github.com/pulumi/pulumi-aws/sdk/v6@v6.32.0/go/aws/bedrock/customModel.go (about) 1 // Code generated by the Pulumi Terraform Bridge (tfgen) Tool DO NOT EDIT. 2 // *** WARNING: Do not edit by hand unless you're certain you know what you are doing! *** 3 4 package bedrock 5 6 import ( 7 "context" 8 "reflect" 9 10 "errors" 11 "github.com/pulumi/pulumi-aws/sdk/v6/go/aws/internal" 12 "github.com/pulumi/pulumi/sdk/v3/go/pulumi" 13 ) 14 15 // ## Example Usage 16 // 17 // <!--Start PulumiCodeChooser --> 18 // ```go 19 // package main 20 // 21 // import ( 22 // 23 // "fmt" 24 // 25 // "github.com/pulumi/pulumi-aws/sdk/v6/go/aws/bedrock" 26 // "github.com/pulumi/pulumi-aws/sdk/v6/go/aws/bedrockfoundation" 27 // "github.com/pulumi/pulumi/sdk/v3/go/pulumi" 28 // 29 // ) 30 // 31 // func main() { 32 // pulumi.Run(func(ctx *pulumi.Context) error { 33 // example, err := bedrockfoundation.GetModel(ctx, &bedrockfoundation.GetModelArgs{ 34 // ModelId: "amazon.titan-text-express-v1", 35 // }, nil) 36 // if err != nil { 37 // return err 38 // } 39 // _, err = bedrock.NewCustomModel(ctx, "example", &bedrock.CustomModelArgs{ 40 // CustomModelName: pulumi.String("example-model"), 41 // JobName: pulumi.String("example-job-1"), 42 // BaseModelIdentifier: pulumi.String(example.ModelArn), 43 // RoleArn: pulumi.Any(exampleAwsIamRole.Arn), 44 // Hyperparameters: pulumi.StringMap{ 45 // "epochCount": pulumi.String("1"), 46 // "batchSize": pulumi.String("1"), 47 // "learningRate": pulumi.String("0.005"), 48 // "learningRateWarmupSteps": pulumi.String("0"), 49 // }, 50 // OutputDataConfig: &bedrock.CustomModelOutputDataConfigArgs{ 51 // S3Uri: pulumi.String(fmt.Sprintf("s3://%v/data/", output.Id)), 52 // }, 53 // TrainingDataConfig: &bedrock.CustomModelTrainingDataConfigArgs{ 54 // S3Uri: pulumi.String(fmt.Sprintf("s3://%v/data/train.jsonl", training.Id)), 55 // }, 56 // }) 57 // if err != nil { 58 // return err 59 // } 60 // return nil 61 // }) 62 // } 63 // 64 // ``` 65 // <!--End PulumiCodeChooser --> 66 // 67 // ## Import 68 // 69 // Using `pulumi import`, import Bedrock custom model using the `job_arn`. For example: 70 // 71 // ```sh 72 // $ pulumi import aws:bedrock/customModel:CustomModel example arn:aws:bedrock:us-west-2:123456789012:model-customization-job/amazon.titan-text-express-v1:0:8k/1y5n57gh5y2e 73 // ``` 74 type CustomModel struct { 75 pulumi.CustomResourceState 76 77 // The Amazon Resource Name (ARN) of the base model. 78 BaseModelIdentifier pulumi.StringOutput `pulumi:"baseModelIdentifier"` 79 // The ARN of the output model. 80 CustomModelArn pulumi.StringOutput `pulumi:"customModelArn"` 81 // The custom model is encrypted at rest using this key. Specify the key ARN. 82 CustomModelKmsKeyId pulumi.StringPtrOutput `pulumi:"customModelKmsKeyId"` 83 // Name for the custom model. 84 CustomModelName pulumi.StringOutput `pulumi:"customModelName"` 85 // The customization type. Valid values: `FINE_TUNING`, `CONTINUED_PRE_TRAINING`. 86 CustomizationType pulumi.StringOutput `pulumi:"customizationType"` 87 // [Parameters](https://docs.aws.amazon.com/bedrock/latest/userguide/custom-models-hp.html) related to tuning the model. 88 Hyperparameters pulumi.StringMapOutput `pulumi:"hyperparameters"` 89 // The ARN of the customization job. 90 JobArn pulumi.StringOutput `pulumi:"jobArn"` 91 // A name for the customization job. 92 JobName pulumi.StringOutput `pulumi:"jobName"` 93 // The status of the customization job. A successful job transitions from `InProgress` to `Completed` when the output model is ready to use. 94 JobStatus pulumi.StringOutput `pulumi:"jobStatus"` 95 // S3 location for the output data. 96 OutputDataConfig CustomModelOutputDataConfigPtrOutput `pulumi:"outputDataConfig"` 97 // The Amazon Resource Name (ARN) of an IAM role that Bedrock can assume to perform tasks on your behalf. 