mirror of
https://github.com/hanzo-ml/katib.git
synced 2026-09-24 00:31:27 +00:00
7599a8fdf4
* resolved merge conflicts Signed-off-by: Shashank Mittal <[email protected]> * fix Signed-off-by: Shashank Mittal <[email protected]> * DISTRIBUTION_UNKNOWN enum set to 0 in gRPC api Signed-off-by: Shashank Mittal <[email protected]> * convert parameter method fix Signed-off-by: Shashank Mittal <[email protected]> validation fix add e2e tests for hyperopt added e2e test to workflow * convert feasibleSpace func updated Signed-off-by: Shashank Mittal <[email protected]> * renamed DISTRIBUTION_UNKNOWN to DISTRIBUTION_UNSPECIFIED Signed-off-by: Shashank Mittal <[email protected]> * fix Signed-off-by: Shashank Mittal <[email protected]> * added more test cases for hyperopt distributions Signed-off-by: Shashank Mittal <[email protected]> * added support for NORMAL and LOG_NORMAL in hyperopt suggestion service Signed-off-by: Shashank Mittal <[email protected]> * added e2e tests for NORMAL and LOG_NORMAL Signed-off-by: Shashank Mittal <[email protected]> sigma calculation fixed fix parse new arguments to mnist.py * hyperopt-suggestion example update Signed-off-by: Shashank Mittal <[email protected]> * updated logic for log distributions Signed-off-by: Shashank Mittal <[email protected]> * updated logic for log distributions Signed-off-by: Shashank Mittal <[email protected]> * e2e test fixed Signed-off-by: Shashank Mittal <[email protected]> * added support for parameter distributions for Parameter type INT Signed-off-by: Shashank Mittal <[email protected]> * unit test fixed Signed-off-by: Shashank Mittal <[email protected]> * Update pkg/suggestion/v1beta1/hyperopt/base_service.py Co-authored-by: Yuki Iwai <[email protected]> Signed-off-by: Shashank Mittal <[email protected]> * comment fixed Signed-off-by: Shashank Mittal <[email protected]> * added unit tests for INT parameter type Signed-off-by: Shashank Mittal <[email protected]> * completed param unit test cases Signed-off-by: Shashank Mittal <[email protected]> * handled default case for normal distributions when min or max are not specified Signed-off-by: Shashank Mittal <[email protected]> * fixed validation logic for min and max Signed-off-by: Shashank Mittal <[email protected]> * removed unnecessary test params Signed-off-by: Shashank Mittal <[email protected]> * fixes Signed-off-by: Shashank Mittal <[email protected]> * added comments Signed-off-by: Shashank Mittal <[email protected]> * fix Signed-off-by: Shashank Mittal <[email protected]> * set default distribution as uniform Signed-off-by: Shashank Mittal <[email protected]> * line omit Signed-off-by: Shashank Mittal <[email protected]> * removed empty spaces from yaml files Signed-off-by: Shashank Mittal <[email protected]> --------- Signed-off-by: Shashank Mittal <[email protected]> Co-authored-by: Yuki Iwai <[email protected]>
3783 lines
136 KiB
Go
3783 lines
136 KiB
Go
//*
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// Katib GRPC API v1beta1
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// Code generated by protoc-gen-go. DO NOT EDIT.
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// versions:
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// protoc-gen-go v1.33.0
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// protoc (unknown)
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// source: api.proto
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package api_v1_beta1
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import (
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protoreflect "google.golang.org/protobuf/reflect/protoreflect"
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protoimpl "google.golang.org/protobuf/runtime/protoimpl"
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reflect "reflect"
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sync "sync"
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)
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const (
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// Verify that this generated code is sufficiently up-to-date.
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_ = protoimpl.EnforceVersion(20 - protoimpl.MinVersion)
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// Verify that runtime/protoimpl is sufficiently up-to-date.
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_ = protoimpl.EnforceVersion(protoimpl.MaxVersion - 20)
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)
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// *
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// Types of value for HyperParameter.
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type ParameterType int32
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const (
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ParameterType_UNKNOWN_TYPE ParameterType = 0 /// Undefined type and not used.
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ParameterType_DOUBLE ParameterType = 1 /// Double float type. Use "Max/Min".
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ParameterType_INT ParameterType = 2 /// Int type. Use "Max/Min".
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ParameterType_DISCRETE ParameterType = 3 /// Discrete number type. Use "List" as float.
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ParameterType_CATEGORICAL ParameterType = 4 /// Categorical type. Use "List" as string.
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)
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// Enum value maps for ParameterType.
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var (
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ParameterType_name = map[int32]string{
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0: "UNKNOWN_TYPE",
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1: "DOUBLE",
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2: "INT",
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3: "DISCRETE",
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4: "CATEGORICAL",
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}
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ParameterType_value = map[string]int32{
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"UNKNOWN_TYPE": 0,
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"DOUBLE": 1,
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"INT": 2,
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"DISCRETE": 3,
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"CATEGORICAL": 4,
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}
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)
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func (x ParameterType) Enum() *ParameterType {
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p := new(ParameterType)
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*p = x
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return p
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}
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func (x ParameterType) String() string {
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return protoimpl.X.EnumStringOf(x.Descriptor(), protoreflect.EnumNumber(x))
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}
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func (ParameterType) Descriptor() protoreflect.EnumDescriptor {
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return file_api_proto_enumTypes[0].Descriptor()
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}
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func (ParameterType) Type() protoreflect.EnumType {
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return &file_api_proto_enumTypes[0]
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}
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func (x ParameterType) Number() protoreflect.EnumNumber {
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return protoreflect.EnumNumber(x)
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}
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// Deprecated: Use ParameterType.Descriptor instead.
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func (ParameterType) EnumDescriptor() ([]byte, []int) {
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return file_api_proto_rawDescGZIP(), []int{0}
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}
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// *
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// Distribution types for HyperParameter.
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type Distribution int32
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const (
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Distribution_DISTRIBUTION_UNSPECIFIED Distribution = 0
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Distribution_UNIFORM Distribution = 1
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Distribution_LOG_UNIFORM Distribution = 2
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Distribution_NORMAL Distribution = 3
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Distribution_LOG_NORMAL Distribution = 4
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)
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// Enum value maps for Distribution.
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var (
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Distribution_name = map[int32]string{
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0: "DISTRIBUTION_UNSPECIFIED",
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1: "UNIFORM",
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2: "LOG_UNIFORM",
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3: "NORMAL",
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4: "LOG_NORMAL",
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}
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Distribution_value = map[string]int32{
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"DISTRIBUTION_UNSPECIFIED": 0,
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"UNIFORM": 1,
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"LOG_UNIFORM": 2,
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"NORMAL": 3,
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"LOG_NORMAL": 4,
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}
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)
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func (x Distribution) Enum() *Distribution {
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p := new(Distribution)
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*p = x
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return p
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}
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func (x Distribution) String() string {
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return protoimpl.X.EnumStringOf(x.Descriptor(), protoreflect.EnumNumber(x))
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}
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func (Distribution) Descriptor() protoreflect.EnumDescriptor {
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return file_api_proto_enumTypes[1].Descriptor()
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}
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func (Distribution) Type() protoreflect.EnumType {
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return &file_api_proto_enumTypes[1]
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}
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func (x Distribution) Number() protoreflect.EnumNumber {
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return protoreflect.EnumNumber(x)
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}
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// Deprecated: Use Distribution.Descriptor instead.
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func (Distribution) EnumDescriptor() ([]byte, []int) {
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return file_api_proto_rawDescGZIP(), []int{1}
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}
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// *
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// Direction of optimization. Minimize or Maximize.
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type ObjectiveType int32
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const (
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ObjectiveType_UNKNOWN ObjectiveType = 0 /// Undefined type and not used.
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ObjectiveType_MINIMIZE ObjectiveType = 1 /// Minimize
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ObjectiveType_MAXIMIZE ObjectiveType = 2 /// Maximize
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)
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// Enum value maps for ObjectiveType.
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var (
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ObjectiveType_name = map[int32]string{
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0: "UNKNOWN",
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1: "MINIMIZE",
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2: "MAXIMIZE",
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}
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ObjectiveType_value = map[string]int32{
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"UNKNOWN": 0,
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"MINIMIZE": 1,
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"MAXIMIZE": 2,
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}
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)
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func (x ObjectiveType) Enum() *ObjectiveType {
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p := new(ObjectiveType)
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*p = x
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return p
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}
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func (x ObjectiveType) String() string {
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return protoimpl.X.EnumStringOf(x.Descriptor(), protoreflect.EnumNumber(x))
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}
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func (ObjectiveType) Descriptor() protoreflect.EnumDescriptor {
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return file_api_proto_enumTypes[2].Descriptor()
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}
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func (ObjectiveType) Type() protoreflect.EnumType {
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return &file_api_proto_enumTypes[2]
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}
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func (x ObjectiveType) Number() protoreflect.EnumNumber {
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return protoreflect.EnumNumber(x)
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}
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// Deprecated: Use ObjectiveType.Descriptor instead.
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func (ObjectiveType) EnumDescriptor() ([]byte, []int) {
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return file_api_proto_rawDescGZIP(), []int{2}
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}
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type ComparisonType int32
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const (
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ComparisonType_UNKNOWN_COMPARISON ComparisonType = 0 // Unknown comparison, not used
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ComparisonType_EQUAL ComparisonType = 1 // Equal comparison, e.g. accuracy = 0.7
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ComparisonType_LESS ComparisonType = 2 // Less comparison, e.g. accuracy < 0.7
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ComparisonType_GREATER ComparisonType = 3 // Greater comparison, e.g. accuracy > 0.7
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)
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// Enum value maps for ComparisonType.
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var (
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ComparisonType_name = map[int32]string{
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0: "UNKNOWN_COMPARISON",
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1: "EQUAL",
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2: "LESS",
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3: "GREATER",
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}
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ComparisonType_value = map[string]int32{
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"UNKNOWN_COMPARISON": 0,
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"EQUAL": 1,
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"LESS": 2,
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"GREATER": 3,
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}
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)
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func (x ComparisonType) Enum() *ComparisonType {
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p := new(ComparisonType)
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*p = x
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return p
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}
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func (x ComparisonType) String() string {
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return protoimpl.X.EnumStringOf(x.Descriptor(), protoreflect.EnumNumber(x))
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}
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func (ComparisonType) Descriptor() protoreflect.EnumDescriptor {
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return file_api_proto_enumTypes[3].Descriptor()
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}
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func (ComparisonType) Type() protoreflect.EnumType {
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return &file_api_proto_enumTypes[3]
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}
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func (x ComparisonType) Number() protoreflect.EnumNumber {
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return protoreflect.EnumNumber(x)
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}
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// Deprecated: Use ComparisonType.Descriptor instead.
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func (ComparisonType) EnumDescriptor() ([]byte, []int) {
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return file_api_proto_rawDescGZIP(), []int{3}
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}
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// Trial can be in one of 8 conditions.
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// TODO (andreyvelich): Remove unused conditions.
