config

package
v0.0.72 Latest Latest
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Published: Apr 29, 2024 License: Apache-2.0 Imports: 21 Imported by: 0

Documentation

Index

Constants

This section is empty.

Variables

View Source
var CUDABaseImages []CUDABaseImage
View Source
var TFCompatibilityMatrix []TFCompatibility
View Source
var TorchCompatibilityMatrix []TorchCompatibility

Functions

func BaseDockerImageName

func BaseDockerImageName(projectDir string) string

BaseDockerImageName returns the Docker image name for base images

func CUDABaseImageFor

func CUDABaseImageFor(cuda string, cuDNN string) (string, error)

func DockerImageName

func DockerImageName(projectDir string) string

DockerImageName returns the default Docker image name for images

func GetProjectDir

func GetProjectDir(customDir string) (string, error)

Returns the project's root directory, or the directory specified by the --project-dir flag

func Validate

func Validate(yamlConfig string, version string) error

func ValidateConfig

func ValidateConfig(config *Config, version string) error

func ValidateSchema

func ValidateSchema(schemaLoader, dataLoader gojsonschema.JSONLoader) error

Types

type ArgumentType

type ArgumentType string
const (
	ArgumentTypeString ArgumentType = "str"
	ArgumentTypeInt    ArgumentType = "int"
	ArgumentTypeFloat  ArgumentType = "float"
	ArgumentTypeBool   ArgumentType = "bool"
	ArgumentTypePath   ArgumentType = "Path"
)

type Build

type Build struct {
	GPU                bool     `json:"gpu,omitempty" yaml:"gpu"`
	PythonVersion      string   `json:"python_version,omitempty" yaml:"python_version"`
	PythonRequirements string   `json:"python_requirements,omitempty" yaml:"python_requirements"`
	PythonPackages     []string `json:"python_packages,omitempty" yaml:"python_packages"` // Deprecated, but included for backwards compatibility
	Run                []string `json:"run,omitempty" yaml:"run"`
	SystemPackages     []string `json:"system_packages,omitempty" yaml:"system_packages"`
	PreInstall         []string `json:"pre_install,omitempty" yaml:"pre_install"` // Deprecated, but included for backwards compatibility
	CUDA               string   `json:"cuda,omitempty" yaml:"cuda"`
	CuDNN              string   `json:"cudnn,omitempty" yaml:"cudnn"`
	// contains filtered or unexported fields
}

type CUDABaseImage

type CUDABaseImage struct {
	Tag     string
	CUDA    string
	CuDNN   string
	IsDevel bool
	Ubuntu  string
}

func (*CUDABaseImage) ImageTag

func (i *CUDABaseImage) ImageTag() string

func (*CUDABaseImage) UnmarshalJSON

func (i *CUDABaseImage) UnmarshalJSON(data []byte) error

type Config

type Config struct {
	Build   *Build `json:"build" yaml:"build"`
	Image   string `json:"image,omitempty" yaml:"image"`
	Predict string `json:"predict,omitempty" yaml:"predict"`
	Train   string `json:"train,omitempty" yaml:"train"`
}

func DefaultConfig

func DefaultConfig() *Config

func FromYAML

func FromYAML(contents []byte) (*Config, error)

func GetConfig

func GetConfig(customDir string) (*Config, string, error)

Loads and instantiates a Config object customDir can be specified to override the default - current working directory

func (*Config) CUDABaseImageTag

func (c *Config) CUDABaseImageTag() (string, error)

func (*Config) PythonRequirementsForArch added in v0.0.13

func (c *Config) PythonRequirementsForArch(goos string, goarch string) (string, error)

PythonRequirementsForArch returns a requirements.txt file with all the GPU packages resolved for given OS and architecture.

func (*Config) ValidateAndComplete added in v0.0.13

func (c *Config) ValidateAndComplete(projectDir string) error

func (*Config) ValidateAndCompleteCUDA added in v0.0.6

func (c *Config) ValidateAndCompleteCUDA() error

type Example

type Example struct {
	Input  map[string]string `json:"input" yaml:"input"`
	Output string            `json:"output" yaml:"output"`
}

type Image

type Image struct {
	URI          string                  `json:"uri"`
	Created      time.Time               `json:"created"`
	RunArguments map[string]*RunArgument `json:"run_arguments"`
	TestStats    *Stats                  `json:"test_stats"`
	BuildFailed  bool                    `json:"build_failed"`
}

type RunArgument

type RunArgument struct {
	Type    ArgumentType `json:"type"`
	Default *string      `json:"default"`
	Min     *string      `json:"min"`
	Max     *string      `json:"max"`
	Options *[]string    `json:"options"`
	Help    *string      `json:"help"`
}

type Stats

type Stats struct {
	BootTime    float64 `json:"boot_time"`
	SetupTime   float64 `json:"setup_time"`
	RunTime     float64 `json:"run_time"`
	MemoryUsage uint64  `json:"memory_usage"`
	CPUUsage    float64 `json:"cpu_usage"`
}

type TFCompatibility

type TFCompatibility struct {
	TF           string
	TFCPUPackage string
	TFGPUPackage string
	CUDA         string
	CuDNN        string
	Pythons      []string
}

func (*TFCompatibility) UnmarshalJSON

func (compat *TFCompatibility) UnmarshalJSON(data []byte) error

type TorchCompatibility

type TorchCompatibility struct {
	Torch         string
	Torchvision   string
	Torchaudio    string
	FindLinks     string
	ExtraIndexURL string
	CUDA          *string
	Pythons       []string
}

func (*TorchCompatibility) TorchVersion

func (c *TorchCompatibility) TorchVersion() string

func (*TorchCompatibility) TorchvisionVersion

func (c *TorchCompatibility) TorchvisionVersion() string

type Version

type Version struct {
	ID       string            `json:"id"`
	Config   *Config           `json:"config"`
	Created  time.Time         `json:"created"`
	BuildIDs map[string]string `json:"build_ids"`
}

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