_config.cuh#L16-L29"},"rest of the file")," accordingly."),(0,i.kt)("p",null,"Finally we must modify the ",(0,i.kt)("a",{parentName:"p",href:"https://github.com/ingonyama-zk/icicle/blob/main/icicle/CMakeLists.txt#L64"},(0,i.kt)("inlineCode",{parentName:"a"},"make")," file")," to make sure we can compile our new curve."),(0,i.kt)("pre",null,(0,i.kt)("code",{parentName:"pre"},"set(SUPPORTED_CURVES bn254;bls12_381;bls12_377;bw6_761;)\n")),(0,i.kt)("h2",{id:"bindings"},"Bindings"),(0,i.kt)("p",null,"In order to support a new curves in the binding libraries you first must support it in ICICLE core."),(0,i.kt)("h3",{id:"rust"},"Rust"),(0,i.kt)("p",null,"Create a new folder named ",(0,i.kt)("inlineCode",{parentName:"p"},"icicle-")," under the ",(0,i.kt)("a",{parentName:"p",href:"https://github.com/ingonyama-zk/icicle/tree/main/wrappers/rust/icicle-curves"},"rust wrappers folder"),". Your new directory should look like this."),(0,i.kt)("ul",null,(0,i.kt)("li",{parentName:"ul"},"icicle-/",(0,i.kt)("ul",{parentName:"li"},(0,i.kt)("li",{parentName:"ul"},"src/",(0,i.kt)("ul",{parentName:"li"},(0,i.kt)("li",{parentName:"ul"},"ntt/",(0,i.kt)("ul",{parentName:"li"},(0,i.kt)("li",{parentName:"ul"},"mod.rs"))),(0,i.kt)("li",{parentName:"ul"},"msm/",(0,i.kt)("ul",{parentName:"li"},(0,i.kt)("li",{parentName:"ul"},"mod.rs"))),(0,i.kt)("li",{parentName:"ul"},"curve.rs"),(0,i.kt)("li",{parentName:"ul"},"lib.rs"))),(0,i.kt)("li",{parentName:"ul"},"Cargo.toml"),(0,i.kt)("li",{parentName:"ul"},"build.rs")))),(0,i.kt)("p",null,"Lets look at ",(0,i.kt)("a",{parentName:"p",href:"https://github.com/ingonyama-zk/icicle/blob/main/wrappers/rust/icicle-curves/icicle-bn254/src/ntt/mod.rs"},(0,i.kt)("inlineCode",{parentName:"a"},"ntt/mod.rs"))," for example."),(0,i.kt)("pre",null,(0,i.kt)("code",{parentName:"pre"},'...\n\nextern "C" {\n #[link_name = "bn254NTTCuda"]\n fn ntt_cuda<\'a>(\n input: *const ScalarField,\n size: usize,\n is_inverse: bool,\n config: &NTTConfig<\'a, ScalarField>,\n output: *mut ScalarField,\n ) -> CudaError;\n\n #[link_name = "bn254DefaultNTTConfig"]\n fn default_ntt_config() -> NTTConfig<\'static, ScalarField>;\n\n #[link_name = "bn254InitializeDomain"]\n fn initialize_ntt_domain(primitive_root: ScalarField, ctx: &DeviceContext) -> CudaError;\n}\n\n...\n')),(0,i.kt)("p",null,"Here you would need to replace ",(0,i.kt)("inlineCode",{parentName:"p"},"bn254NTTCuda")," with ",(0,i.kt)("inlineCode",{parentName:"p"},"NTTCuda"),". Most of these changes are pretty straight forward. One thing you should pay attention to is limb sizes as these change for different curves. For example ",(0,i.kt)("inlineCode",{parentName:"p"},"BN254")," ",(0,i.kt)("a",{parentName:"p",href:"https://github.com/ingonyama-zk/icicle/blob/4beda3a900eda961f39af3a496f8184c52bf3b41/wrappers/rust/icicle-curves/icicle-bn254/src/curve.rs#L15"},"has limb size of 8")," but for your curve this may be different."),(0,i.kt)("h3",{id:"golang"},"Golang"),(0,i.kt)("p",null,"Golang is WIP in v1, coming soon. Please checkout a previous ",(0,i.kt)("a",{parentName:"p",href:"https://github.com/ingonyama-zk/icicle/releases/tag/v0.1.0"},"release v0.1.0")," for golang bindings."))