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type TrialStatus_TrialConditionType int32
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const (
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TrialStatus_CREATED TrialStatus_TrialConditionType = 0
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TrialStatus_RUNNING TrialStatus_TrialConditionType = 1
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TrialStatus_SUCCEEDED TrialStatus_TrialConditionType = 2
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TrialStatus_KILLED TrialStatus_TrialConditionType = 3
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TrialStatus_FAILED TrialStatus_TrialConditionType = 4
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TrialStatus_METRICSUNAVAILABLE TrialStatus_TrialConditionType = 5
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TrialStatus_EARLYSTOPPED TrialStatus_TrialConditionType = 6
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TrialStatus_UNKNOWN TrialStatus_TrialConditionType = 7
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)
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// Enum value maps for TrialStatus_TrialConditionType.
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var (
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TrialStatus_TrialConditionType_name = map[int32]string{
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0: "CREATED",
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1: "RUNNING",
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2: "SUCCEEDED",
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3: "KILLED",
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4: "FAILED",
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5: "METRICSUNAVAILABLE",
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6: "EARLYSTOPPED",
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7: "UNKNOWN",
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}
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TrialStatus_TrialConditionType_value = map[string]int32{
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"CREATED": 0,
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"RUNNING": 1,
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"SUCCEEDED": 2,
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"KILLED": 3,
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"FAILED": 4,
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"METRICSUNAVAILABLE": 5,
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"EARLYSTOPPED": 6,
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"UNKNOWN": 7,
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}
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)
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func (x TrialStatus_TrialConditionType) Enum() *TrialStatus_TrialConditionType {
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p := new(TrialStatus_TrialConditionType)
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*p = x
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return p
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}
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func (x TrialStatus_TrialConditionType) String() string {
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return protoimpl.X.EnumStringOf(x.Descriptor(), protoreflect.EnumNumber(x))
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}
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func (TrialStatus_TrialConditionType) Descriptor() protoreflect.EnumDescriptor {
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return file_api_proto_enumTypes[4].Descriptor()
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}
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func (TrialStatus_TrialConditionType) Type() protoreflect.EnumType {
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return &file_api_proto_enumTypes[4]
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}
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func (x TrialStatus_TrialConditionType) Number() protoreflect.EnumNumber {
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return protoreflect.EnumNumber(x)
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}
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// Deprecated: Use TrialStatus_TrialConditionType.Descriptor instead.
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func (TrialStatus_TrialConditionType) EnumDescriptor() ([]byte, []int) {
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return file_api_proto_rawDescGZIP(), []int{15, 0}
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}
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// *
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// Structure for a single Experiment.
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type Experiment struct {
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state protoimpl.MessageState
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sizeCache protoimpl.SizeCache
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unknownFields protoimpl.UnknownFields
|
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Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"` // Name for the Experiment.
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Spec *ExperimentSpec `protobuf:"bytes,2,opt,name=spec,proto3" json:"spec,omitempty"` // Experiment specification.
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}
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func (x *Experiment) Reset() {
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*x = Experiment{}
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if protoimpl.UnsafeEnabled {
|
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mi := &file_api_proto_msgTypes[0]
|
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ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
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ms.StoreMessageInfo(mi)
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}
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}
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func (x *Experiment) String() string {
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return protoimpl.X.MessageStringOf(x)
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}
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func (*Experiment) ProtoMessage() {}
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func (x *Experiment) ProtoReflect() protoreflect.Message {
|
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mi := &file_api_proto_msgTypes[0]
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if protoimpl.UnsafeEnabled && x != nil {
|
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ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
|
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if ms.LoadMessageInfo() == nil {
|
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ms.StoreMessageInfo(mi)
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}
|
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return ms
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}
|
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return mi.MessageOf(x)
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}
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// Deprecated: Use Experiment.ProtoReflect.Descriptor instead.
|
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func (*Experiment) Descriptor() ([]byte, []int) {
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return file_api_proto_rawDescGZIP(), []int{0}
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}
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func (x *Experiment) GetName() string {
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if x != nil {
|
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return x.Name
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}
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return ""
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}
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func (x *Experiment) GetSpec() *ExperimentSpec {
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if x != nil {
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return x.Spec
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}
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return nil
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}
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// *
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// Specification of an Experiment. Experiment represents a single optimization run over a feasible space.
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// Each Experiment contains a configuration describing the feasible space, as well as a set of Trials.
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// It is assumed that objective function f(x) does not change in the course of an Experiment.
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type ExperimentSpec struct {
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state protoimpl.MessageState
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sizeCache protoimpl.SizeCache
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unknownFields protoimpl.UnknownFields
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ParameterSpecs *ExperimentSpec_ParameterSpecs `protobuf:"bytes,1,opt,name=parameter_specs,json=parameterSpecs,proto3" json:"parameter_specs,omitempty"`
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Objective *ObjectiveSpec `protobuf:"bytes,2,opt,name=objective,proto3" json:"objective,omitempty"` // Objective specification for the Experiment.
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Algorithm *AlgorithmSpec `protobuf:"bytes,3,opt,name=algorithm,proto3" json:"algorithm,omitempty"` // HP or NAS algorithm specification for the Experiment.
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EarlyStopping *EarlyStoppingSpec `protobuf:"bytes,4,opt,name=early_stopping,json=earlyStopping,proto3" json:"early_stopping,omitempty"` // Early stopping specification for the Experiment.
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ParallelTrialCount int32 `protobuf:"varint,5,opt,name=parallel_trial_count,json=parallelTrialCount,proto3" json:"parallel_trial_count,omitempty"` // How many Trials can be processed in parallel.
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MaxTrialCount int32 `protobuf:"varint,6,opt,name=max_trial_count,json=maxTrialCount,proto3" json:"max_trial_count,omitempty"` // Max completed Trials to mark Experiment as succeeded.
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NasConfig *NasConfig `protobuf:"bytes,7,opt,name=nas_config,json=nasConfig,proto3" json:"nas_config,omitempty"` // NAS configuration for the Experiment.
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}
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|
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func (x *ExperimentSpec) Reset() {
|
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*x = ExperimentSpec{}
|
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if protoimpl.UnsafeEnabled {
|
|
mi := &file_api_proto_msgTypes[1]
|
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ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
|
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ms.StoreMessageInfo(mi)
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}
|
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}
|
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|
func (x *ExperimentSpec) String() string {
|
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return protoimpl.X.MessageStringOf(x)
|
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}
|
|
|
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func (*ExperimentSpec) ProtoMessage() {}
|
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|
|
func (x *ExperimentSpec) ProtoReflect() protoreflect.Message {
|
|
mi := &file_api_proto_msgTypes[1]
|
|
if protoimpl.UnsafeEnabled && x != nil {
|
|
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
|
|
if ms.LoadMessageInfo() == nil {
|
|
ms.StoreMessageInfo(mi)
|
|
}
|
|
return ms
|
|
}
|
|
return mi.MessageOf(x)
|
|
}
|
|
|
|
// Deprecated: Use ExperimentSpec.ProtoReflect.Descriptor instead.
|
|
func (*ExperimentSpec) Descriptor() ([]byte, []int) {
|
|
return file_api_proto_rawDescGZIP(), []int{1}
|
|
}
|
|
|
|
func (x *ExperimentSpec) GetParameterSpecs() *ExperimentSpec_ParameterSpecs {
|
|
if x != nil {
|
|
return x.ParameterSpecs
|
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}
|
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return nil
|
|
}
|
|
|
|
func (x *ExperimentSpec) GetObjective() *ObjectiveSpec {
|
|
if x != nil {
|
|
return x.Objective
|
|
}
|
|
return nil
|
|
}
|
|
|
|
func (x *ExperimentSpec) GetAlgorithm() *AlgorithmSpec {
|
|
if x != nil {
|
|
return x.Algorithm
|
|
}
|
|
return nil
|
|
}
|
|
|
|
func (x *ExperimentSpec) GetEarlyStopping() *EarlyStoppingSpec {
|
|
if x != nil {
|
|
return x.EarlyStopping
|
|
}
|
|
return nil
|
|
}
|
|
|
|
func (x *ExperimentSpec) GetParallelTrialCount() int32 {
|
|
if x != nil {
|
|
return x.ParallelTrialCount
|
|
}
|
|
return 0
|
|
}
|
|
|
|
func (x *ExperimentSpec) GetMaxTrialCount() int32 {
|
|
if x != nil {
|
|
return x.MaxTrialCount
|
|
}
|
|
return 0
|
|
}
|
|
|
|
func (x *ExperimentSpec) GetNasConfig() *NasConfig {
|
|
if x != nil {
|
|
return x.NasConfig
|
|
}
|
|
return nil
|
|
}
|
|
|
|
// *
|
|
// Config for a hyperparameter.
|
|
// Katib will create each Hyper parameter from this config.
|
|
type ParameterSpec struct {
|
|
state protoimpl.MessageState
|
|
sizeCache protoimpl.SizeCache
|
|
unknownFields protoimpl.UnknownFields
|
|
|
|
Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"` /// Name of the parameter.
|
|
ParameterType ParameterType `protobuf:"varint,2,opt,name=parameter_type,json=parameterType,proto3,enum=api.v1.beta1.ParameterType" json:"parameter_type,omitempty"` /// Type of the parameter.
|
|
FeasibleSpace *FeasibleSpace `protobuf:"bytes,3,opt,name=feasible_space,json=feasibleSpace,proto3" json:"feasible_space,omitempty"` /// FeasibleSpace for the parameter.
|
|
}
|
|
|
|
func (x *ParameterSpec) Reset() {
|
|
*x = ParameterSpec{}
|
|
if protoimpl.UnsafeEnabled {
|
|
mi := &file_api_proto_msgTypes[2]
|
|
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
|
|
ms.StoreMessageInfo(mi)
|
|
}
|
|
}
|
|
|
|
func (x *ParameterSpec) String() string {
|
|
return protoimpl.X.MessageStringOf(x)
|
|
}
|
|
|
|
func (*ParameterSpec) ProtoMessage() {}
|
|
|
|
func (x *ParameterSpec) ProtoReflect() protoreflect.Message {
|
|
mi := &file_api_proto_msgTypes[2]
|
|
if protoimpl.UnsafeEnabled && x != nil {
|
|
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
|
|
if ms.LoadMessageInfo() == nil {
|
|
ms.StoreMessageInfo(mi)
|
|
}
|
|
return ms
|
|
}
|
|
return mi.MessageOf(x)
|
|
}
|
|
|
|
// Deprecated: Use ParameterSpec.ProtoReflect.Descriptor instead.
|
|
func (*ParameterSpec) Descriptor() ([]byte, []int) {
|
|
return file_api_proto_rawDescGZIP(), []int{2}
|
|
}
|
|
|
|
func (x *ParameterSpec) GetName() string {
|
|
if x != nil {
|
|
return x.Name
|
|
}
|
|
return ""
|
|
}
|
|
|
|
func (x *ParameterSpec) GetParameterType() ParameterType {
|
|
if x != nil {
|
|
return x.ParameterType
|
|
}
|
|
return ParameterType_UNKNOWN_TYPE
|
|
}
|
|
|
|
func (x *ParameterSpec) GetFeasibleSpace() *FeasibleSpace {
|
|
if x != nil {
|
|
return x.FeasibleSpace
|
|
}
|
|
return nil
|
|
}
|
|
|
|
// *
|
|
// Feasible space for optimization.