98 RoleArn pulumi.StringOutput `pulumi:"roleArn"` 99 // A map of tags to assign to the customization job and custom model. If configured with a provider `defaultTags` configuration block present, tags with matching keys will overwrite those defined at the provider-level. 100 Tags pulumi.StringMapOutput `pulumi:"tags"` 101 // Map of tags assigned to the resource, including those inherited from the provider `defaultTags` configuration block. 102 // 103 // Deprecated: Please use `tags` instead. 104 TagsAll pulumi.StringMapOutput `pulumi:"tagsAll"` 105 Timeouts CustomModelTimeoutsPtrOutput `pulumi:"timeouts"` 106 // Information about the training dataset. 107 TrainingDataConfig CustomModelTrainingDataConfigPtrOutput `pulumi:"trainingDataConfig"` 108 // Metrics associated with the customization job. 109 TrainingMetrics CustomModelTrainingMetricArrayOutput `pulumi:"trainingMetrics"` 110 // Information about the validation dataset. 111 ValidationDataConfig CustomModelValidationDataConfigPtrOutput `pulumi:"validationDataConfig"` 112 // The loss metric for each validator that you provided. 113 ValidationMetrics CustomModelValidationMetricArrayOutput `pulumi:"validationMetrics"` 114 // Configuration parameters for the private Virtual Private Cloud (VPC) that contains the resources you are using for this job. 115 VpcConfig CustomModelVpcConfigPtrOutput `pulumi:"vpcConfig"` 116 } 117 118 // NewCustomModel registers a new resource with the given unique name, arguments, and options. 119 func NewCustomModel(ctx *pulumi.Context, 120 name string, args *CustomModelArgs, opts ...pulumi.ResourceOption) (*CustomModel, error) { 121 if args == nil { 122 return nil, errors.New("missing one or more required arguments") 123 } 124 125 if args.BaseModelIdentifier == nil { 126 return nil, errors.New("invalid value for required argument 'BaseModelIdentifier'") 127 } 128 if args.CustomModelName == nil { 129 return nil, errors.New("invalid value for required argument 'CustomModelName'") 130 } 131 if args.Hyperparameters == nil { 132 return nil, errors.New("invalid value for required argument 'Hyperparameters'") 133 } 134 if args.JobName == nil { 135 return nil, errors.New("invalid value for required argument 'JobName'") 136 } 137 if args.RoleArn == nil { 138 return nil, errors.New("invalid value for required argument 'RoleArn'") 139 } 140 opts = internal.PkgResourceDefaultOpts(opts) 141 var resource CustomModel 142 err := ctx.RegisterResource("aws:bedrock/customModel:CustomModel", name, args, &resource, opts...) 143 if err != nil { 144 return nil, err 145 } 146 return &resource, nil 147 } 148 149 // GetCustomModel gets an existing CustomModel resource's state with the given name, ID, and optional 150 // state properties that are used to uniquely qualify the lookup (nil if not required). 151 func GetCustomModel(ctx *pulumi.Context, 152 name string, id pulumi.IDInput, state *CustomModelState, opts ...pulumi.ResourceOption) (*CustomModel, error) { 153 var resource CustomModel 154 err := ctx.ReadResource("aws:bedrock/customModel:CustomModel", name, id, state, &resource, opts...) 155 if err != nil { 156 return nil, err 157 } 158 return &resource, nil 159 } 160 161 // Input properties used for looking up and filtering CustomModel resources. 162 type customModelState struct { 163 // The Amazon Resource Name (ARN) of the base model. 164 BaseModelIdentifier *string `pulumi:"baseModelIdentifier"` 165 // The ARN of the output model. 166 CustomModelArn *string `pulumi:"customModelArn"` 167 // The custom model is encrypted at rest using this key. Specify the key ARN. 168 CustomModelKmsKeyId *string `pulumi:"customModelKmsKeyId"` 169 // Name for the custom model. 