}d.isMDXComponent=!0},8209:(e,t,n)=>{n(7294)}}]); \ No newline at end of file diff --git a/assets/js/3db59c3c.72589e52.js b/assets/js/3db59c3c.72589e52.js new file mode 100644 index 0000000..ba67c7c --- /dev/null +++ b/assets/js/3db59c3c.72589e52.js @@ -0,0 +1 @@ +"use strict";(self.webpackChunkdocusaurus=self.webpackChunkdocusaurus||[]).push([[472],{3905:(e,t,n)=>{n.d(t,{Zo:()=>u,kt:()=>f});var i=n(7294);function r(e,t,n){return t in e?Object.defineProperty(e,t,{value:n,enumerable:!0,configurable:!0,writable:!0}):e[t]=n,e}function a(e,t){var n=Object.keys(e);if(Object.getOwnPropertySymbols){var i=Object.getOwnPropertySymbols(e);t&&(i=i.filter((function(t){return Object.getOwnPropertyDescriptor(e,t).enumerable}))),n.push.apply(n,i)}return n}function o(e){for(var t=1;t=0||(r[n]=e[n]);return r}(e,t);if(Object.getOwnPropertySymbols){var a=Object.getOwnPropertySymbols(e);for(i=0;i=0||Object.prototype.propertyIsEnumerable.call(e,n)&&(r[n]=e[n])}return r}var c=i.createContext({}),s=function(e){var t=i.useContext(c),n=t;return e&&(n="function"==typeof e?e(t):o(o({},t),e)),n},u=function(e){var t=s(e.components);return i.createElement(c.Provider,{value:t},e.children)},p="mdxType",d={inlineCode:"code",wrapper:function(e){var t=e.children;return i.createElement(i.Fragment,{},t)}},m=i.forwardRef((function(e,t){var n=e.components,r=e.mdxType,a=e.originalType,c=e.parentName,u=l(e,["components","mdxType","originalType","parentName"]),p=s(n),m=r,f=p["".concat(c,".").concat(m)]||p[m]||d[m]||a;return n?i.createElement(f,o(o({ref:t},u),{},{components:n})):i.createElement(f,o({ref:t},u))}));function f(e,t){var n=arguments,r=t&&t.mdxType;if("string"==typeof e||r){var a=n.length,o=new Array(a);o[0]=m;var l={};for(var c in t)hasOwnProperty.call(t,c)&&(l[c]=t[c]);l.originalType=e,l[p]="string"==typeof e?e:r,o[1]=l;for(var s=2;s{n.r(t),n.d(t,{assets:()=>c,contentTitle:()=>o,default:()=>d,frontMatter:()=>a,metadata:()=>l,toc:()=>s});var i=n(7462),r=(n(7294),n(3905));n(8209);const a={},o="Supporting Additional Curves",l={unversionedId:"icicle/supporting-additional-curves",id:"icicle/supporting-additional-curves",title:"Supporting Additional Curves",description:"Supporting additional curves is still a work in progress and is bound to change in the future. 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Currently, the process is very manual but plan to automate the majority of it in future releases."))),(0,r.kt)("p",null,"We understand the need for ZK developers to use different curves, some common some more exotic. For this reason we designed ICICLE to allow developers to add any curve they desire."),(0,r.kt)("h2",{id:"icicle-core"},"ICICLE Core"),(0,r.kt)("p",null,"ICICLE core is very generic by design so all algorithms and primitives are designed to work based of configuration files ",(0,r.kt)("a",{parentName:"p",href:"https://github.com/ingonyama-zk/icicle/blob/main/icicle/curves/curve_config.cuh"},"selected during compile")," time. This is why we compile ICICLE Core per curve."),(0,r.kt)("p",null,"To add support a new curve you must create a new file under ",(0,r.kt)("a",{parentName:"p",href:"https://github.com/ingonyama-zk/icicle/tree/main/icicle/curves"},(0,r.kt)("inlineCode",{parentName:"a"},"icicle/curves")),". The file should be named ",(0,r.kt)("inlineCode",{parentName:"p"},"_params.cuh"),"."),(0,r.kt)("p",null,"We also require some changes to ",(0,r.kt)("a",{parentName:"p",href:"https://github.com/ingonyama-zk/icicle/blob/main/icicle/curves/curve_config.cuh#L16-L29"},(0,r.kt)("inlineCode",{parentName:"a"},"curve_config.cuh")),", we need to add a new curve id."),(0,r.kt)("pre",null,(0,r.kt)("code",{parentName:"pre"},"...