aws-cdk-neuronx-patterns
Version:
> [!WARNING] > This library is experimental module.
186 lines • 37.5 kB
JavaScript
;
Object.defineProperty(exports, "__esModule", { value: true });
exports.SageMakerInferenceToolkitTnxSageMakerRealtimeInferenceEndpoint = exports.SageMakerInferenceToolkitTnxSageMakerInferenceModelData = void 0;
const deploy_time_build_1 = require("@cdklabs/deploy-time-build");
const sagemaker = require("@aws-cdk/aws-sagemaker-alpha");
const aws_cdk_lib_1 = require("aws-cdk-lib");
const aws_s3_deployment_1 = require("aws-cdk-lib/aws-s3-deployment");
const constructs_1 = require("constructs");
const path_1 = require("path");
const neuronx_1 = require("../base/neuronx");
/**
* @deprecated
*/
class SageMakerInferenceToolkitTnxSageMakerInferenceModelData {
static fromBucket(bucket, prefix, options) {
const nPositions = options.compileOptions?.nPositions ?? 4096;
const quantDtype = options.compileOptions?.quantDtype;
const optLevel = neuronx_1.OptLevel.BEST_BALANCE;
const batchSize = options.compileOptions?.batchSize ?? 1;
const memoryFootprint = options.config
? (0, neuronx_1.calcMemoryFootprint)(options.config.embeddingDimension, options.config.layers, neuronx_1.DataTypeBits.BF16_OR_FP16, nPositions, batchSize)
: (0, neuronx_1.inferMemoryFootprintFromParameters)(options.parameters, nPositions, batchSize);
const neuronxInstanceTypes = [
neuronx_1.NeuronxInstanceType.INF2_8XLARGE,
neuronx_1.NeuronxInstanceType.INF2_24XLARGE,
neuronx_1.NeuronxInstanceType.INF2_48XLARGE,
];
const availableInstancePatterns = neuronxInstanceTypes
.flatMap((neuronxInstanceType) => (0, neuronx_1.calcTensorParallel)(neuronxInstanceType, memoryFootprint, options.config?.attentionHeads).map((v) => ({
neuronxInstanceType,
...v,
})))
.filter((pattern) => !options.compileOptions?.tpDegree ||
pattern.tp === options.compileOptions.tpDegree);
if (availableInstancePatterns.length === 0) {
throw new Error(`No available instance type. You can use tpDegree are ${availableInstancePatterns.map((p) => p.tp).join(", ")}.`);
}
const tpDegree = options.compileOptions?.tpDegree ?? availableInstancePatterns[0].tp;
return new SageMakerInferenceToolkitTnxSageMakerInferenceModelData({
bucket,
compiledArtifactS3Prefix: prefix,
nPositions,
quantDtype,
optLevel,
tpDegree,
code: options.code,
modelIdOrPath: options.modelIdOrPath,
parameters: options.parameters,
});
}
static fromNeuronxNativeCompiler(compiler, code) {
const compiledModel = compiler.compile();
return new SageMakerInferenceToolkitTnxSageMakerInferenceModelData({
...compiledModel,
optLevel: compiledModel.optLevel ?? neuronx_1.OptLevel.BEST_BALANCE,
compiledArtifactS3Prefix: compiledModel.s3Prefix,
parameters: compiler.model.options.parameters,
code,
dependables: [compiler.node.defaultChild],
});
}
constructor(options) {
this.bucket = options.bucket;
this.compiledArtifactS3Prefix = options.compiledArtifactS3Prefix;
this.code =
options.code ??