170 CustomModelName *string `pulumi:"customModelName"` 171 // The customization type. Valid values: `FINE_TUNING`, `CONTINUED_PRE_TRAINING`. 172 CustomizationType *string `pulumi:"customizationType"` 173 // [Parameters](https://docs.aws.amazon.com/bedrock/latest/userguide/custom-models-hp.html) related to tuning the model. 174 Hyperparameters map[string]string `pulumi:"hyperparameters"` 175 // The ARN of the customization job. 176 JobArn *string `pulumi:"jobArn"` 177 // A name for the customization job. 178 JobName *string `pulumi:"jobName"` 179 // The status of the customization job. A successful job transitions from `InProgress` to `Completed` when the output model is ready to use. 180 JobStatus *string `pulumi:"jobStatus"` 181 // S3 location for the output data. 182 OutputDataConfig *CustomModelOutputDataConfig `pulumi:"outputDataConfig"` 183 // The Amazon Resource Name (ARN) of an IAM role that Bedrock can assume to perform tasks on your behalf. 184 RoleArn *string `pulumi:"roleArn"` 185 // A map of tags to assign to the customization job and custom model. If configured with a provider `defaultTags` configuration block present, tags with matching keys will overwrite those defined at the provider-level. 186 Tags map[string]string `pulumi:"tags"` 187 // Map of tags assigned to the resource, including those inherited from the provider `defaultTags` configuration block. 188 // 189 // Deprecated: Please use `tags` instead. 190 TagsAll map[string]string `pulumi:"tagsAll"` 191 Timeouts *CustomModelTimeouts `pulumi:"timeouts"` 192 // Information about the training dataset. 193 TrainingDataConfig *CustomModelTrainingDataConfig `pulumi:"trainingDataConfig"` 194 // Metrics associated with the customization job. 195 TrainingMetrics []CustomModelTrainingMetric `pulumi:"trainingMetrics"` 196 // Information about the validation dataset. 197 ValidationDataConfig *CustomModelValidationDataConfig `pulumi:"validationDataConfig"` 198 // The loss metric for each validator that you provided. 199 ValidationMetrics []CustomModelValidationMetric `pulumi:"validationMetrics"` 200 // Configuration parameters for the private Virtual Private Cloud (VPC) that contains the resources you are using for this job. 201 VpcConfig *CustomModelVpcConfig `pulumi:"vpcConfig"` 202 } 203 204 type CustomModelState struct { 205 // The Amazon Resource Name (ARN) of the base model. 206 BaseModelIdentifier pulumi.StringPtrInput 207 // The ARN of the output model. 208 CustomModelArn pulumi.StringPtrInput 209 // The custom model is encrypted at rest using this key. Specify the key ARN. 210 CustomModelKmsKeyId pulumi.StringPtrInput 211 // Name for the custom model. 212 CustomModelName pulumi.StringPtrInput 213 // The customization type. Valid values: `FINE_TUNING`, `CONTINUED_PRE_TRAINING`. 214 CustomizationType pulumi.StringPtrInput 215 // [Parameters](https://docs.aws.amazon.com/bedrock/latest/userguide/custom-models-hp.html) related to tuning the model. 216 Hyperparameters pulumi.StringMapInput 217 // The ARN of the customization job. 218 JobArn pulumi.StringPtrInput 219 // A name for the customization job. 220 JobName pulumi.StringPtrInput 221 // The status of the customization job. A successful job transitions from `InProgress` to `Completed` when the output model is ready to use. 222 JobStatus pulumi.StringPtrInput 223 // S3 location for the output data. 224 OutputDataConfig CustomModelOutputDataConfigPtrInput 225 // The Amazon Resource Name (ARN) of an IAM role that Bedrock can assume to perform tasks on your behalf. 226 RoleArn pulumi.StringPtrInput 227 // A map of tags to assign to the customization job and custom model. If configured with a provider `defaultTags` configuration block present, tags with matching keys will overwrite those defined at the provider-level. 