\n\n#define BN254 1\n#define BLS12_381 2\n#define BLS12_377 3\n#define BW6_761 4\n#define 5\n\n...\n")),(0,r.kt)("p",null,"Make sure to modify the ",(0,r.kt)("a",{parentName:"p",href:"https://github.com/ingonyama-zk/icicle/blob/4beda3a900eda961f39af3a496f8184c52bf3b41/icicle/curves/curve_config.cuh#L16-L29"},"rest of the file")," accordingly."),(0,r.kt)("p",null,"Finally we must modify the ",(0,r.kt)("a",{parentName:"p",href:"https://github.com/ingonyama-zk/icicle/blob/main/icicle/CMakeLists.txt#L64"},(0,r.kt)("inlineCode",{parentName:"a"},"make")," file")," to make sure we can compile our new curve."),(0,r.kt)("pre",null,(0,r.kt)("code",{parentName:"pre"},"set(SUPPORTED_CURVES bn254;bls12_381;bls12_377;bw6_761;)\n")),(0,r.kt)("h2",{id:"bindings"},"Bindings"),(0,r.kt)("p",null,"In order to support a new curves in the binding libraries you first must support it in ICICLE core."),(0,r.kt)("h3",{id:"rust"},"Rust"),(0,r.kt)("p",null,"Create a new folder named ",(0,r.kt)("inlineCode",{parentName:"p"},"icicle-")," under the ",(0,r.kt)("a",{parentName:"p",href:"https://github.com/ingonyama-zk/icicle/tree/main/wrappers/rust/icicle-curves"},"rust wrappers folder"),". Your new directory should look like this."),(0,r.kt)("ul",null,(0,r.kt)("li",{parentName:"ul"},"icicle-/",(0,r.kt)("ul",{parentName:"li"},(0,r.kt)("li",{parentName:"ul"},"src/",(0,r.kt)("ul",{parentName:"li"},(0,r.kt)("li",{parentName:"ul"},"ntt/",(0,r.kt)("ul",{parentName:"li"},(0,r.kt)("li",{parentName:"ul"},"mod.rs"))),(0,r.kt)("li",{parentName:"ul"},"msm/",(0,r.kt)("ul",{parentName:"li"},(0,r.kt)("li",{parentName:"ul"},"mod.rs"))),(0,r.kt)("li",{parentName:"ul"},"curve.rs"),(0,r.kt)("li",{parentName:"ul"},"lib.rs"))),(0,r.kt)("li",{parentName:"ul"},"Cargo.toml"),(0,r.kt)("li",{parentName:"ul"},"build.rs")))),(0,r.kt)("p",null,"Lets look at ",(0,r.kt)("a",{parentName:"p",href:"https://github.com/ingonyama-zk/icicle/blob/main/wrappers/rust/icicle-curves/icicle-bn254/src/ntt/mod.rs"},(0,r.kt)("inlineCode",{parentName:"a"},"ntt/mod.rs"))," for example."),(0,r.kt)("pre",null,(0,r.kt)("code",{parentName:"pre"},'...\n\nextern "C" {\n #[link_name = "bn254NTTCuda"]\n fn ntt_cuda<\'a>(\n input: *const ScalarField,\n size: usize,\n is_inverse: bool,\n config: &NTTConfig<\'a, ScalarField>,\n output: *mut ScalarField,\n ) -> CudaError;\n\n #[link_name = "bn254DefaultNTTConfig"]\n fn default_ntt_config() -> NTTConfig<\'static, ScalarField>;\n\n #[link_name = "bn254InitializeDomain"]\n fn initialize_ntt_domain(primitive_root: ScalarField, ctx: &DeviceContext) -> CudaError;\n}\n\n...\n')),(0,r.kt)("p",null,"Here you would need to replace ",(0,r.kt)("inlineCode",{parentName:"p"},"bn254NTTCuda")," with ",(0,r.kt)("inlineCode",{parentName:"p"},"NTTCuda"),". Most of these changes are pretty straight forward. One thing you should pay attention to is limb sizes as these change for different curves. For example ",(0,r.kt)("inlineCode",{parentName:"p"},"BN254")," ",(0,r.kt)("a",{parentName:"p",href:"https://github.com/ingonyama-zk/icicle/blob/4beda3a900eda961f39af3a496f8184c52bf3b41/wrappers/rust/icicle-curves/icicle-bn254/src/curve.rs#L15"},"has limb size of 8")," but for your curve this may be different."),(0,r.kt)("h3",{id:"golang"},"Golang"),(0,r.kt)("p",null,"Golang is WIP in v1, coming soon. 