aws_s3_deployment_1.Source.asset((0, path_1.join)(__dirname, "../../scripts/inference/sagemaker-inference-toolkit-tnx/code"));
this.tpDegree = options.tpDegree;
this.quantDtype = options.quantDtype;
this.nPositions = options.nPositions;
this.optLevel = options.optLevel;
this.modelIdOrPath = options.modelIdOrPath;
this.compiledArtifactPath = options.compiledArtifactPath;
this.parameters = options.parameters;
this.dependables = options.dependables ?? [];
}
bind(scope, model) {
const deploy = new aws_s3_deployment_1.BucketDeployment(scope, "CodeDeployment", {
destinationBucket: this.bucket,
sources: [this.code],
destinationKeyPrefix: (0, path_1.join)(this.compiledArtifactS3Prefix, "code"),
});
deploy.node.addDependency(...this.dependables);
model.node.addDependency(deploy);
}
}
exports.SageMakerInferenceToolkitTnxSageMakerInferenceModelData = SageMakerInferenceToolkitTnxSageMakerInferenceModelData;
/**
* @deprecated
*/
class SageMakerInferenceToolkitTnxSageMakerRealtimeInferenceEndpoint extends constructs_1.Construct {
constructor(scope, id, props) {
super(scope, id);
let image;
if (props.image) {
image = props.image;
}
else {
const build = new deploy_time_build_1.ContainerImageBuild(this, "InferenceImageBuild", {
directory: (0, path_1.join)(__dirname, "../../scripts/inference/sagemaker-inference-toolkit-tnx"),
});
image = sagemaker.ContainerImage.fromEcrRepository(build.repository, build.imageTag);
}
const instanceType = props.instanceType ??
this.selectInstanceTypeByTpDegree(props.modelData.tpDegree);
const model = new sagemaker.Model(this, "Model", {
containers: [
{
image,
environment: {
NEURON_RT_NUM_CORES: props.modelData.tpDegree.toString(),
TS_DEFAULT_RESPONSE_TIMEOUT: (60 * 60).toString(),
TS_DEFAULT_WORKERS_PER_MODEL: Math.floor(instanceType.acceleratorChips.neuronxCores /
props.modelData.tpDegree).toString(),
MODEL: props.modelData.modelIdOrPath ?? "./model",
COMPILED_ARTIFACT: props.modelData.compiledArtifactPath ?? "./compiled",
TP_DEGREE: props.modelData.tpDegree.toString(),
N_POSITIONS: props.modelData.nPositions.toString(),
OPT_LEVEL: props.modelData.optLevel.toString(),
QUANT_DTYPE: props.modelData.quantDtype?.toString() ?? "",
...props.environment,
},
},
],
});
const cfnModel = model.node.findChild("Model");
cfnModel.addPropertyOverride("PrimaryContainer.ModelDataSource.S3DataSource.S3Uri", props.modelData.bucket.s3UrlForObject(aws_cdk_lib_1.Token.isUnresolved(props.modelData.compiledArtifactS3Prefix) ||
props.modelData.compiledArtifactS3Prefix.endsWith("/")
? props.modelData.compiledArtifactS3Prefix
: `${props.modelData.compiledArtifactS3Prefix}/`));
cfnModel.addPropertyOverride("PrimaryContainer.ModelDataSource.S3DataSource.S3DataTypeBits", "S3Prefix");
cfnModel.addPropertyOverride("PrimaryContainer.ModelDataSource.S3DataSource.CompressionType", "None");
props.modelData.bucket.grantRead(model);
props.modelData.bind(this, model);
const endpointConfig = new sagemaker.EndpointConfig(this, "EndpointConfig", {
instanceProductionVariants: [
{
model,
variantName: "PrimaryVariant",
instanceType: sagemaker.InstanceType.of(`ml.${instanceType.toString()}`),
},
],
});
const cfnEndpointConfig = endpointConfig.node.findChild("EndpointConfig");
const volumeSize = props.volumeSize ??
aws_cdk_lib_1.Size.gibibytes(Math.ceil(props.modelData.parameters.toBillion() * 3 > 512
? 512
: props.modelData.parameters.toBillion() * 3));
cfnEndpointConfig.addPropertyOverride("ProductionVariants.0.VolumeSizeInGB", instanceType.toString().startsWith("ml.trn1")
? undefined
: volumeSize.toGibibytes());
const modelDataDownloadTimeout = props.modelDataDownloadTimeout ??