|
|
// Int and Double type use Max/Min.
|
|
// Discrete and Categorical type use List.
|
|
type FeasibleSpace struct {
|
|
state protoimpl.MessageState
|
|
sizeCache protoimpl.SizeCache
|
|
unknownFields protoimpl.UnknownFields
|
|
|
|
Max string `protobuf:"bytes,1,opt,name=max,proto3" json:"max,omitempty"` /// Max Value
|
|
Min string `protobuf:"bytes,2,opt,name=min,proto3" json:"min,omitempty"` /// Minimum Value
|
|
List []string `protobuf:"bytes,3,rep,name=list,proto3" json:"list,omitempty"` /// List of Values.
|
|
Step string `protobuf:"bytes,4,opt,name=step,proto3" json:"step,omitempty"` /// Step for double or int parameter
|
|
Distribution Distribution `protobuf:"varint,5,opt,name=distribution,proto3,enum=api.v1.beta1.Distribution" json:"distribution,omitempty"` // Distribution of the parameter.
|
|
}
|
|
|
|
func (x *FeasibleSpace) Reset() {
|
|
*x = FeasibleSpace{}
|
|
if protoimpl.UnsafeEnabled {
|
|
mi := &file_api_proto_msgTypes[3]
|
|
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
|
|
ms.StoreMessageInfo(mi)
|
|
}
|
|
}
|
|
|
|
func (x *FeasibleSpace) String() string {
|
|
return protoimpl.X.MessageStringOf(x)
|
|
}
|
|
|
|
func (*FeasibleSpace) ProtoMessage() {}
|
|
|
|
func (x *FeasibleSpace) ProtoReflect() protoreflect.Message {
|
|
mi := &file_api_proto_msgTypes[3]
|
|
if protoimpl.UnsafeEnabled && x != nil {
|
|
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
|
|
if ms.LoadMessageInfo() == nil {
|
|
ms.StoreMessageInfo(mi)
|
|
}
|
|
return ms
|
|
}
|
|
return mi.MessageOf(x)
|
|
}
|
|
|
|
// Deprecated: Use FeasibleSpace.ProtoReflect.Descriptor instead.
|
|
func (*FeasibleSpace) Descriptor() ([]byte, []int) {
|
|
return file_api_proto_rawDescGZIP(), []int{3}
|
|
}
|
|
|
|
func (x *FeasibleSpace) GetMax() string {
|
|
if x != nil {
|
|
return x.Max
|
|
}
|
|
return ""
|
|
}
|
|
|
|
func (x *FeasibleSpace) GetMin() string {
|
|
if x != nil {
|
|
return x.Min
|
|
}
|
|
return ""
|
|
}
|
|
|
|
func (x *FeasibleSpace) GetList() []string {
|
|
if x != nil {
|
|
return x.List
|
|
}
|
|
return nil
|
|
}
|
|
|
|
func (x *FeasibleSpace) GetStep() string {
|
|
if x != nil {
|
|
return x.Step
|
|
}
|
|
return ""
|
|
}
|
|
|
|
func (x *FeasibleSpace) GetDistribution() Distribution {
|
|
if x != nil {
|
|
return x.Distribution
|
|
}
|
|
return Distribution_DISTRIBUTION_UNSPECIFIED
|
|
}
|
|
|
|
// *
|
|
// Objective specification.
|
|
type ObjectiveSpec struct {
|
|
state protoimpl.MessageState
|
|
sizeCache protoimpl.SizeCache
|
|
unknownFields protoimpl.UnknownFields
|
|
|
|
Type ObjectiveType `protobuf:"varint,1,opt,name=type,proto3,enum=api.v1.beta1.ObjectiveType" json:"type,omitempty"` // Type of optimization.
|
|
Goal float64 `protobuf:"fixed64,2,opt,name=goal,proto3" json:"goal,omitempty"` // Goal of optimization, can be empty.
|
|
ObjectiveMetricName string `protobuf:"bytes,3,opt,name=objective_metric_name,json=objectiveMetricName,proto3" json:"objective_metric_name,omitempty"` // Primary metric name for the optimization.
|
|
// List of additional metrics to record from Trial.
|
|
// This can be empty if we only care about the objective metric.
|
|
AdditionalMetricNames []string `protobuf:"bytes,4,rep,name=additional_metric_names,json=additionalMetricNames,proto3" json:"additional_metric_names,omitempty"`
|
|
}
|
|
|
|
func (x *ObjectiveSpec) Reset() {
|
|
*x = ObjectiveSpec{}
|
|
if protoimpl.UnsafeEnabled {
|
|
mi := &file_api_proto_msgTypes[4]
|
|
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
|
|
ms.StoreMessageInfo(mi)
|
|
}
|
|
}
|
|
|
|
func (x *ObjectiveSpec) String() string {
|
|
return protoimpl.X.MessageStringOf(x)
|
|
}
|
|
|
|
func (*ObjectiveSpec) ProtoMessage() {}
|
|
|
|
func (x *ObjectiveSpec) ProtoReflect() protoreflect.Message {
|
|
mi := &file_api_proto_msgTypes[4]
|
|
if protoimpl.UnsafeEnabled && x != nil {
|
|
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
|
|
if ms.LoadMessageInfo() == nil {
|
|
ms.StoreMessageInfo(mi)
|
|
}
|
|
return ms
|
|
}
|
|
return mi.MessageOf(x)
|
|
}
|
|
|
|
// Deprecated: Use ObjectiveSpec.ProtoReflect.Descriptor instead.
|
|
func (*ObjectiveSpec) Descriptor() ([]byte, []int) {
|
|
return file_api_proto_rawDescGZIP(), []int{4}
|
|
}
|
|
|
|
func (x *ObjectiveSpec) GetType() ObjectiveType {
|
|
if x != nil {
|
|
return x.Type
|
|
}
|
|
return ObjectiveType_UNKNOWN
|
|
}
|
|
|
|
func (x *ObjectiveSpec) GetGoal() float64 {
|
|
if x != nil {
|
|
return x.Goal
|
|
}
|
|
return 0
|
|
}
|
|
|
|
func (x *ObjectiveSpec) GetObjectiveMetricName() string {
|
|
if x != nil {
|
|
return x.ObjectiveMetricName
|
|
}
|
|
return ""
|
|
}
|
|
|
|
func (x *ObjectiveSpec) GetAdditionalMetricNames() []string {
|
|
if x != nil {
|
|
return x.AdditionalMetricNames
|
|
}
|
|
return nil
|
|
}
|
|
|
|
// *
|
|
// HP or NAS algorithm specification.
|
|
type AlgorithmSpec struct {
|
|
state protoimpl.MessageState
|
|
sizeCache protoimpl.SizeCache
|
|
unknownFields protoimpl.UnknownFields
|
|
|
|
AlgorithmName string `protobuf:"bytes,1,opt,name=algorithm_name,json=algorithmName,proto3" json:"algorithm_name,omitempty"`
|
|
AlgorithmSettings []*AlgorithmSetting `protobuf:"bytes,2,rep,name=algorithm_settings,json=algorithmSettings,proto3" json:"algorithm_settings,omitempty"`
|
|
}
|
|
|
|
func (x *AlgorithmSpec) Reset() {
|
|
*x = AlgorithmSpec{}
|
|
if protoimpl.UnsafeEnabled {
|
|
mi := &file_api_proto_msgTypes[5]
|
|
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
|
|
ms.StoreMessageInfo(mi)
|
|
}
|
|
}
|
|
|
|
func (x *AlgorithmSpec) String() string {
|
|
return protoimpl.X.MessageStringOf(x)
|
|
}
|
|
|
|
func (*AlgorithmSpec) ProtoMessage() {}
|
|
|
|
func (x *AlgorithmSpec) ProtoReflect() protoreflect.Message {
|
|
mi := &file_api_proto_msgTypes[5]
|
|
if protoimpl.UnsafeEnabled && x != nil {
|
|
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
|
|
if ms.LoadMessageInfo() == nil {
|
|
ms.StoreMessageInfo(mi)
|
|
}
|
|
return ms
|
|
}
|
|
return mi.MessageOf(x)
|
|
}
|
|
|
|
// Deprecated: Use AlgorithmSpec.ProtoReflect.Descriptor instead.
|
|
func (*AlgorithmSpec) Descriptor() ([]byte, []int) {
|
|
return file_api_proto_rawDescGZIP(), []int{5}
|
|
}
|
|
|
|
func (x *AlgorithmSpec) GetAlgorithmName() string {
|
|
if x != nil {
|
|
return x.AlgorithmName
|
|
}
|
|
return ""
|
|
}
|
|
|
|
func (x *AlgorithmSpec) GetAlgorithmSettings() []*AlgorithmSetting {
|
|
if x != nil {
|
|
return x.AlgorithmSettings
|
|
}
|
|
return nil
|
|
}
|
|
|
|
// *
|
|
// HP or NAS algorithm settings.
|
|
type AlgorithmSetting struct {
|
|
state protoimpl.MessageState
|
|
sizeCache protoimpl.SizeCache
|
|
unknownFields protoimpl.UnknownFields
|
|
|
|
Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
|
|
Value string `protobuf:"bytes,2,opt,name=value,proto3" json:"value,omitempty"`
|
|
}
|
|
|
|
func (x *AlgorithmSetting) Reset() {
|
|
*x = AlgorithmSetting{}
|
|
if protoimpl.UnsafeEnabled {
|
|
mi := &file_api_proto_msgTypes[6]
|
|
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
|
|
ms.StoreMessageInfo(mi)
|
|
}
|
|
}
|
|
|
|
func (x *AlgorithmSetting) String() string {
|
|
return protoimpl.X.MessageStringOf(x)
|
|
}
|
|
|
|
func (*AlgorithmSetting) ProtoMessage() {}
|
|
|
|
func (x *AlgorithmSetting) ProtoReflect() protoreflect.Message {
|
|
mi := &file_api_proto_msgTypes[6]
|
|
if protoimpl.UnsafeEnabled && x != nil {
|
|
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
|
|
if ms.LoadMessageInfo() == nil {
|
|
ms.StoreMessageInfo(mi)
|
|
}
|
|
return ms
|
|
}
|
|
return mi.MessageOf(x)
|
|
}
|
|
|
|
// Deprecated: Use AlgorithmSetting.ProtoReflect.Descriptor instead.
|
|
func (*AlgorithmSetting) Descriptor() ([]byte, []int) {
|
|
return file_api_proto_rawDescGZIP(), []int{6}
|
|
}
|
|
|
|
func (x *AlgorithmSetting) GetName() string {
|
|
if x != nil {
|
|
return x.Name
|
|
}
|
|
return ""
|
|
}
|
|
|
|
func (x *AlgorithmSetting) GetValue() string {
|
|
if x != nil {
|
|
return x.Value
|
|
}
|
|
return ""
|
|
}
|
|
|
|
// *
|
|
// Early stopping algorithm specification.