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ECC |\n| Fan Temp Perf Pwr:Usage/Cap | Memory-Usage | GPU-Util Compute M. |\n| | | MIG M. |\n|=========================================+======================+======================|\n| 0 Tesla T4 Off | 00000000:00:04.0 Off | 0 |\n| N/A 39C P8 9W / 70W | 0MiB / 15360MiB | 0% Default |\n| | | N/A |\n+-----------------------------------------+----------------------+----------------------+\n \n+---------------------------------------------------------------------------------------+\n| Processes: |\n| GPU GI CI PID Type Process name GPU Memory |\n| ID ID Usage |\n|=======================================================================================|\n| No running processes found |\n+---------------------------------------------------------------------------------------+\n")),(0,a.kt)("h2",{id:"cloning-icicle-and-running-test"},"Cloning ICICLE and running test"),(0,a.kt)("p",null,"Now we are ready to clone ICICE 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curve::tests::test_affine_projective_convert ... ok\ntest curve::tests::test_point_equality ... ok\ntest curve::tests::test_field_convert_montgomery ... ok\ntest curve::tests::test_scalar_equality ... ok\ntest curve::tests::test_points_convert_montgomery ... ok\ntest msm::tests::test_msm ... ok\ntest msm::tests::test_msm_skewed_distributions ... ok\ntest ntt::tests::test_ntt ... ok\ntest ntt::tests::test_ntt_arbitrary_coset ... ok\ntest msm::tests::test_msm_batch has been running for over 60 seconds\ntest msm::tests::test_msm_batch ... ok\ntest ntt::tests::test_ntt_coset_from_subgroup ... ok\ntest ntt::tests::test_ntt_device_async ... ok\ntest ntt::tests::test_ntt_batch ... ok\n\ntest result: ok. 15 passed; 0 failed; 0 ignored; 0 measured; 0 filtered out; finished in 99.39s\n")),(0,a.kt)("p",null,"Viola, ICICLE in Colab!"))}m.isMDXComponent=!0},4429:(e,t,n)=>{n.d(t,{Z:()=>r});const 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GPU."),(0,a.kt)("ul",null,(0,a.kt)("li",{parentName:"ul"},'in the upper corner click on the dropdown menu and select "change runtime type"')),(0,a.kt)("p",null,(0,a.kt)("img",{alt:"Change runtime",src:n(4429).Z,width:"423",height:"388"})),(0,a.kt)("ul",null,(0,a.kt)("li",{parentName:"ul"},'In the window select "T4 GPU" and press Save')),(0,a.kt)("p",null,(0,a.kt)("img",{alt:"T4 GPU",src:n(8259).Z,width:"582",height:"424"})),(0,a.kt)("p",null,"Installing Rust is rather simple, just execute the following command:"),(0,a.kt)("pre",null,(0,a.kt)("code",{parentName:"pre",className:"language-sh"},"!apt install rustc cargo\n")),(0,a.kt)("p",null,"To test the installation of Rust:"),(0,a.kt)("pre",null,(0,a.kt)("code",{parentName:"pre",className:"language-sh"},"!rustc --version\n!cargo --version\n")),(0,a.kt)("p",null,"A successful installation will result in a rustc and cargo version print, a faulty installation will look like this:"),(0,a.kt)("pre",null,(0,a.kt)("code",{parentName:"pre",className:"language-sh"},"/bin/bash: line 1: rustc: command not found\n/bin/bash: line 1: cargo: command not