inferenceModelDataDownloadTime(volumeSize);
cfnEndpointConfig.addPropertyOverride("ProductionVariants.0.ModelDataDownloadTimeoutInSeconds", modelDataDownloadTimeout.toSeconds());
cfnEndpointConfig.addPropertyOverride("ProductionVariants.0.ContainerStartupHealthCheckTimeoutInSeconds", (props.containerStartupHealthCheckTimeout ?? modelDataDownloadTimeout).toSeconds());
const endpoint = new sagemaker.Endpoint(this, "Endpoint", {
endpointConfig,
});
this.endpointArn = endpoint.endpointArn;
this.endpointName = endpoint.endpointName;
this.endpoint = endpoint;
}
grantInvoke(grantee) {
return this.endpoint.grantInvoke(grantee);
}
selectInstanceTypeByTpDegree(tpDegree) {
const instanceTypes = [
neuronx_1.NeuronxInstanceType.INF2_8XLARGE,
neuronx_1.NeuronxInstanceType.INF2_24XLARGE,
neuronx_1.NeuronxInstanceType.INF2_48XLARGE,
neuronx_1.NeuronxInstanceType.TRN1_32XLARGE,
];
for (const instanceType of instanceTypes) {
if (instanceType.supportedTensorParallelism.find((tp) => tp >= tpDegree)) {
return instanceType;
}
}
throw new Error("This model is too large, I can not support this model current version.");
}
}
exports.SageMakerInferenceToolkitTnxSageMakerRealtimeInferenceEndpoint = SageMakerInferenceToolkitTnxSageMakerRealtimeInferenceEndpoint;
function inferenceModelDataDownloadTime(volumeSize) {
const seconds = volumeSize.toGibibytes() * 15;
return aws_cdk_lib_1.Duration.seconds(seconds < 3600 ? seconds : 3600);
}
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{ ContainerImageBuild } from \"@cdklabs/deploy-time-build\";\nimport * as sagemaker from \"@aws-cdk/aws-sagemaker-alpha\";\nimport { Duration, Size, Token } from \"aws-cdk-lib\";\nimport { Grant, IGrantable } from \"aws-cdk-lib/aws-iam\";\nimport { IBucket } from \"aws-cdk-lib/aws-s3\";\nimport {\n  BucketDeployment,\n  ISource,\n  Source,\n} from \"aws-cdk-lib/aws-s3-deployment\";\nimport { CfnEndpointConfig, CfnModel } from \"aws-cdk-lib/aws-sagemaker\";\nimport { Construct, IDependable } from \"constructs\";\nimport { join } from \"path\";\nimport {\n  calcMemoryFootprint,\n  calcTensorParallel,\n  DataTypeBits,\n  INeuronxInstanceType,\n  inferMemoryFootprintFromParameters,\n  ModelConfig,\n  NeuronxInstanceType,\n  OptLevel,\n  Parameters,\n  QuantDtype,\n} from \"../base/neuronx\";\nimport {\n  SageMakerInferenceToolkitTnxCompileOptions,\n  SageMakerInferenceToolkitTnxCompiler,\n} from \"./sagemaker-inference-toolkit-tnx-compiler\";\n\n/**\n * Precompiled model options.\n */\nexport interface CompiledModelOptions {\n  /**\n   * Neuronx compile options.\n   * @default - Each properties are set default.\n   */\n  readonly compileOptions?: SageMakerInferenceToolkitTnxCompileOptions;\n  /**\n   * Code used for inference\n   * @default - using the predefined code\n   */\n  readonly code?: ISource;\n  /**\n   * Model ID or saved path\n   * @default \"./model\"\n   */\n  readonly modelIdOrPath?: string;\n  /**\n   * The path where compiled artifacts (i.e. xxx.neff) are stored\n   * @default \"./compiled\"\n   */\n  readonly compiledArtifactPath?: string;\n}\n\nexport interface BucketCompiledModelOptions extends CompiledModelOptions {\n  /**\n   * The number of parameters of model.\n   */\n  readonly parameters: Parameters;\n  readonly config?: ModelConfig;\n}\n\n/**\n * @deprecated\n */\nexport class SageMakerInferenceToolkitTnxSageMakerInferenceModelData {\n  static fromBucket(\n    bucket: IBucket,\n    prefix: string,\n    options: BucketCompiledModelOptions,\n  ) {\n    const nPositions = options.compileOptions?.nPositions ?? 4096;\n    const quantDtype = options.compileOptions?.quantDtype;\n    const optLevel = OptLevel.BEST_BALANCE;\n    const batchSize = options.compileOptions?.batchSize ?? 