Documentation
¶
Index ¶
- Constants
- Variables
- func BaseDockerImageName(projectDir string) string
- func CUDABaseImageFor(cuda string, cuDNN string) (string, error)
- func DockerImageName(projectDir string) string
- func GenerateRequirements(tmpDir string, config *Config) (string, error)
- func GetProjectDir(customDir string) (string, error)
- func PackageName(pipRequirement string) (string, error)
- func SplitPinnedPythonRequirement(requirement string) (name string, version string, findLinks []string, extraIndexURLs []string, ...)
- func Validate(yamlConfig string, version string) error
- func ValidateConfig(config *Config, version string) error
- func ValidateCudaVersion(cudaVersion string) error
- func ValidateModelPythonVersion(cfg *Config) error
- func ValidateSchema(schemaLoader, dataLoader gojsonschema.JSONLoader) error
- type ArgumentType
- type Build
- type CUDABaseImage
- type Concurrency
- type Config
- func (c *Config) CUDABaseImageTag() (string, error)
- func (c *Config) PythonRequirementsForArch(goos string, goarch string, includePackages []string) (string, error)
- func (c *Config) TensorFlowVersion() (string, bool)
- func (c *Config) TorchVersion() (string, bool)
- func (c *Config) TorchaudioVersion() (string, bool)
- func (c *Config) TorchvisionVersion() (string, bool)
- func (c *Config) ValidateAndComplete(projectDir string) error
- type Example
- type Image
- type RunArgument
- type RunItem
- type Stats
- type TFCompatibility
- type TorchCompatibility
- type Version
Constants ¶
View Source
const ( MinimumMajorPythonVersion int = 3 MinimumMinorPythonVersion int = 8 MinimumMinorPythonVersionForConcurrency int = 11 MinimumMajorCudaVersion int = 11 )
Variables ¶
View Source
var ( BuildSourceEpochTimestamp int64 = -1 BuildXCachePath string PipPackageNameRegex = regexp.MustCompile(`^([^>=<~ \n[#]+)`) )
View Source
var CUDABaseImages []CUDABaseImage
View Source
var TFCompatibilityMatrix []TFCompatibility
View Source
var TorchCompatibilityMatrix []TorchCompatibility
Functions ¶
func BaseDockerImageName ¶ added in v0.0.8
BaseDockerImageName returns the Docker image name for base images
func CUDABaseImageFor ¶ added in v0.0.8
func DockerImageName ¶ added in v0.0.8
DockerImageName returns the default Docker image name for images
func GenerateRequirements ¶ added in v0.13.7
func GetProjectDir ¶
Returns the project's root directory, or the directory specified by the --project-dir flag
func PackageName ¶ added in v0.13.7
func SplitPinnedPythonRequirement ¶ added in v0.13.7
func SplitPinnedPythonRequirement(requirement string) (name string, version string, findLinks []string, extraIndexURLs []string, err error)
SplitPinnedPythonRequirement returns the name, version, findLinks, and extraIndexURLs from a requirements.txt line in the form name==version [--find-links=<findLink>] [-f <findLink>] [--extra-index-url=<extraIndexURL>]
func ValidateConfig ¶ added in v0.0.19
func ValidateCudaVersion ¶ added in v0.9.10
func ValidateModelPythonVersion ¶ added in v0.9.6
func ValidateSchema ¶ added in v0.0.19
func ValidateSchema(schemaLoader, dataLoader gojsonschema.JSONLoader) error
Types ¶
type ArgumentType ¶ added in v0.0.8
type ArgumentType string
const ( ArgumentTypeString ArgumentType = "str" ArgumentTypeInt ArgumentType = "int" ArgumentTypeFloat ArgumentType = "float" ArgumentTypeBool ArgumentType = "bool" ArgumentTypePath ArgumentType = "Path" )
type Build ¶ added in v0.0.8
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 []RunItem `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 ¶ added in v0.0.8
func (*CUDABaseImage) ImageTag ¶ added in v0.0.8
func (i *CUDABaseImage) ImageTag() string
type Concurrency ¶ added in v0.13.7
type Concurrency struct {
Max int `json:"max,omitempty" yaml:"max"`
}
type Config ¶ added in v0.0.8
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"` Concurrency *Concurrency `json:"concurrency,omitempty" yaml:"concurrency"` }
func DefaultConfig ¶ added in v0.0.8
func DefaultConfig() *Config
func GetConfig ¶
Loads and instantiates a Config object customDir can be specified to override the default - current working directory
func (*Config) CUDABaseImageTag ¶ added in v0.0.8
func (*Config) PythonRequirementsForArch ¶ added in v0.5.0
func (c *Config) PythonRequirementsForArch(goos string, goarch string, includePackages []string) (string, error)
PythonRequirementsForArch returns a requirements.txt file with all the GPU packages resolved for given OS and architecture.
func (*Config) TensorFlowVersion ¶ added in v0.9.7
func (*Config) TorchVersion ¶ added in v0.9.7
func (*Config) TorchaudioVersion ¶ added in v0.9.21
func (*Config) TorchvisionVersion ¶ added in v0.9.7
func (*Config) ValidateAndComplete ¶ added in v0.5.0
type RunArgument ¶ added in v0.0.8
type RunItem ¶ added in v0.7.0
type RunItem struct { Command string `json:"command,omitempty" yaml:"command"` Mounts []struct { Type string `json:"type,omitempty" yaml:"type"` ID string `json:"id,omitempty" yaml:"id"` Target string `json:"target,omitempty" yaml:"target"` } `json:"mounts,omitempty" yaml:"mounts"` }
func (*RunItem) UnmarshalJSON ¶ added in v0.7.1
func (*RunItem) UnmarshalYAML ¶ added in v0.7.0
type TFCompatibility ¶ added in v0.0.8
type TFCompatibility struct { TF string TFCPUPackage string TFGPUPackage string CUDA string CuDNN string Pythons []string }
func (*TFCompatibility) UnmarshalJSON ¶ added in v0.0.8
func (compat *TFCompatibility) UnmarshalJSON(data []byte) error
type TorchCompatibility ¶ added in v0.0.8
type TorchCompatibility struct { Torch string Torchvision string Torchaudio string FindLinks string ExtraIndexURL string CUDA *string Pythons []string }
func (*TorchCompatibility) TorchVersion ¶ added in v0.0.8
func (c *TorchCompatibility) TorchVersion() string
func (*TorchCompatibility) TorchvisionVersion ¶ added in v0.0.8
func (c *TorchCompatibility) TorchvisionVersion() string
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