228 Tags pulumi.StringMapInput 229 // Map of tags assigned to the resource, including those inherited from the provider `defaultTags` configuration block. 230 // 231 // Deprecated: Please use `tags` instead. 232 TagsAll pulumi.StringMapInput 233 Timeouts CustomModelTimeoutsPtrInput 234 // Information about the training dataset. 235 TrainingDataConfig CustomModelTrainingDataConfigPtrInput 236 // Metrics associated with the customization job. 237 TrainingMetrics CustomModelTrainingMetricArrayInput 238 // Information about the validation dataset. 239 ValidationDataConfig CustomModelValidationDataConfigPtrInput 240 // The loss metric for each validator that you provided. 241 ValidationMetrics CustomModelValidationMetricArrayInput 242 // Configuration parameters for the private Virtual Private Cloud (VPC) that contains the resources you are using for this job. 243 VpcConfig CustomModelVpcConfigPtrInput 244 } 245 246 func (CustomModelState) ElementType() reflect.Type { 247 return reflect.TypeOf((*customModelState)(nil)).Elem() 248 } 249 250 type customModelArgs struct { 251 // The Amazon Resource Name (ARN) of the base model. 252 BaseModelIdentifier string `pulumi:"baseModelIdentifier"` 253 // The custom model is encrypted at rest using this key. Specify the key ARN. 254 CustomModelKmsKeyId *string `pulumi:"customModelKmsKeyId"` 255 // Name for the custom model. 256 CustomModelName string `pulumi:"customModelName"` 257 // The customization type. Valid values: `FINE_TUNING`, `CONTINUED_PRE_TRAINING`. 258 CustomizationType *string `pulumi:"customizationType"` 259 // [Parameters](https://docs.aws.amazon.com/bedrock/latest/userguide/custom-models-hp.html) related to tuning the model. 260 Hyperparameters map[string]string `pulumi:"hyperparameters"` 261 // A name for the customization job. 262 JobName string `pulumi:"jobName"` 263 // S3 location for the output data. 264 OutputDataConfig *CustomModelOutputDataConfig `pulumi:"outputDataConfig"` 265 // The Amazon Resource Name (ARN) of an IAM role that Bedrock can assume to perform tasks on your behalf. 266 RoleArn string `pulumi:"roleArn"` 267 // A map of tags to assign to the customization job and custom model. If configured with a provider `defaultTags` configuration block present, tags with matching keys will overwrite those defined at the provider-level. 268 Tags map[string]string `pulumi:"tags"` 269 Timeouts *CustomModelTimeouts `pulumi:"timeouts"` 270 // Information about the training dataset. 271 TrainingDataConfig *CustomModelTrainingDataConfig `pulumi:"trainingDataConfig"` 272 // Information about the validation dataset. 273 ValidationDataConfig *CustomModelValidationDataConfig `pulumi:"validationDataConfig"` 274 // Configuration parameters for the private Virtual Private Cloud (VPC) that contains the resources you are using for this job. 275 VpcConfig *CustomModelVpcConfig `pulumi:"vpcConfig"` 276 } 277 278 // The set of arguments for constructing a CustomModel resource. 279 type CustomModelArgs struct { 280 // The Amazon Resource Name (ARN) of the base model. 281 BaseModelIdentifier pulumi.StringInput 282 // The custom model is encrypted at rest using this key. Specify the key ARN. 283 CustomModelKmsKeyId pulumi.StringPtrInput 284 // Name for the custom model. 285 CustomModelName pulumi.StringInput 286 // The customization type. Valid values: `FINE_TUNING`, `CONTINUED_PRE_TRAINING`. 287 CustomizationType pulumi.StringPtrInput 288 // [Parameters](https://docs.aws.amazon.com/bedrock/latest/userguide/custom-models-hp.html) related to tuning the model. 289 Hyperparameters pulumi.StringMapInput 290 // A name for the customization job. 291 JobName pulumi.StringInput 292 // S3 location for the output data. 293 OutputDataConfig CustomModelOutputDataConfigPtrInput 294 // The Amazon Resource Name (ARN) of an IAM role that Bedrock can assume to perform tasks on your behalf. 