Cheminformatics

Cheminformatics resource is a collection of scripts and configuration to bringing up Cheminformatices application. The application itself requires two images available at NGC:

Cheminformatics
MegaMolBART gRPC Service

Please refer documentation at Cheminformatics image for features.

Pre-reqs

Ubuntu 18.04 or better
Pascal, Volta, Turing, or an NVIDIA Ampere architecture-based GPU.
Nvidia Driver
Docker
Nvidia Docker runtime

Please refer Recommendations for Cloud Provisioning section for suggested images in cloud platforms.

Setup

Please download the file and extract or execute the following command to get the resource.

ngc registry resource download-version \"nvidia/clara/cheminformatics:0.1.5\"\n

Execute the following commands to start the tool.

chmod +x launch\n./launch\n

Initial setup will be slow because the tool will download ChEMBLE Database(v27) and the models used in the application.

Please use .env file to change SUBNET and IP's used by the container. docker-compose is used to orchestrate the containers.

Recommendations for Cloud Provisioning

The following are some recommendations while provisioning in the cloud:

Google Cloud

Marketplace Image: NVIDIA GPU-Optimized Image for Deep Learning, ML & HPC

Please make sure the user is added to docker group. Rebooting the instance may be required.

AWS

Community AMI: Deep Learning AMI GPU CUDA 11.1.1 (Ubuntu 20.04)