|
|
type EarlyStoppingSpec struct {
|
|
state protoimpl.MessageState
|
|
sizeCache protoimpl.SizeCache
|
|
unknownFields protoimpl.UnknownFields
|
|
|
|
AlgorithmName string `protobuf:"bytes,1,opt,name=algorithm_name,json=algorithmName,proto3" json:"algorithm_name,omitempty"`
|
|
AlgorithmSettings []*EarlyStoppingSetting `protobuf:"bytes,2,rep,name=algorithm_settings,json=algorithmSettings,proto3" json:"algorithm_settings,omitempty"`
|
|
}
|
|
|
|
func (x *EarlyStoppingSpec) Reset() {
|
|
*x = EarlyStoppingSpec{}
|
|
if protoimpl.UnsafeEnabled {
|
|
mi := &file_api_proto_msgTypes[7]
|
|
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
|
|
ms.StoreMessageInfo(mi)
|
|
}
|
|
}
|
|
|
|
func (x *EarlyStoppingSpec) String() string {
|
|
return protoimpl.X.MessageStringOf(x)
|
|
}
|
|
|
|
func (*EarlyStoppingSpec) ProtoMessage() {}
|
|
|
|
func (x *EarlyStoppingSpec) ProtoReflect() protoreflect.Message {
|
|
mi := &file_api_proto_msgTypes[7]
|
|
if protoimpl.UnsafeEnabled && x != nil {
|
|
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
|
|
if ms.LoadMessageInfo() == nil {
|
|
ms.StoreMessageInfo(mi)
|
|
}
|
|
return ms
|
|
}
|
|
return mi.MessageOf(x)
|
|
}
|
|
|
|
// Deprecated: Use EarlyStoppingSpec.ProtoReflect.Descriptor instead.
|
|
func (*EarlyStoppingSpec) Descriptor() ([]byte, []int) {
|
|
return file_api_proto_rawDescGZIP(), []int{7}
|
|
}
|
|
|
|
func (x *EarlyStoppingSpec) GetAlgorithmName() string {
|
|
if x != nil {
|
|
return x.AlgorithmName
|
|
}
|
|
return ""
|
|
}
|
|
|
|
func (x *EarlyStoppingSpec) GetAlgorithmSettings() []*EarlyStoppingSetting {
|
|
if x != nil {
|
|
return x.AlgorithmSettings
|
|
}
|
|
return nil
|
|
}
|
|
|
|
// *
|
|
// Early stopping algorithm settings.
|
|
type EarlyStoppingSetting struct {
|
|
state protoimpl.MessageState
|
|
sizeCache protoimpl.SizeCache
|
|
unknownFields protoimpl.UnknownFields
|
|
|
|
Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
|
|
Value string `protobuf:"bytes,2,opt,name=value,proto3" json:"value,omitempty"`
|
|
}
|
|
|
|
func (x *EarlyStoppingSetting) Reset() {
|
|
*x = EarlyStoppingSetting{}
|
|
if protoimpl.UnsafeEnabled {
|
|
mi := &file_api_proto_msgTypes[8]
|
|
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
|
|
ms.StoreMessageInfo(mi)
|
|
}
|
|
}
|
|
|
|
func (x *EarlyStoppingSetting) String() string {
|
|
return protoimpl.X.MessageStringOf(x)
|
|
}
|
|
|
|
func (*EarlyStoppingSetting) ProtoMessage() {}
|
|
|
|
func (x *EarlyStoppingSetting) ProtoReflect() protoreflect.Message {
|
|
mi := &file_api_proto_msgTypes[8]
|
|
if protoimpl.UnsafeEnabled && x != nil {
|
|
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
|
|
if ms.LoadMessageInfo() == nil {
|
|
ms.StoreMessageInfo(mi)
|
|
}
|
|
return ms
|
|
}
|
|
return mi.MessageOf(x)
|
|
}
|
|
|
|
// Deprecated: Use EarlyStoppingSetting.ProtoReflect.Descriptor instead.
|
|
func (*EarlyStoppingSetting) Descriptor() ([]byte, []int) {
|
|
return file_api_proto_rawDescGZIP(), []int{8}
|
|
}
|
|
|
|
func (x *EarlyStoppingSetting) GetName() string {
|
|
if x != nil {
|
|
return x.Name
|
|
}
|
|
return ""
|
|
}
|
|
|
|
func (x *EarlyStoppingSetting) GetValue() string {
|
|
if x != nil {
|
|
return x.Value
|
|
}
|
|
return ""
|
|
}
|
|
|
|
// *
|
|
// NasConfig contains a config of NAS job
|
|
type NasConfig struct {
|
|
state protoimpl.MessageState
|
|
sizeCache protoimpl.SizeCache
|
|
unknownFields protoimpl.UnknownFields
|
|
|
|
GraphConfig *GraphConfig `protobuf:"bytes,1,opt,name=graph_config,json=graphConfig,proto3" json:"graph_config,omitempty"` /// Config of DAG
|
|
Operations *NasConfig_Operations `protobuf:"bytes,2,opt,name=operations,proto3" json:"operations,omitempty"` /// List of Operation
|
|
}
|
|
|
|
func (x *NasConfig) Reset() {
|
|
*x = NasConfig{}
|
|
if protoimpl.UnsafeEnabled {
|
|
mi := &file_api_proto_msgTypes[9]
|
|
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
|
|
ms.StoreMessageInfo(mi)
|
|
}
|
|
}
|
|
|
|
func (x *NasConfig) String() string {
|
|
return protoimpl.X.MessageStringOf(x)
|
|
}
|
|
|
|
func (*NasConfig) ProtoMessage() {}
|
|
|
|
func (x *NasConfig) ProtoReflect() protoreflect.Message {
|
|
mi := &file_api_proto_msgTypes[9]
|
|
if protoimpl.UnsafeEnabled && x != nil {
|
|
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
|
|
if ms.LoadMessageInfo() == nil {
|
|
ms.StoreMessageInfo(mi)
|
|
}
|
|
return ms
|
|
}
|
|
return mi.MessageOf(x)
|
|
}
|
|
|
|
// Deprecated: Use NasConfig.ProtoReflect.Descriptor instead.
|
|
func (*NasConfig) Descriptor() ([]byte, []int) {
|
|
return file_api_proto_rawDescGZIP(), []int{9}
|
|
}
|
|
|
|
func (x *NasConfig) GetGraphConfig() *GraphConfig {
|
|
if x != nil {
|
|
return x.GraphConfig
|
|
}
|
|
return nil
|
|
}
|
|
|
|
func (x *NasConfig) GetOperations() *NasConfig_Operations {
|
|
if x != nil {
|
|
return x.Operations
|
|
}
|
|
return nil
|
|
}
|
|
|
|
// *
|
|
// GraphConfig contains a config of DAG
|
|
type GraphConfig struct {
|
|
state protoimpl.MessageState
|
|
sizeCache protoimpl.SizeCache
|
|
unknownFields protoimpl.UnknownFields
|
|
|
|
NumLayers int32 `protobuf:"varint,1,opt,name=num_layers,json=numLayers,proto3" json:"num_layers,omitempty"` /// Number of layers
|
|
InputSizes []int32 `protobuf:"varint,2,rep,packed,name=input_sizes,json=inputSizes,proto3" json:"input_sizes,omitempty"` /// Dimensions of input size
|
|
OutputSizes []int32 `protobuf:"varint,3,rep,packed,name=output_sizes,json=outputSizes,proto3" json:"output_sizes,omitempty"` /// Dimensions of output size
|
|
}
|
|
|
|
func (x *GraphConfig) Reset() {
|
|
*x = GraphConfig{}
|
|
if protoimpl.UnsafeEnabled {
|
|
mi := &file_api_proto_msgTypes[10]
|
|
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
|
|
ms.StoreMessageInfo(mi)
|
|
}
|
|
}
|
|
|
|
func (x *GraphConfig) String() string {
|
|
return protoimpl.X.MessageStringOf(x)
|
|
}
|
|
|
|
func (*GraphConfig) ProtoMessage() {}
|
|
|
|
func (x *GraphConfig) ProtoReflect() protoreflect.Message {
|
|
mi := &file_api_proto_msgTypes[10]
|
|
if protoimpl.UnsafeEnabled && x != nil {
|
|
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
|
|
if ms.LoadMessageInfo() == nil {
|
|
ms.StoreMessageInfo(mi)
|
|
}
|
|
return ms
|
|
}
|
|
return mi.MessageOf(x)
|
|
}
|
|
|
|
// Deprecated: Use GraphConfig.ProtoReflect.Descriptor instead.
|
|
func (*GraphConfig) Descriptor() ([]byte, []int) {
|
|
return file_api_proto_rawDescGZIP(), []int{10}
|
|
}
|
|
|
|
func (x *GraphConfig) GetNumLayers() int32 {
|
|
if x != nil {
|
|
return x.NumLayers
|
|
}
|
|
return 0
|
|
}
|
|
|
|
func (x *GraphConfig) GetInputSizes() []int32 {
|
|
if x != nil {
|
|
return x.InputSizes
|
|
}
|
|
return nil
|
|
}
|
|
|
|
func (x *GraphConfig) GetOutputSizes() []int32 {
|
|
if x != nil {
|
|
return x.OutputSizes
|
|
}
|
|
return nil
|
|
}
|
|
|
|
// *
|
|
// Config for operations in DAG
|
|
type Operation struct {
|
|
state protoimpl.MessageState
|
|
sizeCache protoimpl.SizeCache
|
|
unknownFields protoimpl.UnknownFields
|
|
|
|
OperationType string `protobuf:"bytes,1,opt,name=operation_type,json=operationType,proto3" json:"operation_type,omitempty"` /// Type of operation in DAG
|
|
ParameterSpecs *Operation_ParameterSpecs `protobuf:"bytes,2,opt,name=parameter_specs,json=parameterSpecs,proto3" json:"parameter_specs,omitempty"`
|
|
}
|
|
|
|
func (x *Operation) Reset() {
|
|
*x = Operation{}
|
|
if protoimpl.UnsafeEnabled {
|
|
mi := &file_api_proto_msgTypes[11]
|
|
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
|
|
ms.StoreMessageInfo(mi)
|
|
}
|
|
}
|
|
|
|
func (x *Operation) String() string {
|
|
return protoimpl.X.MessageStringOf(x)
|
|
}
|
|
|
|
func (*Operation) ProtoMessage() {}
|
|
|
|
func (x *Operation) ProtoReflect() protoreflect.Message {
|
|
mi := &file_api_proto_msgTypes[11]
|
|
if protoimpl.UnsafeEnabled && x != nil {
|
|
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
|
|
if ms.LoadMessageInfo() == nil {
|
|
ms.StoreMessageInfo(mi)
|
|
}
|
|
return ms
|
|
}
|
|
return mi.MessageOf(x)
|
|
}
|
|
|
|
// Deprecated: Use Operation.ProtoReflect.Descriptor instead.