295 RoleArn pulumi.StringInput 296 // A map of tags to assign to the customization job and custom model. If configured with a provider `defaultTags` configuration block present, tags with matching keys will overwrite those defined at the provider-level. 297 Tags pulumi.StringMapInput 298 Timeouts CustomModelTimeoutsPtrInput 299 // Information about the training dataset. 300 TrainingDataConfig CustomModelTrainingDataConfigPtrInput 301 // Information about the validation dataset. 302 ValidationDataConfig CustomModelValidationDataConfigPtrInput 303 // Configuration parameters for the private Virtual Private Cloud (VPC) that contains the resources you are using for this job. 304 VpcConfig CustomModelVpcConfigPtrInput 305 } 306 307 func (CustomModelArgs) ElementType() reflect.Type { 308 return reflect.TypeOf((*customModelArgs)(nil)).Elem() 309 } 310 311 type CustomModelInput interface { 312 pulumi.Input 313 314 ToCustomModelOutput() CustomModelOutput 315 ToCustomModelOutputWithContext(ctx context.Context) CustomModelOutput 316 } 317 318 func (*CustomModel) ElementType() reflect.Type { 319 return reflect.TypeOf((**CustomModel)(nil)).Elem() 320 } 321 322 func (i *CustomModel) ToCustomModelOutput() CustomModelOutput { 323 return i.ToCustomModelOutputWithContext(context.Background()) 324 } 325 326 func (i *CustomModel) ToCustomModelOutputWithContext(ctx context.Context) CustomModelOutput { 327 return pulumi.ToOutputWithContext(ctx, i).(CustomModelOutput) 328 } 329 330 // CustomModelArrayInput is an input type that accepts CustomModelArray and CustomModelArrayOutput values. 331 // You can construct a concrete instance of `CustomModelArrayInput` via: 332 // 333 // CustomModelArray{ CustomModelArgs{...} } 334 type CustomModelArrayInput interface { 335 pulumi.Input 336 337 ToCustomModelArrayOutput() CustomModelArrayOutput 338 ToCustomModelArrayOutputWithContext(context.Context) CustomModelArrayOutput 339 } 340 341 type CustomModelArray []CustomModelInput 342 343 func (CustomModelArray) ElementType() reflect.Type { 344 return reflect.TypeOf((*[]*CustomModel)(nil)).Elem() 345 } 346 347 func (i CustomModelArray) ToCustomModelArrayOutput() CustomModelArrayOutput { 348 return i.ToCustomModelArrayOutputWithContext(context.Background()) 349 } 350 351 func (i CustomModelArray) ToCustomModelArrayOutputWithContext(ctx context.Context) CustomModelArrayOutput { 352 return pulumi.ToOutputWithContext(ctx, i).(CustomModelArrayOutput) 353 } 354 355 // CustomModelMapInput is an input type that accepts CustomModelMap and CustomModelMapOutput values. 356 // You can construct a concrete instance of `CustomModelMapInput` via: 357 // 358 // CustomModelMap{ "key": CustomModelArgs{...} } 359 type CustomModelMapInput interface { 360 pulumi.Input 361 362 ToCustomModelMapOutput() CustomModelMapOutput 363 ToCustomModelMapOutputWithContext(context.Context) CustomModelMapOutput 364 } 365 366 type CustomModelMap map[string]CustomModelInput 367 368 func (CustomModelMap) ElementType() reflect.Type { 369 return reflect.TypeOf((*map[string]*CustomModel)(nil)).Elem() 370 } 371 372 func (i CustomModelMap) ToCustomModelMapOutput() CustomModelMapOutput { 373 return i.ToCustomModelMapOutputWithContext(context.Background()) 374 } 375 376 func (i CustomModelMap) ToCustomModelMapOutputWithContext(ctx context.Context) CustomModelMapOutput { 377 return pulumi.ToOutputWithContext(ctx, i).(CustomModelMapOutput) 378 } 379 380 type CustomModelOutput struct{ *pulumi.OutputState } 381 382 func (CustomModelOutput) ElementType() reflect.Type { 383 return reflect.TypeOf((**CustomModel)(nil)).Elem() 384 } 385 386 func (o CustomModelOutput) ToCustomModelOutput() CustomModelOutput { 387 return o 388 } 389 390 func (o CustomModelOutput) ToCustomModelOutputWithContext(ctx context.Context) CustomModelOutput { 391 return o 392 } 393 394 // The Amazon Resource Name (ARN) of the base model. 