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The application itself requires two images available at NGC:\n - [Cheminformatics](https://ngc.nvidia.com/containers/nvidia:clara:cheminformatics_demo)\n - [MegaMolBART gRPC Service](https://ngc.nvidia.com/containers/nvidia:clara:megamolbart)\n\nPlease refer documentation at [Cheminformatics](https://ngc.nvidia.com/containers/nvidia:clara:cheminformatics_demo) image for features.\n\n\n## Pre-reqs\n - Ubuntu 18.04 or better\n - Pascal, Volta, Turing, or an NVIDIA Ampere architecture-based GPU.\n - Nvidia Driver\n - Docker\n - Nvidia Docker runtime\n \n Please refer **Recommendations for Cloud Provisioning** section for suggested images in cloud platforms.\n\n\n## Setup\n - Please download the file and extract or execute the following command to get the resource.\n ```\n ngc registry resource download-version \"nvidia/clara/cheminformatics:0.1.5\"\n ```\n\n - Execute the following commands to start the tool.\n ```\n chmod +x launch\n ./launch\n ```\n\nInitial setup will be slow because the tool will download ChEMBLE Database(v27) and the models used in the application.\n\n\nPlease use .env file to change SUBNET and IP's used by the container. docker-compose is used to orchestrate the containers.\n\n### Recommendations for Cloud Provisioning\nThe following are some recommendations while provisioning in the cloud:\n\n## Google Cloud\nMarketplace Image: **NVIDIA GPU-Optimized Image for Deep Learning, ML & HPC**\n\nPlease make sure the user is added to docker group. Rebooting the instance may be required.\n\n## AWS\nCommunity AMI: **Deep Learning AMI GPU CUDA 11.1.1 (Ubuntu 20.04)**","displayName","Cheminformatics v0.1",["D",1680632687260],"publisher","NVIDIA","latestVersion","versions","collectionCounts","imageUrl","/api/image/nvidia/clara/resources/cheminformatics","rawImageUrl","https://assets.nvidiagrid.net/ngc/logos/Clara.png","canGuestDownload","latestVersionSizeInBytes","licenseTerms","isMultinodeEnabled","isMultiArchitecture","bias","explainability","privacy","safetyAndSecurity","featureLabels",[],"displayLabels",[274,275,276,277,278,279],"policyLabels",[],"systemLabels",[],"products",[],"hasNimMetadata",{"_242":301,"_281":301,"_283":302,"_285":286},{"_242":299,"_281":299,"_283":300,"_285":286},{"_242":295,"_281":296,"_283":297,"_285":286},{"_242":293,"_281":293,"_283":294,"_285":286},{"_242":289,"_281":290,"_283":291,"_285":286},{"_242":280,"_281":282,"_283":284,"_285":286},"Healthcare","value","indus_healthcare","filter",{"_287":288,"_281":282},"category","label","field","industry","Drug Discovery","uscs_drug_discovery",{"_287":292,"_281":290},"application","Clara Discovery",{"_287":286,"_281":293},"Clara","pltfm_clara",{"_287":298,"_281":296},"platform","Chemistry",{"_287":286,"_281":299},"Cheminformatics",{"_287":286,"_281":301},{"_125":1476,"_127":1477},"ngcApps",[1429],"csaApiBaseUrl","https://www.nvidia.com/ai-agents/csa-agent/dcsm","datadogRum",{"_1410":1411,"_1412":1413,"_1414":1415,"_1416":1417,"_1418":314,"_157":338,"_1419":1420,"_1421":56,"_1422":104,"_1423":104,"_1424":1425,"_1426":104,"_1427":1428},"amplitude",{"_1407":1408,"_1010":-7,"_1409":31},"disableJs","environment","prod","featureFlagsBlob","JTdCJTIydGVzdEZsYWclMjIlM0FmYWxzZSUyQyUyMnNob3dTZWFyY2hMYWJlbFNldEZpbHRlcnMlMjIlM0FmYWxzZSUyQyUyMmNoaW5hTmltRGlzdHJpYnV0b3JzUmVkZXNpZ24lMjIlM0F0cnVlJTJDJTIyZW5hYmxlQ3NhV2lkZ2V0JTIyJTNBZmFsc2UlMkMlMjJlbmFibGVQcm9kdWN0R3JvdXBpbmdCeVN1YnNjcmlwdGlvbiUyMiUzQWZhbHNlJTJDJTIyY29udGFpbmVyU2Nhbm5pbmdSZWRlc2lnbk0xJTIyJTNBdHJ1ZSU3RA==","featureFlagsGuarded","isDevLikeEnv","isPlaywright","isMobileDevice","categorizedOrgs",{"_1401":1402,"_1403":1404,"_1405":1406},"currentOrgContext","currentContextRoles",[],"enterpriseOrgs",[],"locale","en","ngcApiOrigin","ngcHelmOrigin","origin","https://catalog.ngc.nvidia.com","usesMocks","theme","year",2026,"1.7.3","defaultSearchSuggestions",{"_1285":201,"_1286":1287,"_1288":1289,"_1290":1291},"announcements",[],"consentState",{"_376":1275,"_1276":104,"_1277":31,"_1278":31,"_1279":1280},"consentConfig",{"_358":359,"_360":361,"_362":363,"_364":365,"_366":367,"_368":369,"_370":371,"_372":373,"_374":375,"_376":377},"showContactAdmin",1783643115310,[],[],[352,353,354,355,356,357],{"_45":59,"_47":70,"_49":120,"_51":-5,"_53":-5,"_55":56},{"_45":59,"_47":68,"_49":120,"_51":-5,"_53":-5,"_55":56},{"_45":59,"_47":66,"_49":120,"_51":-5,"_53":-5,"_55":56},{"_45":59,"_47":60,"_49":120,"_51":-5,"_53":-5,"_55":56},{"_45":57,"_47":58,"_49":50,"_51":52,"_53":54,"_55":56},{"_45":46,"_47":48,"_49":120,"_51":-5,"_53":-5,"_55":56},"mainInfoText","We and our third-party partners (including social media, advertising, and analytics partners) use cookies and other tracking technologies to collect, store, monitor, and process certain information about you when you visit our website. 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Name	Size	Updated	Actions
docker_compose.yml	1.2 KB	November 16, 2021 UTC	curl wget Download
env.sh	7.26 KB	November 16, 2021 UTC	curl wget Download
generativesampler.proto	1.18 KB	November 16, 2021 UTC	curl wget Download
launch	2.84 KB	November 16, 2021 UTC	curl wget Download