|
|
func (*Operation) Descriptor() ([]byte, []int) {
|
|
return file_api_proto_rawDescGZIP(), []int{11}
|
|
}
|
|
|
|
func (x *Operation) GetOperationType() string {
|
|
if x != nil {
|
|
return x.OperationType
|
|
}
|
|
return ""
|
|
}
|
|
|
|
func (x *Operation) GetParameterSpecs() *Operation_ParameterSpecs {
|
|
if x != nil {
|
|
return x.ParameterSpecs
|
|
}
|
|
return nil
|
|
}
|
|
|
|
// *
|
|
// Structure for a single Trial.
|
|
type Trial struct {
|
|
state protoimpl.MessageState
|
|
sizeCache protoimpl.SizeCache
|
|
unknownFields protoimpl.UnknownFields
|
|
|
|
Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"` // Name for the Trial.
|
|
Spec *TrialSpec `protobuf:"bytes,2,opt,name=spec,proto3" json:"spec,omitempty"` // Trial specification.
|
|
Status *TrialStatus `protobuf:"bytes,3,opt,name=status,proto3" json:"status,omitempty"` // Trial status.
|
|
}
|
|
|
|
func (x *Trial) Reset() {
|
|
*x = Trial{}
|
|
if protoimpl.UnsafeEnabled {
|
|
mi := &file_api_proto_msgTypes[12]
|
|
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
|
|
ms.StoreMessageInfo(mi)
|
|
}
|
|
}
|
|
|
|
func (x *Trial) String() string {
|
|
return protoimpl.X.MessageStringOf(x)
|
|
}
|
|
|
|
func (*Trial) ProtoMessage() {}
|
|
|
|
func (x *Trial) ProtoReflect() protoreflect.Message {
|
|
mi := &file_api_proto_msgTypes[12]
|
|
if protoimpl.UnsafeEnabled && x != nil {
|
|
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
|
|
if ms.LoadMessageInfo() == nil {
|
|
ms.StoreMessageInfo(mi)
|
|
}
|
|
return ms
|
|
}
|
|
return mi.MessageOf(x)
|
|
}
|
|
|
|
// Deprecated: Use Trial.ProtoReflect.Descriptor instead.
|
|
func (*Trial) Descriptor() ([]byte, []int) {
|
|
return file_api_proto_rawDescGZIP(), []int{12}
|
|
}
|
|
|
|
func (x *Trial) GetName() string {
|
|
if x != nil {
|
|
return x.Name
|
|
}
|
|
return ""
|
|
}
|
|
|
|
func (x *Trial) GetSpec() *TrialSpec {
|
|
if x != nil {
|
|
return x.Spec
|
|
}
|
|
return nil
|
|
}
|
|
|
|
func (x *Trial) GetStatus() *TrialStatus {
|
|
if x != nil {
|
|
return x.Status
|
|
}
|
|
return nil
|
|
}
|
|
|
|
// *
|
|
// Specification of a Trial. It represents Trial's parameter assignments and objective.
|
|
type TrialSpec struct {
|
|
state protoimpl.MessageState
|
|
sizeCache protoimpl.SizeCache
|
|
unknownFields protoimpl.UnknownFields
|
|
|
|
Objective *ObjectiveSpec `protobuf:"bytes,2,opt,name=objective,proto3" json:"objective,omitempty"` // Objective specification for the Trial.
|
|
ParameterAssignments *TrialSpec_ParameterAssignments `protobuf:"bytes,3,opt,name=parameter_assignments,json=parameterAssignments,proto3" json:"parameter_assignments,omitempty"` // List of assignments generated for the Trial.
|
|
Labels map[string]string `protobuf:"bytes,4,rep,name=labels,proto3" json:"labels,omitempty" protobuf_key:"bytes,1,opt,name=key,proto3" protobuf_val:"bytes,2,opt,name=value,proto3"` // Map of labels assigned to the Trial
|
|
}
|
|
|
|
func (x *TrialSpec) Reset() {
|
|
*x = TrialSpec{}
|
|
if protoimpl.UnsafeEnabled {
|
|
mi := &file_api_proto_msgTypes[13]
|
|
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
|
|
ms.StoreMessageInfo(mi)
|
|
}
|
|
}
|
|
|
|
func (x *TrialSpec) String() string {
|
|
return protoimpl.X.MessageStringOf(x)
|
|
}
|
|
|
|
func (*TrialSpec) ProtoMessage() {}
|
|
|
|
func (x *TrialSpec) ProtoReflect() protoreflect.Message {
|
|
mi := &file_api_proto_msgTypes[13]
|
|
if protoimpl.UnsafeEnabled && x != nil {
|
|
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
|
|
if ms.LoadMessageInfo() == nil {
|
|
ms.StoreMessageInfo(mi)
|
|
}
|
|
return ms
|
|
}
|
|
return mi.MessageOf(x)
|
|
}
|
|
|
|
// Deprecated: Use TrialSpec.ProtoReflect.Descriptor instead.
|
|
func (*TrialSpec) Descriptor() ([]byte, []int) {
|
|
return file_api_proto_rawDescGZIP(), []int{13}
|
|
}
|
|
|
|
func (x *TrialSpec) GetObjective() *ObjectiveSpec {
|
|
if x != nil {
|
|
return x.Objective
|
|
}
|
|
return nil
|
|
}
|
|
|
|
func (x *TrialSpec) GetParameterAssignments() *TrialSpec_ParameterAssignments {
|
|
if x != nil {
|
|
return x.ParameterAssignments
|
|
}
|
|
return nil
|
|
}
|
|
|
|
func (x *TrialSpec) GetLabels() map[string]string {
|
|
if x != nil {
|
|
return x.Labels
|
|
}
|
|
return nil
|
|
}
|
|
|
|
type ParameterAssignment struct {
|
|
state protoimpl.MessageState
|
|
sizeCache protoimpl.SizeCache
|
|
unknownFields protoimpl.UnknownFields
|
|
|
|
Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
|
|
Value string `protobuf:"bytes,2,opt,name=value,proto3" json:"value,omitempty"`
|
|
}
|
|
|
|
func (x *ParameterAssignment) Reset() {
|
|
*x = ParameterAssignment{}
|
|
if protoimpl.UnsafeEnabled {
|
|
mi := &file_api_proto_msgTypes[14]
|
|
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
|
|
ms.StoreMessageInfo(mi)
|
|
}
|
|
}
|
|
|
|
func (x *ParameterAssignment) String() string {
|
|
return protoimpl.X.MessageStringOf(x)
|
|
}
|
|
|
|
func (*ParameterAssignment) ProtoMessage() {}
|
|
|
|
func (x *ParameterAssignment) ProtoReflect() protoreflect.Message {
|
|
mi := &file_api_proto_msgTypes[14]
|
|
if protoimpl.UnsafeEnabled && x != nil {
|
|
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
|
|
if ms.LoadMessageInfo() == nil {
|
|
ms.StoreMessageInfo(mi)
|
|
}
|
|
return ms
|
|
}
|
|
return mi.MessageOf(x)
|
|
}
|
|
|
|
// Deprecated: Use ParameterAssignment.ProtoReflect.Descriptor instead.
|
|
func (*ParameterAssignment) Descriptor() ([]byte, []int) {
|
|
return file_api_proto_rawDescGZIP(), []int{14}
|
|
}
|
|
|
|
func (x *ParameterAssignment) GetName() string {
|
|
if x != nil {
|
|
return x.Name
|
|
}
|
|
return ""
|
|
}
|
|
|
|
func (x *ParameterAssignment) GetValue() string {
|
|
if x != nil {
|
|
return x.Value
|
|
}
|
|
return ""
|
|
}
|
|
|
|
// *
|
|
// Current Trial status. It contains Trial's latest condition, start time, completion time, observation.
|
|
type TrialStatus struct {
|
|
state protoimpl.MessageState
|
|
sizeCache protoimpl.SizeCache
|
|
unknownFields protoimpl.UnknownFields
|
|
|
|
StartTime string `protobuf:"bytes,1,opt,name=start_time,json=startTime,proto3" json:"start_time,omitempty"` // Trial start time in RFC3339 format
|
|
CompletionTime string `protobuf:"bytes,2,opt,name=completion_time,json=completionTime,proto3" json:"completion_time,omitempty"` // Trial completion time in RFC3339 format
|
|
Condition TrialStatus_TrialConditionType `protobuf:"varint,3,opt,name=condition,proto3,enum=api.v1.beta1.TrialStatus_TrialConditionType" json:"condition,omitempty"` // Trial current condition. It is equal to the latest Trial CR condition.
|
|
Observation *Observation `protobuf:"bytes,4,opt,name=observation,proto3" json:"observation,omitempty"` // The best Trial observation in logs.
|
|
}
|
|
|
|
func (x *TrialStatus) Reset() {
|
|
*x = TrialStatus{}
|
|
if protoimpl.UnsafeEnabled {
|
|
mi := &file_api_proto_msgTypes[15]
|
|
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
|
|
ms.StoreMessageInfo(mi)
|
|
}
|
|
}
|
|
|
|
func (x *TrialStatus) String() string {
|
|
return protoimpl.X.MessageStringOf(x)
|
|
}
|
|
|
|
func (*TrialStatus) ProtoMessage() {}
|
|
|
|
func (x *TrialStatus) ProtoReflect() protoreflect.Message {
|
|
mi := &file_api_proto_msgTypes[15]
|
|
if protoimpl.UnsafeEnabled && x != nil {
|
|
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
|
|
if ms.LoadMessageInfo() == nil {
|
|
ms.StoreMessageInfo(mi)
|
|
}
|
|
return ms
|
|
}
|
|
return mi.MessageOf(x)
|
|
}
|
|
|
|
// Deprecated: Use TrialStatus.ProtoReflect.Descriptor instead.