1;\n    const memoryFootprint = options.config\n      ? calcMemoryFootprint(\n          options.config.embeddingDimension,\n          options.config.layers,\n          DataTypeBits.BF16_OR_FP16,\n          nPositions,\n          batchSize,\n        )\n      : inferMemoryFootprintFromParameters(\n          options.parameters,\n          nPositions,\n          batchSize,\n        );\n    const neuronxInstanceTypes = [\n      NeuronxInstanceType.INF2_8XLARGE,\n      NeuronxInstanceType.INF2_24XLARGE,\n      NeuronxInstanceType.INF2_48XLARGE,\n    ];\n    const availableInstancePatterns = neuronxInstanceTypes\n      .flatMap((neuronxInstanceType) =>\n        calcTensorParallel(\n          neuronxInstanceType,\n          memoryFootprint,\n          options.config?.attentionHeads,\n        ).map((v) => ({\n          neuronxInstanceType,\n          ...v,\n        })),\n      )\n      .filter(\n        (pattern) =>\n          !options.compileOptions?.tpDegree ||\n          pattern.tp === options.compileOptions.tpDegree,\n      );\n    if (availableInstancePatterns.length === 0) {\n      throw new Error(\n        `No available instance type. You can use tpDegree are ${availableInstancePatterns.map((p) => p.tp).join(\", \")}.`,\n      );\n    }\n    const tpDegree =\n      options.compileOptions?.tpDegree ?? availableInstancePatterns[0].tp;\n    return new SageMakerInferenceToolkitTnxSageMakerInferenceModelData({\n      bucket,\n      compiledArtifactS3Prefix: prefix,\n      nPositions,\n      quantDtype,\n      optLevel,\n      tpDegree,\n      code: options.code,\n      modelIdOrPath: options.modelIdOrPath,\n      parameters: options.parameters,\n    });\n  }\n  static fromNeuronxNativeCompiler(\n    compiler: SageMakerInferenceToolkitTnxCompiler,\n    code?: ISource,\n  ) {\n    const compiledModel = compiler.compile();\n    return new SageMakerInferenceToolkitTnxSageMakerInferenceModelData({\n      ...compiledModel,\n      optLevel: compiledModel.optLevel ?? OptLevel.BEST_BALANCE,\n      compiledArtifactS3Prefix: compiledModel.s3Prefix,\n      parameters: compiler.model.options.parameters,\n      code,\n      dependables: [compiler.node.defaultChild!],\n    });\n  }\n  readonly bucket: IBucket;\n  readonly compiledArtifactS3Prefix: string;\n  readonly code: ISource;\n  readonly tpDegree: number;\n  readonly quantDtype?: QuantDtype;\n  readonly nPositions: number;\n  readonly optLevel: OptLevel;\n  readonly modelIdOrPath?: string;\n  readonly compiledArtifactPath?: string;\n  readonly parameters: Parameters;\n  private readonly dependables: IDependable[];\n\n  private constructor(options: {\n    readonly bucket: IBucket;\n    readonly compiledArtifactS3Prefix: string;\n    readonly tpDegree: number;\n    readonly quantDtype?: QuantDtype;\n    readonly nPositions: number;\n    readonly optLevel: OptLevel;\n    readonly code?: ISource;\n    readonly modelIdOrPath?: string;\n    readonly compiledArtifactPath?: string;\n    readonly parameters: Parameters;\n    readonly dependables?: IDependable[];\n  }) {\n    this.bucket = options.bucket;\n    this.compiledArtifactS3Prefix = options.compiledArtifactS3Prefix;\n    this.code =\n      options.code ??\n      Source.asset(\n        join(\n          __dirname,\n          \"../../scripts/inference/sagemaker-inference-toolkit-tnx/code\",\n        ),\n      );\n    this.tpDegree = options.tpDegree;\n    this.quantDtype = options.quantDtype;\n    this.nPositions = options.nPositions;\n    this.optLevel = options.optLevel;\n    this.modelIdOrPath = options.modelIdOrPath;\n    this.compiledArtifactPath = options.compiledArtifactPath;\n    this.parameters = options.parameters;\n    this.dependables = options.dependables ?? [];\n  }\n\n  bind(scope: Construct, model: sagemaker.IModel) {\n    const deploy = new BucketDeployment(scope, \"CodeDeployment\", {\n      destinationBucket: this.bucket,\n      sources: [this.code],\n      destinationKeyPrefix: join(this.compiledArtifactS3Prefix, \"code\"),\n    });\n    deploy.node.addDependency(...this.dependables);\n    model.node.addDependency(deploy);\n  }\n}\n\nexport interface SageMakerInferenceToolkitTnxSageMakerRealtimeInferenceEndpointProps {\n  /**\n   * Model data for SageMaker inference.