395 func (o CustomModelOutput) BaseModelIdentifier() pulumi.StringOutput { 396 return o.ApplyT(func(v *CustomModel) pulumi.StringOutput { return v.BaseModelIdentifier }).(pulumi.StringOutput) 397 } 398 399 // The ARN of the output model. 400 func (o CustomModelOutput) CustomModelArn() pulumi.StringOutput { 401 return o.ApplyT(func(v *CustomModel) pulumi.StringOutput { return v.CustomModelArn }).(pulumi.StringOutput) 402 } 403 404 // The custom model is encrypted at rest using this key. Specify the key ARN. 405 func (o CustomModelOutput) CustomModelKmsKeyId() pulumi.StringPtrOutput { 406 return o.ApplyT(func(v *CustomModel) pulumi.StringPtrOutput { return v.CustomModelKmsKeyId }).(pulumi.StringPtrOutput) 407 } 408 409 // Name for the custom model. 410 func (o CustomModelOutput) CustomModelName() pulumi.StringOutput { 411 return o.ApplyT(func(v *CustomModel) pulumi.StringOutput { return v.CustomModelName }).(pulumi.StringOutput) 412 } 413 414 // The customization type. Valid values: `FINE_TUNING`, `CONTINUED_PRE_TRAINING`. 415 func (o CustomModelOutput) CustomizationType() pulumi.StringOutput { 416 return o.ApplyT(func(v *CustomModel) pulumi.StringOutput { return v.CustomizationType }).(pulumi.StringOutput) 417 } 418 419 // [Parameters](https://docs.aws.amazon.com/bedrock/latest/userguide/custom-models-hp.html) related to tuning the model. 420 func (o CustomModelOutput) Hyperparameters() pulumi.StringMapOutput { 421 return o.ApplyT(func(v *CustomModel) pulumi.StringMapOutput { return v.Hyperparameters }).(pulumi.StringMapOutput) 422 } 423 424 // The ARN of the customization job. 425 func (o CustomModelOutput) JobArn() pulumi.StringOutput { 426 return o.ApplyT(func(v *CustomModel) pulumi.StringOutput { return v.JobArn }).(pulumi.StringOutput) 427 } 428 429 // A name for the customization job. 430 func (o CustomModelOutput) JobName() pulumi.StringOutput { 431 return o.ApplyT(func(v *CustomModel) pulumi.StringOutput { return v.JobName }).(pulumi.StringOutput) 432 } 433 434 // The status of the customization job. A successful job transitions from `InProgress` to `Completed` when the output model is ready to use. 435 func (o CustomModelOutput) JobStatus() pulumi.StringOutput { 436 return o.ApplyT(func(v *CustomModel) pulumi.StringOutput { return v.JobStatus }).(pulumi.StringOutput) 437 } 438 439 // S3 location for the output data. 440 func (o CustomModelOutput) OutputDataConfig() CustomModelOutputDataConfigPtrOutput { 441 return o.ApplyT(func(v *CustomModel) CustomModelOutputDataConfigPtrOutput { return v.OutputDataConfig }).(CustomModelOutputDataConfigPtrOutput) 442 } 443 444 // The Amazon Resource Name (ARN) of an IAM role that Bedrock can assume to perform tasks on your behalf. 445 func (o CustomModelOutput) RoleArn() pulumi.StringOutput { 446 return o.ApplyT(func(v *CustomModel) pulumi.StringOutput { return v.RoleArn }).(pulumi.StringOutput) 447 } 448 449 // A map of tags to assign to the customization job and custom model. If configured with a provider `defaultTags` configuration block present, tags with matching keys will overwrite those defined at the provider-level. 450 func (o CustomModelOutput) Tags() pulumi.StringMapOutput { 451 return o.ApplyT(func(v *CustomModel) pulumi.StringMapOutput { return v.Tags }).(pulumi.StringMapOutput) 452 } 453 454 // Map of tags assigned to the resource, including those inherited from the provider `defaultTags` configuration block. 455 // 456 // Deprecated: Please use `tags` instead. 