|
|
func (*TrialStatus) Descriptor() ([]byte, []int) {
|
|
return file_api_proto_rawDescGZIP(), []int{15}
|
|
}
|
|
|
|
func (x *TrialStatus) GetStartTime() string {
|
|
if x != nil {
|
|
return x.StartTime
|
|
}
|
|
return ""
|
|
}
|
|
|
|
func (x *TrialStatus) GetCompletionTime() string {
|
|
if x != nil {
|
|
return x.CompletionTime
|
|
}
|
|
return ""
|
|
}
|
|
|
|
func (x *TrialStatus) GetCondition() TrialStatus_TrialConditionType {
|
|
if x != nil {
|
|
return x.Condition
|
|
}
|
|
return TrialStatus_CREATED
|
|
}
|
|
|
|
func (x *TrialStatus) GetObservation() *Observation {
|
|
if x != nil {
|
|
return x.Observation
|
|
}
|
|
return nil
|
|
}
|
|
|
|
type Observation struct {
|
|
state protoimpl.MessageState
|
|
sizeCache protoimpl.SizeCache
|
|
unknownFields protoimpl.UnknownFields
|
|
|
|
Metrics []*Metric `protobuf:"bytes,1,rep,name=metrics,proto3" json:"metrics,omitempty"`
|
|
}
|
|
|
|
func (x *Observation) Reset() {
|
|
*x = Observation{}
|
|
if protoimpl.UnsafeEnabled {
|
|
mi := &file_api_proto_msgTypes[16]
|
|
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
|
|
ms.StoreMessageInfo(mi)
|
|
}
|
|
}
|
|
|
|
func (x *Observation) String() string {
|
|
return protoimpl.X.MessageStringOf(x)
|
|
}
|
|
|
|
func (*Observation) ProtoMessage() {}
|
|
|
|
func (x *Observation) ProtoReflect() protoreflect.Message {
|
|
mi := &file_api_proto_msgTypes[16]
|
|
if protoimpl.UnsafeEnabled && x != nil {
|
|
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
|
|
if ms.LoadMessageInfo() == nil {
|
|
ms.StoreMessageInfo(mi)
|
|
}
|
|
return ms
|
|
}
|
|
return mi.MessageOf(x)
|
|
}
|
|
|
|
// Deprecated: Use Observation.ProtoReflect.Descriptor instead.
|
|
func (*Observation) Descriptor() ([]byte, []int) {
|
|
return file_api_proto_rawDescGZIP(), []int{16}
|
|
}
|
|
|
|
func (x *Observation) GetMetrics() []*Metric {
|
|
if x != nil {
|
|
return x.Metrics
|
|
}
|
|
return nil
|
|
}
|
|
|
|
type Metric struct {
|
|
state protoimpl.MessageState
|
|
sizeCache protoimpl.SizeCache
|
|
unknownFields protoimpl.UnknownFields
|
|
|
|
Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
|
|
Value string `protobuf:"bytes,2,opt,name=value,proto3" json:"value,omitempty"`
|
|
}
|
|
|
|
func (x *Metric) Reset() {
|
|
*x = Metric{}
|
|
if protoimpl.UnsafeEnabled {
|
|
mi := &file_api_proto_msgTypes[17]
|
|
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
|
|
ms.StoreMessageInfo(mi)
|
|
}
|
|
}
|
|
|
|
func (x *Metric) String() string {
|
|
return protoimpl.X.MessageStringOf(x)
|
|
}
|
|
|
|
func (*Metric) ProtoMessage() {}
|
|
|
|
func (x *Metric) ProtoReflect() protoreflect.Message {
|
|
mi := &file_api_proto_msgTypes[17]
|
|
if protoimpl.UnsafeEnabled && x != nil {
|
|
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
|
|
if ms.LoadMessageInfo() == nil {
|
|
ms.StoreMessageInfo(mi)
|
|
}
|
|
return ms
|
|
}
|
|
return mi.MessageOf(x)
|
|
}
|
|
|
|
// Deprecated: Use Metric.ProtoReflect.Descriptor instead.
|
|
func (*Metric) Descriptor() ([]byte, []int) {
|
|
return file_api_proto_rawDescGZIP(), []int{17}
|
|
}
|
|
|
|
func (x *Metric) GetName() string {
|
|
if x != nil {
|
|
return x.Name
|
|
}
|
|
return ""
|
|
}
|
|
|
|
func (x *Metric) GetValue() string {
|
|
if x != nil {
|
|
return x.Value
|
|
}
|
|
return ""
|
|
}
|
|
|
|
type ReportObservationLogRequest struct {
|
|
state protoimpl.MessageState
|
|
sizeCache protoimpl.SizeCache
|
|
unknownFields protoimpl.UnknownFields
|
|
|
|
TrialName string `protobuf:"bytes,1,opt,name=trial_name,json=trialName,proto3" json:"trial_name,omitempty"`
|
|
ObservationLog *ObservationLog `protobuf:"bytes,2,opt,name=observation_log,json=observationLog,proto3" json:"observation_log,omitempty"`
|
|
}
|
|
|
|
func (x *ReportObservationLogRequest) Reset() {
|
|
*x = ReportObservationLogRequest{}
|
|
if protoimpl.UnsafeEnabled {
|
|
mi := &file_api_proto_msgTypes[18]
|
|
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
|
|
ms.StoreMessageInfo(mi)
|
|
}
|
|
}
|
|
|
|
func (x *ReportObservationLogRequest) String() string {
|
|
return protoimpl.X.MessageStringOf(x)
|
|
}
|
|
|
|
func (*ReportObservationLogRequest) ProtoMessage() {}
|
|
|
|
func (x *ReportObservationLogRequest) ProtoReflect() protoreflect.Message {
|
|
mi := &file_api_proto_msgTypes[18]
|
|
if protoimpl.UnsafeEnabled && x != nil {
|
|
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
|
|
if ms.LoadMessageInfo() == nil {
|
|
ms.StoreMessageInfo(mi)
|
|
}
|
|
return ms
|
|
}
|
|
return mi.MessageOf(x)
|
|
}
|
|
|
|
// Deprecated: Use ReportObservationLogRequest.ProtoReflect.Descriptor instead.
|
|
func (*ReportObservationLogRequest) Descriptor() ([]byte, []int) {
|
|
return file_api_proto_rawDescGZIP(), []int{18}
|
|
}
|
|
|
|
func (x *ReportObservationLogRequest) GetTrialName() string {
|
|
if x != nil {
|
|
return x.TrialName
|
|
}
|
|
return ""
|
|
}
|
|
|
|
func (x *ReportObservationLogRequest) GetObservationLog() *ObservationLog {
|
|
if x != nil {
|
|
return x.ObservationLog
|
|
}
|
|
return nil
|
|
}
|
|
|
|
type ReportObservationLogReply struct {
|
|
state protoimpl.MessageState
|
|
sizeCache protoimpl.SizeCache
|
|
unknownFields protoimpl.UnknownFields
|
|
}
|
|
|
|
func (x *ReportObservationLogReply) Reset() {
|
|
*x = ReportObservationLogReply{}
|
|
if protoimpl.UnsafeEnabled {
|
|
mi := &file_api_proto_msgTypes[19]
|
|
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
|
|
ms.StoreMessageInfo(mi)
|
|
}
|
|
}
|
|
|
|
func (x *ReportObservationLogReply) String() string {
|
|
return protoimpl.X.MessageStringOf(x)
|
|
}
|
|
|
|
func (*ReportObservationLogReply) ProtoMessage() {}
|
|
|
|
func (x *ReportObservationLogReply) ProtoReflect() protoreflect.Message {
|
|
mi := &file_api_proto_msgTypes[19]
|
|
if protoimpl.UnsafeEnabled && x != nil {
|
|
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
|
|
if ms.LoadMessageInfo() == nil {
|
|
ms.StoreMessageInfo(mi)
|
|
}
|
|
return ms
|
|
}
|
|
return mi.MessageOf(x)
|
|
}
|
|
|
|
// Deprecated: Use ReportObservationLogReply.ProtoReflect.Descriptor instead.
|
|
func (*ReportObservationLogReply) Descriptor() ([]byte, []int) {
|
|
return file_api_proto_rawDescGZIP(), []int{19}
|
|
}
|
|
|
|
type ObservationLog struct {
|
|
state protoimpl.MessageState
|
|
sizeCache protoimpl.SizeCache
|
|
unknownFields protoimpl.UnknownFields
|
|
|
|
MetricLogs []*MetricLog `protobuf:"bytes,1,rep,name=metric_logs,json=metricLogs,proto3" json:"metric_logs,omitempty"`
|
|
}
|
|
|
|
func (x *ObservationLog) Reset() {
|
|
*x = ObservationLog{}
|
|
if protoimpl.UnsafeEnabled {
|
|
mi := &file_api_proto_msgTypes[20]
|
|
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
|
|
ms.StoreMessageInfo(mi)
|
|
}
|
|
}
|
|
|
|
func (x *ObservationLog) String() string {
|
|
return protoimpl.X.MessageStringOf(x)
|
|
}
|
|
|
|
func (*ObservationLog) ProtoMessage() {}
|
|
|
|
func (x *ObservationLog) ProtoReflect() protoreflect.Message {
|
|
mi := &file_api_proto_msgTypes[20]
|
|
if protoimpl.UnsafeEnabled && x != nil {
|
|
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
|
|
if ms.LoadMessageInfo() == nil {
|
|
ms.StoreMessageInfo(mi)
|
|
}
|
|
return ms
|
|
}
|
|
return mi.MessageOf(x)
|
|
}
|
|
|
|
// Deprecated: Use ObservationLog.ProtoReflect.Descriptor instead.
|
|
func (*ObservationLog) Descriptor() ([]byte, []int) {
|
|
return file_api_proto_rawDescGZIP(), []int{20}
|
|
}
|
|
|
|
func (x *ObservationLog) GetMetricLogs() []*MetricLog {
|
|
if x != nil {
|
|
return x.MetricLogs
|
|
}
|
|
return nil
|
|
}
|
|
|
|
type MetricLog struct {
|
|
state protoimpl.MessageState
|
|
sizeCache protoimpl.SizeCache
|
|
unknownFields protoimpl.UnknownFields
|
|
|
|
TimeStamp string `protobuf:"bytes,1,opt,name=time_stamp,json=timeStamp,proto3" json:"time_stamp,omitempty"` /// RFC3339 format
|
|
Metric *Metric `protobuf:"bytes,2,opt,name=metric,proto3" json:"metric,omitempty"`
|
|
}
|
|
|
|
func (x *MetricLog) Reset() {
|
|
*x = MetricLog{}
|
|
if protoimpl.UnsafeEnabled {
|
|
mi := &file_api_proto_msgTypes[21]
|
|
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
|
|
ms.StoreMessageInfo(mi)
|
|
}
|
|
}
|
|
|
|
func (x *MetricLog) String() string {
|
|
return protoimpl.X.MessageStringOf(x)
|
|
}
|
|
|
|
func (*MetricLog) ProtoMessage() {}
|
|
|
|
func (x *MetricLog) ProtoReflect() protoreflect.Message {
|
|
mi := &file_api_proto_msgTypes[21]
|
|
if protoimpl.UnsafeEnabled && x != nil {
|
|
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
|
|
if ms.LoadMessageInfo() == nil {
|
|
ms.StoreMessageInfo(mi)
|
|
}
|
|
return ms
|
|
}
|
|
return mi.MessageOf(x)
|
|
}
|
|
|
|
// Deprecated: Use MetricLog.ProtoReflect.Descriptor instead.