\n   * The model data requires at least compiled artifacts.\n   */\n  readonly modelData: SageMakerInferenceToolkitTnxSageMakerInferenceModelData;\n  /**\n   * An image of the container where the inference job is executed.\n   */\n  readonly image?: sagemaker.ContainerImage;\n  /**\n   * A map of environment variables to pass into the container.\n   * @default - Only the predefined environment variables required to use Neuronx have been set.\n   */\n  readonly environment?: { [key: string]: string };\n  /**\n   * The instance type of compile worker instance.\n   * @default - It is determined automatically according to the number of model parameters and compilation options.\n   */\n  readonly instanceType?: INeuronxInstanceType;\n  /**\n   * The size, of the ML storage volume attached to individual inference instance associated with the production variant.\n   * Currently only Amazon EBS gp2 storage volumes are supported.\n   * @see https://aws.amazon.com/jp/releasenotes/host-instance-storage-volumes-table\n   * @default - 3 GB per billion parameter (Max 512 GB)\n   */\n  readonly volumeSize?: Size;\n  /**\n   * The timeout value, to download and extract the model that you want to host from Amazon S3\n   * to the individual inference instance associated with this production variant.\n   * @default - 60 seconds, when `volumeSize` larger than 30GB then 1GB x 15 seconds (max 60 minutes)\n   */\n  readonly modelDataDownloadTimeout?: Duration;\n  /**\n   * The timeout value, for your inference container to pass health check by SageMaker Hosting.\n   * @see https://docs.aws.amazon.com/sagemaker/latest/dg/your-algorithms-inference-code.html#your-algorithms-inference-algo-ping-requests\n   * @default - 60 seconds, when set the `modelDataDownloadTimeout` then use same value (max 60 minutes)\n   */\n  readonly containerStartupHealthCheckTimeout?: Duration;\n}\n\n/**\n * @deprecated\n */\nexport class SageMakerInferenceToolkitTnxSageMakerRealtimeInferenceEndpoint extends Construct {\n  /**\n   * The ARN of the endpoint.\n   * @attribute\n   */\n  readonly endpointArn: string;\n  /**\n   * The name of the endpoint.\n   * @attribute\n   */\n  readonly endpointName: string;\n  private readonly endpoint: sagemaker.Endpoint;\n  constructor(\n    scope: Construct,\n    id: string,\n    props: SageMakerInferenceToolkitTnxSageMakerRealtimeInferenceEndpointProps,\n  ) {\n    super(scope, id);\n    let image: sagemaker.ContainerImage;\n    if (props.image) {\n      image = props.image;\n    } else {\n      const build = new ContainerImageBuild(this, \"InferenceImageBuild\", {\n        directory: join(\n          __dirname,\n          \"../../scripts/inference/sagemaker-inference-toolkit-tnx\",\n        ),\n      });\n      image = sagemaker.ContainerImage.fromEcrRepository(\n        build.repository,\n        build.imageTag,\n      );\n    }\n    const instanceType =\n      props.instanceType ??\n      this.selectInstanceTypeByTpDegree(props.modelData.tpDegree);\n    const model = new sagemaker.Model(this, \"Model\", {\n      containers: [\n        {\n          image,\n          environment: {\n            NEURON_RT_NUM_CORES: props.modelData.tpDegree.toString(),\n            TS_DEFAULT_RESPONSE_TIMEOUT: (60 * 60).toString(),\n            TS_DEFAULT_WORKERS_PER_MODEL: Math.floor(\n              instanceType.acceleratorChips.neuronxCores /\n                props.modelData.tpDegree,\n            ).toString(),\n            MODEL: props.modelData.modelIdOrPath ?? \"./model\",\n            COMPILED_ARTIFACT:\n              