457 func (o CustomModelOutput) TagsAll() pulumi.StringMapOutput { 458 return o.ApplyT(func(v *CustomModel) pulumi.StringMapOutput { return v.TagsAll }).(pulumi.StringMapOutput) 459 } 460 461 func (o CustomModelOutput) Timeouts() CustomModelTimeoutsPtrOutput { 462 return o.ApplyT(func(v *CustomModel) CustomModelTimeoutsPtrOutput { return v.Timeouts }).(CustomModelTimeoutsPtrOutput) 463 } 464 465 // Information about the training dataset. 466 func (o CustomModelOutput) TrainingDataConfig() CustomModelTrainingDataConfigPtrOutput { 467 return o.ApplyT(func(v *CustomModel) CustomModelTrainingDataConfigPtrOutput { return v.TrainingDataConfig }).(CustomModelTrainingDataConfigPtrOutput) 468 } 469 470 // Metrics associated with the customization job. 471 func (o CustomModelOutput) TrainingMetrics() CustomModelTrainingMetricArrayOutput { 472 return o.ApplyT(func(v *CustomModel) CustomModelTrainingMetricArrayOutput { return v.TrainingMetrics }).(CustomModelTrainingMetricArrayOutput) 473 } 474 475 // Information about the validation dataset. 476 func (o CustomModelOutput) ValidationDataConfig() CustomModelValidationDataConfigPtrOutput { 477 return o.ApplyT(func(v *CustomModel) CustomModelValidationDataConfigPtrOutput { return v.ValidationDataConfig }).(CustomModelValidationDataConfigPtrOutput) 478 } 479 480 // The loss metric for each validator that you provided. 481 func (o CustomModelOutput) ValidationMetrics() CustomModelValidationMetricArrayOutput { 482 return o.ApplyT(func(v *CustomModel) CustomModelValidationMetricArrayOutput { return v.ValidationMetrics }).(CustomModelValidationMetricArrayOutput) 483 } 484 485 // Configuration parameters for the private Virtual Private Cloud (VPC) that contains the resources you are using for this job. 486 func (o CustomModelOutput) VpcConfig() CustomModelVpcConfigPtrOutput { 487 return o.ApplyT(func(v *CustomModel) CustomModelVpcConfigPtrOutput { return v.VpcConfig }).(CustomModelVpcConfigPtrOutput) 488 } 489 490 type CustomModelArrayOutput struct{ *pulumi.OutputState } 491 492 func (CustomModelArrayOutput) ElementType() reflect.Type { 493 return reflect.TypeOf((*[]*CustomModel)(nil)).Elem() 494 } 495 496 func (o CustomModelArrayOutput) ToCustomModelArrayOutput() CustomModelArrayOutput { 497 return o 498 } 499 500 func (o CustomModelArrayOutput) ToCustomModelArrayOutputWithContext(ctx context.Context) CustomModelArrayOutput { 501 return o 502 } 503 504 func (o CustomModelArrayOutput) Index(i pulumi.IntInput) CustomModelOutput { 505 return pulumi.All(o, i).ApplyT(func(vs []interface{}) *CustomModel { 506 return vs[0].([]*CustomModel)[vs[1].(int)] 507 }).(CustomModelOutput) 508 } 509 510 type CustomModelMapOutput struct{ *pulumi.OutputState } 511 512 func (CustomModelMapOutput) ElementType() reflect.Type { 513 return reflect.TypeOf((*map[string]*CustomModel)(nil)).Elem() 514 } 515 516 func (o CustomModelMapOutput) ToCustomModelMapOutput() CustomModelMapOutput { 517 return o 518 } 519 520 func (o CustomModelMapOutput) ToCustomModelMapOutputWithContext(ctx context.Context) CustomModelMapOutput { 521 return o 522 } 523 524 func (o CustomModelMapOutput) MapIndex(k pulumi.StringInput) CustomModelOutput { 525 return pulumi.All(o, k).ApplyT(func(vs []interface{}) *CustomModel { 526 return vs[0].(map[string]*CustomModel)[vs[1].(string)] 527 }).(CustomModelOutput) 528 } 529 530 func init() { 531 pulumi.RegisterInputType(reflect.TypeOf((*CustomModelInput)(nil)).Elem(), &CustomModel{}) 532 pulumi.RegisterInputType(reflect.TypeOf((*CustomModelArrayInput)(nil)).Elem(), CustomModelArray{}) 533 pulumi.RegisterInputType(reflect.TypeOf((*CustomModelMapInput)(nil)).Elem(), CustomModelMap{}) 534 pulumi.RegisterOutputType(CustomModelOutput{}) 535 pulumi.RegisterOutputType(CustomModelArrayOutput{}) 536 pulumi.RegisterOutputType(CustomModelMapOutput{}) 537 }