|
|
func (*MetricLog) Descriptor() ([]byte, []int) {
|
|
return file_api_proto_rawDescGZIP(), []int{21}
|
|
}
|
|
|
|
func (x *MetricLog) GetTimeStamp() string {
|
|
if x != nil {
|
|
return x.TimeStamp
|
|
}
|
|
return ""
|
|
}
|
|
|
|
func (x *MetricLog) GetMetric() *Metric {
|
|
if x != nil {
|
|
return x.Metric
|
|
}
|
|
return nil
|
|
}
|
|
|
|
type GetObservationLogRequest struct {
|
|
state protoimpl.MessageState
|
|
sizeCache protoimpl.SizeCache
|
|
unknownFields protoimpl.UnknownFields
|
|
|
|
TrialName string `protobuf:"bytes,1,opt,name=trial_name,json=trialName,proto3" json:"trial_name,omitempty"`
|
|
MetricName string `protobuf:"bytes,2,opt,name=metric_name,json=metricName,proto3" json:"metric_name,omitempty"`
|
|
StartTime string `protobuf:"bytes,3,opt,name=start_time,json=startTime,proto3" json:"start_time,omitempty"` ///The start of the time range. RFC3339 format
|
|
EndTime string `protobuf:"bytes,4,opt,name=end_time,json=endTime,proto3" json:"end_time,omitempty"` ///The end of the time range. RFC3339 format
|
|
}
|
|
|
|
func (x *GetObservationLogRequest) Reset() {
|
|
*x = GetObservationLogRequest{}
|
|
if protoimpl.UnsafeEnabled {
|
|
mi := &file_api_proto_msgTypes[22]
|
|
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
|
|
ms.StoreMessageInfo(mi)
|
|
}
|
|
}
|
|
|
|
func (x *GetObservationLogRequest) String() string {
|
|
return protoimpl.X.MessageStringOf(x)
|
|
}
|
|
|
|
func (*GetObservationLogRequest) ProtoMessage() {}
|
|
|
|
func (x *GetObservationLogRequest) ProtoReflect() protoreflect.Message {
|
|
mi := &file_api_proto_msgTypes[22]
|
|
if protoimpl.UnsafeEnabled && x != nil {
|
|
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
|
|
if ms.LoadMessageInfo() == nil {
|
|
ms.StoreMessageInfo(mi)
|
|
}
|
|
return ms
|
|
}
|
|
return mi.MessageOf(x)
|
|
}
|
|
|
|
// Deprecated: Use GetObservationLogRequest.ProtoReflect.Descriptor instead.
|
|
func (*GetObservationLogRequest) Descriptor() ([]byte, []int) {
|
|
return file_api_proto_rawDescGZIP(), []int{22}
|
|
}
|
|
|
|
func (x *GetObservationLogRequest) GetTrialName() string {
|
|
if x != nil {
|
|
return x.TrialName
|
|
}
|
|
return ""
|
|
}
|
|
|
|
func (x *GetObservationLogRequest) GetMetricName() string {
|
|
if x != nil {
|
|
return x.MetricName
|
|
}
|
|
return ""
|
|
}
|
|
|
|
func (x *GetObservationLogRequest) GetStartTime() string {
|
|
if x != nil {
|
|
return x.StartTime
|
|
}
|
|
return ""
|
|
}
|
|
|
|
func (x *GetObservationLogRequest) GetEndTime() string {
|
|
if x != nil {
|
|
return x.EndTime
|
|
}
|
|
return ""
|
|
}
|
|
|
|
type GetObservationLogReply struct {
|
|
state protoimpl.MessageState
|
|
sizeCache protoimpl.SizeCache
|
|
unknownFields protoimpl.UnknownFields
|
|
|
|
ObservationLog *ObservationLog `protobuf:"bytes,1,opt,name=observation_log,json=observationLog,proto3" json:"observation_log,omitempty"`
|
|
}
|
|
|
|
func (x *GetObservationLogReply) Reset() {
|
|
*x = GetObservationLogReply{}
|
|
if protoimpl.UnsafeEnabled {
|
|
mi := &file_api_proto_msgTypes[23]
|
|
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
|
|
ms.StoreMessageInfo(mi)
|
|
}
|
|
}
|
|
|
|
func (x *GetObservationLogReply) String() string {
|
|
return protoimpl.X.MessageStringOf(x)
|
|
}
|
|
|
|
func (*GetObservationLogReply) ProtoMessage() {}
|
|
|
|
func (x *GetObservationLogReply) ProtoReflect() protoreflect.Message {
|
|
mi := &file_api_proto_msgTypes[23]
|
|
if protoimpl.UnsafeEnabled && x != nil {
|
|
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
|
|
if ms.LoadMessageInfo() == nil {
|
|
ms.StoreMessageInfo(mi)
|
|
}
|
|
return ms
|
|
}
|
|
return mi.MessageOf(x)
|
|
}
|
|
|
|
// Deprecated: Use GetObservationLogReply.ProtoReflect.Descriptor instead.
|
|
func (*GetObservationLogReply) Descriptor() ([]byte, []int) {
|
|
return file_api_proto_rawDescGZIP(), []int{23}
|
|
}
|
|
|
|
func (x *GetObservationLogReply) GetObservationLog() *ObservationLog {
|
|
if x != nil {
|
|
return x.ObservationLog
|
|
}
|
|
return nil
|
|
}
|
|
|
|
type DeleteObservationLogRequest struct {
|
|
state protoimpl.MessageState
|
|
sizeCache protoimpl.SizeCache
|
|
unknownFields protoimpl.UnknownFields
|
|
|
|
TrialName string `protobuf:"bytes,1,opt,name=trial_name,json=trialName,proto3" json:"trial_name,omitempty"`
|
|
}
|
|
|
|
func (x *DeleteObservationLogRequest) Reset() {
|
|
*x = DeleteObservationLogRequest{}
|
|
if protoimpl.UnsafeEnabled {
|
|
mi := &file_api_proto_msgTypes[24]
|
|
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
|
|
ms.StoreMessageInfo(mi)
|
|
}
|
|
}
|
|
|
|
func (x *DeleteObservationLogRequest) String() string {
|
|
return protoimpl.X.MessageStringOf(x)
|
|
}
|
|
|
|
func (*DeleteObservationLogRequest) ProtoMessage() {}
|
|
|
|
func (x *DeleteObservationLogRequest) ProtoReflect() protoreflect.Message {
|
|
mi := &file_api_proto_msgTypes[24]
|
|
if protoimpl.UnsafeEnabled && x != nil {
|
|
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
|
|
if ms.LoadMessageInfo() == nil {
|
|
ms.StoreMessageInfo(mi)
|
|
}
|
|
return ms
|
|
}
|
|
return mi.MessageOf(x)
|
|
}
|
|
|
|
// Deprecated: Use DeleteObservationLogRequest.ProtoReflect.Descriptor instead.
|
|
func (*DeleteObservationLogRequest) Descriptor() ([]byte, []int) {
|
|
return file_api_proto_rawDescGZIP(), []int{24}
|
|
}
|
|
|
|
func (x *DeleteObservationLogRequest) GetTrialName() string {
|
|
if x != nil {
|
|
return x.TrialName
|
|
}
|
|
return ""
|
|
}
|
|
|
|
type DeleteObservationLogReply struct {
|
|
state protoimpl.MessageState
|
|
sizeCache protoimpl.SizeCache
|
|
unknownFields protoimpl.UnknownFields
|
|
}
|
|
|
|
func (x *DeleteObservationLogReply) Reset() {
|
|
*x = DeleteObservationLogReply{}
|
|
if protoimpl.UnsafeEnabled {
|
|
mi := &file_api_proto_msgTypes[25]
|
|
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
|
|
ms.StoreMessageInfo(mi)
|
|
}
|
|
}
|
|
|
|
func (x *DeleteObservationLogReply) String() string {
|
|
return protoimpl.X.MessageStringOf(x)
|
|
}
|
|
|
|
func (*DeleteObservationLogReply) ProtoMessage() {}
|
|
|
|
func (x *DeleteObservationLogReply) ProtoReflect() protoreflect.Message {
|
|
mi := &file_api_proto_msgTypes[25]
|
|
if protoimpl.UnsafeEnabled && x != nil {
|
|
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
|
|
if ms.LoadMessageInfo() == nil {
|
|
ms.StoreMessageInfo(mi)
|
|
}
|
|
return ms
|
|
}
|
|
return mi.MessageOf(x)
|
|
}
|
|
|
|
// Deprecated: Use DeleteObservationLogReply.ProtoReflect.Descriptor instead.
|
|
func (*DeleteObservationLogReply) Descriptor() ([]byte, []int) {
|
|
return file_api_proto_rawDescGZIP(), []int{25}
|
|
}
|
|
|
|
type GetSuggestionsRequest struct {
|
|
state protoimpl.MessageState
|
|
sizeCache protoimpl.SizeCache
|
|
unknownFields protoimpl.UnknownFields
|
|
|
|
Experiment *Experiment `protobuf:"bytes,1,opt,name=experiment,proto3" json:"experiment,omitempty"`
|
|
Trials []*Trial `protobuf:"bytes,2,rep,name=trials,proto3" json:"trials,omitempty"` // All completed trials owned by the experiment.
|
|
// The number of Suggestions requested at one time.
|
|
// When you set 3 to current_request_number, you get three Suggestions at one time.
|
|
CurrentRequestNumber int32 `protobuf:"varint,4,opt,name=current_request_number,json=currentRequestNumber,proto3" json:"current_request_number,omitempty"`
|
|
TotalRequestNumber int32 `protobuf:"varint,5,opt,name=total_request_number,json=totalRequestNumber,proto3" json:"total_request_number,omitempty"` // The number of Suggestions requested till now.
|
|
}
|
|
|
|
func (x *GetSuggestionsRequest) Reset() {
|
|
*x = GetSuggestionsRequest{}
|
|
if protoimpl.UnsafeEnabled {
|
|
mi := &file_api_proto_msgTypes[26]
|
|
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
|
|
ms.StoreMessageInfo(mi)
|
|
}
|
|
}
|
|
|
|
func (x *GetSuggestionsRequest) String() string {
|
|
return protoimpl.X.MessageStringOf(x)
|
|
}
|
|
|
|
func (*GetSuggestionsRequest) ProtoMessage() {}
|
|
|
|
func (x *GetSuggestionsRequest) ProtoReflect() protoreflect.Message {
|
|
mi := &file_api_proto_msgTypes[26]
|
|
if protoimpl.UnsafeEnabled && x != nil {
|
|
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
|
|
if ms.LoadMessageInfo() == nil {
|
|
ms.StoreMessageInfo(mi)
|
|
}
|
|
return ms
|
|
}
|
|
return mi.MessageOf(x)
|
|
}
|
|
|
|
// Deprecated: Use GetSuggestionsRequest.ProtoReflect.Descriptor instead.