props.modelData.compiledArtifactPath ?? \"./compiled\",\n            TP_DEGREE: props.modelData.tpDegree.toString(),\n            N_POSITIONS: props.modelData.nPositions.toString(),\n            OPT_LEVEL: props.modelData.optLevel.toString(),\n            QUANT_DTYPE: props.modelData.quantDtype?.toString() ?? \"\",\n            ...props.environment,\n          },\n        },\n      ],\n    });\n    const cfnModel = model.node.findChild(\"Model\") as CfnModel;\n    cfnModel.addPropertyOverride(\n      \"PrimaryContainer.ModelDataSource.S3DataSource.S3Uri\",\n      props.modelData.bucket.s3UrlForObject(\n        Token.isUnresolved(props.modelData.compiledArtifactS3Prefix) ||\n          props.modelData.compiledArtifactS3Prefix.endsWith(\"/\")\n          ? props.modelData.compiledArtifactS3Prefix\n          : `${props.modelData.compiledArtifactS3Prefix}/`,\n      ),\n    );\n    cfnModel.addPropertyOverride(\n      \"PrimaryContainer.ModelDataSource.S3DataSource.S3DataTypeBits\",\n      \"S3Prefix\",\n    );\n    cfnModel.addPropertyOverride(\n      \"PrimaryContainer.ModelDataSource.S3DataSource.CompressionType\",\n      \"None\",\n    );\n    props.modelData.bucket.grantRead(model);\n    props.modelData.bind(this, model);\n    const endpointConfig = new sagemaker.EndpointConfig(\n      this,\n      \"EndpointConfig\",\n      {\n        instanceProductionVariants: [\n          {\n            model,\n            variantName: \"PrimaryVariant\",\n            instanceType: sagemaker.InstanceType.of(\n              `ml.${instanceType.toString()}`,\n            ),\n          },\n        ],\n      },\n    );\n    const cfnEndpointConfig = endpointConfig.node.findChild(\n      \"EndpointConfig\",\n    ) as CfnEndpointConfig;\n    const volumeSize =\n      props.volumeSize ??\n      Size.gibibytes(\n        Math.ceil(\n          props.modelData.parameters.toBillion() * 3 > 512\n            ? 512\n            : props.modelData.parameters.toBillion() * 3,\n        ),\n      );\n    cfnEndpointConfig.addPropertyOverride(\n      \"ProductionVariants.0.VolumeSizeInGB\",\n      instanceType.toString().startsWith(\"ml.trn1\")\n        ? undefined\n        : volumeSize.toGibibytes(),\n    );\n    const modelDataDownloadTimeout =\n      props.modelDataDownloadTimeout ??\n      inferenceModelDataDownloadTime(volumeSize);\n    cfnEndpointConfig.addPropertyOverride(\n      \"ProductionVariants.0.ModelDataDownloadTimeoutInSeconds\",\n      modelDataDownloadTimeout.toSeconds(),\n    );\n    cfnEndpointConfig.addPropertyOverride(\n      \"ProductionVariants.0.ContainerStartupHealthCheckTimeoutInSeconds\",\n      (\n        props.containerStartupHealthCheckTimeout ?? modelDataDownloadTimeout\n      ).toSeconds(),\n    );\n    const endpoint = new sagemaker.Endpoint(this, \"Endpoint\", {\n      endpointConfig,\n    });\n    this.endpointArn = endpoint.endpointArn;\n    this.endpointName = endpoint.endpointName;\n    this.endpoint = endpoint;\n  }\n  grantInvoke(grantee: IGrantable): Grant {\n    return this.endpoint.grantInvoke(grantee);\n  }\n\n  private selectInstanceTypeByTpDegree(tpDegree: number) {\n    const instanceTypes = [\n      NeuronxInstanceType.INF2_8XLARGE,\n      NeuronxInstanceType.INF2_24XLARGE,\n      NeuronxInstanceType.INF2_48XLARGE,\n      NeuronxInstanceType.TRN1_32XLARGE,\n    ];\n    for (const instanceType of instanceTypes) {\n      if (\n        instanceType.supportedTensorParallelism.find((tp) => tp >= tpDegree)\n      ) {\n        return instanceType;\n      }\n    }\n    throw new Error(\n      \"This model is too large, I can not support this model current version.\",\n    );\n  }\n}\n\nfunction inferenceModelDataDownloadTime(volumeSize: Size) {\n  const seconds = volumeSize.toGibibytes() * 15;\n  return Duration.seconds(seconds < 3600 ? seconds : 3600);\n}\n"]}