found\n")),(0,a.kt)("p",null,"Now we will check the environment:"),(0,a.kt)("pre",null,(0,a.kt)("code",{parentName:"pre",className:"language-sh"},"!nvcc --version\n!gcc --version\n!cmake --version\n!nvidia-smi\n")),(0,a.kt)("p",null,"A correct environment should print the result with no bash errors for ",(0,a.kt)("inlineCode",{parentName:"p"},"nvidia-smi")," command and result in a ",(0,a.kt)("strong",{parentName:"p"},"Teslt T4 GPU")," type:"),(0,a.kt)("pre",null,(0,a.kt)("code",{parentName:"pre",className:"language-sh"},"nvcc: NVIDIA (R) Cuda compiler driver\nCopyright (c) 2005-2023 NVIDIA Corporation\nBuilt on Tue_Aug_15_22:02:13_PDT_2023\nCuda compilation tools, release 12.2, V12.2.140\nBuild cuda_12.2.r12.2/compiler.33191640_0\ngcc (Ubuntu 11.4.0-1ubuntu1~22.04) 11.4.0\nCopyright (C) 2021 Free Software Foundation, Inc.\nThis is free software; see the source for copying conditions. There is NO\nwarranty; not even for MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.\n\ncmake version 3.27.9\n\nCMake suite maintained and supported by Kitware (kitware.com/cmake).\nWed Jan 17 13:10:18 2024 \n+---------------------------------------------------------------------------------------+\n| NVIDIA-SMI 535.104.05 Driver Version: 535.104.05 CUDA Version: 12.2 |\n|-----------------------------------------+----------------------+----------------------+\n| GPU Name Persistence-M | Bus-Id Disp.A | Volatile Uncorr. 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If you are an engineer, developer or an academic researcher we invite you to checkout ",(0,n.kt)("a",{parentName:"p",href:"https://www.ingonyama.com/blog/icicle-for-researchers-grants-challenges"},"our grant program"),". We will give you access to GPUs and even pay you to do your dream research!"),(0,n.kt)("h3",{id:"google-colab"},"Google Colab"),(0,n.kt)("p",null,"This is a great way to get started with ICICLE instantly. Google Colab offers free GPU access the down side being that the GPU doesn't have a lot of RAM but it should be enough for experimenting and even prototyping with ICICLE."),(0,n.kt)("p",null,"For an extensive guide on how to setup Google Colab with ICICLE refer to ",(0,n.kt)("a",{parentName:"p",href:"/icicle/colab-instructions"},"this article"),"."),(0,n.kt)("p",null,"If none of these options are appropriate for you reach out to us on ",(0,n.kt)("a",{parentName:"p",href:"https://t.me/RealElan"},"telegram")," we will do our best to help you."),(0,n.kt)("h3",{id:"vastai"},"Vast.ai"),(0,n.kt)("p",null,(0,n.kt)("a",{parentName:"p",href:"https://vast.ai/"},"Vast.ai")," is a global GPU marketplace where you can rent many different types of GPUs by the hour for ",(0,n.kt)("a",{parentName:"p",href:"https://vast.ai/pricing"},"competitive pricing"),". 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We're committed to ensuring that a lack of a GPU doesn't become a bottleneck for you. If you need help with setup or any other issues, we're here to do our best to help you."))),(0,n.kt)("h2",{id:"what-can-you-do-with-icicle"},"What can you do with ICICLE?"),(0,n.kt)("p",null,(0,n.kt)("a",{parentName:"p",href:"https://github.com/ingonyama-zk/icicle"},"ICICLE")," can be used in the same way you would use any other cryptography library. 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