|
|
func (*GetSuggestionsRequest) Descriptor() ([]byte, []int) {
|
|
return file_api_proto_rawDescGZIP(), []int{26}
|
|
}
|
|
|
|
func (x *GetSuggestionsRequest) GetExperiment() *Experiment {
|
|
if x != nil {
|
|
return x.Experiment
|
|
}
|
|
return nil
|
|
}
|
|
|
|
func (x *GetSuggestionsRequest) GetTrials() []*Trial {
|
|
if x != nil {
|
|
return x.Trials
|
|
}
|
|
return nil
|
|
}
|
|
|
|
func (x *GetSuggestionsRequest) GetCurrentRequestNumber() int32 {
|
|
if x != nil {
|
|
return x.CurrentRequestNumber
|
|
}
|
|
return 0
|
|
}
|
|
|
|
func (x *GetSuggestionsRequest) GetTotalRequestNumber() int32 {
|
|
if x != nil {
|
|
return x.TotalRequestNumber
|
|
}
|
|
return 0
|
|
}
|
|
|
|
type GetSuggestionsReply struct {
|
|
state protoimpl.MessageState
|
|
sizeCache protoimpl.SizeCache
|
|
unknownFields protoimpl.UnknownFields
|
|
|
|
ParameterAssignments []*GetSuggestionsReply_ParameterAssignments `protobuf:"bytes,1,rep,name=parameter_assignments,json=parameterAssignments,proto3" json:"parameter_assignments,omitempty"`
|
|
Algorithm *AlgorithmSpec `protobuf:"bytes,2,opt,name=algorithm,proto3" json:"algorithm,omitempty"`
|
|
EarlyStoppingRules []*EarlyStoppingRule `protobuf:"bytes,3,rep,name=early_stopping_rules,json=earlyStoppingRules,proto3" json:"early_stopping_rules,omitempty"`
|
|
}
|
|
|
|
func (x *GetSuggestionsReply) Reset() {
|
|
*x = GetSuggestionsReply{}
|
|
if protoimpl.UnsafeEnabled {
|
|
mi := &file_api_proto_msgTypes[27]
|
|
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
|
|
ms.StoreMessageInfo(mi)
|
|
}
|
|
}
|
|
|
|
func (x *GetSuggestionsReply) String() string {
|
|
return protoimpl.X.MessageStringOf(x)
|
|
}
|
|
|
|
func (*GetSuggestionsReply) ProtoMessage() {}
|
|
|
|
func (x *GetSuggestionsReply) ProtoReflect() protoreflect.Message {
|
|
mi := &file_api_proto_msgTypes[27]
|
|
if protoimpl.UnsafeEnabled && x != nil {
|
|
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
|
|
if ms.LoadMessageInfo() == nil {
|
|
ms.StoreMessageInfo(mi)
|
|
}
|
|
return ms
|
|
}
|
|
return mi.MessageOf(x)
|
|
}
|
|
|
|
// Deprecated: Use GetSuggestionsReply.ProtoReflect.Descriptor instead.
|
|
func (*GetSuggestionsReply) Descriptor() ([]byte, []int) {
|
|
return file_api_proto_rawDescGZIP(), []int{27}
|
|
}
|
|
|
|
func (x *GetSuggestionsReply) GetParameterAssignments() []*GetSuggestionsReply_ParameterAssignments {
|
|
if x != nil {
|
|
return x.ParameterAssignments
|
|
}
|
|
return nil
|
|
}
|
|
|
|
func (x *GetSuggestionsReply) GetAlgorithm() *AlgorithmSpec {
|
|
if x != nil {
|
|
return x.Algorithm
|
|
}
|
|
return nil
|
|
}
|
|
|
|
func (x *GetSuggestionsReply) GetEarlyStoppingRules() []*EarlyStoppingRule {
|
|
if x != nil {
|
|
return x.EarlyStoppingRules
|
|
}
|
|
return nil
|
|
}
|
|
|
|
type ValidateAlgorithmSettingsRequest struct {
|
|
state protoimpl.MessageState
|
|
sizeCache protoimpl.SizeCache
|
|
unknownFields protoimpl.UnknownFields
|
|
|
|
Experiment *Experiment `protobuf:"bytes,1,opt,name=experiment,proto3" json:"experiment,omitempty"`
|
|
}
|
|
|
|
func (x *ValidateAlgorithmSettingsRequest) Reset() {
|
|
*x = ValidateAlgorithmSettingsRequest{}
|
|
if protoimpl.UnsafeEnabled {
|
|
mi := &file_api_proto_msgTypes[28]
|
|
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
|
|
ms.StoreMessageInfo(mi)
|
|
}
|
|
}
|
|
|
|
func (x *ValidateAlgorithmSettingsRequest) String() string {
|
|
return protoimpl.X.MessageStringOf(x)
|
|
}
|
|
|
|
func (*ValidateAlgorithmSettingsRequest) ProtoMessage() {}
|
|
|
|
func (x *ValidateAlgorithmSettingsRequest) ProtoReflect() protoreflect.Message {
|
|
mi := &file_api_proto_msgTypes[28]
|
|
if protoimpl.UnsafeEnabled && x != nil {
|
|
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
|
|
if ms.LoadMessageInfo() == nil {
|
|
ms.StoreMessageInfo(mi)
|
|
}
|
|
return ms
|
|
}
|
|
return mi.MessageOf(x)
|
|
}
|
|
|
|
// Deprecated: Use ValidateAlgorithmSettingsRequest.ProtoReflect.Descriptor instead.
|
|
func (*ValidateAlgorithmSettingsRequest) Descriptor() ([]byte, []int) {
|
|
return file_api_proto_rawDescGZIP(), []int{28}
|
|
}
|
|
|
|
func (x *ValidateAlgorithmSettingsRequest) GetExperiment() *Experiment {
|
|
if x != nil {
|
|
return x.Experiment
|
|
}
|
|
return nil
|
|
}
|
|
|
|
// *
|
|
// Return INVALID_ARGUMENT Error if Algorithm Settings are not Valid
|
|
type ValidateAlgorithmSettingsReply struct {
|
|
state protoimpl.MessageState
|
|
sizeCache protoimpl.SizeCache
|
|
unknownFields protoimpl.UnknownFields
|
|
}
|
|
|
|
func (x *ValidateAlgorithmSettingsReply) Reset() {
|
|
*x = ValidateAlgorithmSettingsReply{}
|
|
if protoimpl.UnsafeEnabled {
|
|
mi := &file_api_proto_msgTypes[29]
|
|
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
|
|
ms.StoreMessageInfo(mi)
|
|
}
|
|
}
|
|
|
|
func (x *ValidateAlgorithmSettingsReply) String() string {
|
|
return protoimpl.X.MessageStringOf(x)
|
|
}
|
|
|
|
func (*ValidateAlgorithmSettingsReply) ProtoMessage() {}
|
|
|
|
func (x *ValidateAlgorithmSettingsReply) ProtoReflect() protoreflect.Message {
|
|
mi := &file_api_proto_msgTypes[29]
|
|
if protoimpl.UnsafeEnabled && x != nil {
|
|
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
|
|
if ms.LoadMessageInfo() == nil {
|
|
ms.StoreMessageInfo(mi)
|
|
}
|
|
return ms
|
|
}
|
|
return mi.MessageOf(x)
|
|
}
|
|
|
|
// Deprecated: Use ValidateAlgorithmSettingsReply.ProtoReflect.Descriptor instead.
|
|
func (*ValidateAlgorithmSettingsReply) Descriptor() ([]byte, []int) {
|
|
return file_api_proto_rawDescGZIP(), []int{29}
|
|
}
|
|
|
|
type GetEarlyStoppingRulesRequest struct {
|
|
state protoimpl.MessageState
|
|
sizeCache protoimpl.SizeCache
|
|
unknownFields protoimpl.UnknownFields
|
|
|
|
Experiment *Experiment `protobuf:"bytes,1,opt,name=experiment,proto3" json:"experiment,omitempty"`
|
|
Trials []*Trial `protobuf:"bytes,2,rep,name=trials,proto3" json:"trials,omitempty"`
|
|
DbManagerAddress string `protobuf:"bytes,3,opt,name=db_manager_address,json=dbManagerAddress,proto3" json:"db_manager_address,omitempty"`
|
|
}
|
|
|
|
func (x *GetEarlyStoppingRulesRequest) Reset() {
|
|
*x = GetEarlyStoppingRulesRequest{}
|
|
if protoimpl.UnsafeEnabled {
|
|
mi := &file_api_proto_msgTypes[30]
|
|
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
|
|
ms.StoreMessageInfo(mi)
|
|
}
|
|
}
|
|
|
|
func (x *GetEarlyStoppingRulesRequest) String() string {
|
|
return protoimpl.X.MessageStringOf(x)
|
|
}
|
|
|
|
func (*GetEarlyStoppingRulesRequest) ProtoMessage() {}
|
|
|
|
func (x *GetEarlyStoppingRulesRequest) ProtoReflect() protoreflect.Message {
|
|
mi := &file_api_proto_msgTypes[30]
|
|
if protoimpl.UnsafeEnabled && x != nil {
|
|
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
|
|
if ms.LoadMessageInfo() == nil {
|
|
ms.StoreMessageInfo(mi)
|
|
}
|
|
return ms
|
|
}
|
|
return mi.MessageOf(x)
|
|
}
|
|
|
|
// Deprecated: Use GetEarlyStoppingRulesRequest.ProtoReflect.Descriptor instead.
|
|
func (*GetEarlyStoppingRulesRequest) Descriptor() ([]byte, []int) {
|
|
return file_api_proto_rawDescGZIP(), []int{30}
|
|
}
|
|
|
|
func (x *GetEarlyStoppingRulesRequest) GetExperiment() *Experiment {
|
|
if x != nil {
|
|
return x.Experiment
|
|
}
|
|
return nil
|
|
}
|
|
|
|
func (x *GetEarlyStoppingRulesRequest) GetTrials() []*Trial {
|
|
if x != nil {
|
|
return x.Trials
|
|
}
|
|
return nil
|
|
}
|
|
|
|
func (x *GetEarlyStoppingRulesRequest) GetDbManagerAddress() string {
|
|
if x != nil {
|
|
return x.DbManagerAddress
|
|
}
|
|
return ""
|
|
}
|
|
|
|
type GetEarlyStoppingRulesReply struct {
|
|
state protoimpl.MessageState
|
|
sizeCache protoimpl.SizeCache
|
|
unknownFields protoimpl.UnknownFields
|
|
|
|
EarlyStoppingRules []*EarlyStoppingRule `protobuf:"bytes,1,rep,name=early_stopping_rules,json=earlyStoppingRules,proto3" json:"early_stopping_rules,omitempty"`
|
|
}
|
|
|
|
func (x *GetEarlyStoppingRulesReply) Reset() {
|
|
*x = GetEarlyStoppingRulesReply{}
|
|
if protoimpl.UnsafeEnabled {
|
|
mi := &file_api_proto_msgTypes[31]
|
|
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
|
|
ms.StoreMessageInfo(mi)
|
|
}
|
|
}
|
|
|
|
func (x *GetEarlyStoppingRulesReply) String() string {
|
|
return protoimpl.X.MessageStringOf(x)
|
|
}
|
|
|
|
func (*GetEarlyStoppingRulesReply) ProtoMessage() {}
|
|
|
|
func (x *GetEarlyStoppingRulesReply) ProtoReflect() protoreflect.Message {
|
|
mi := &file_api_proto_msgTypes[31]
|
|
if protoimpl.UnsafeEnabled && x != nil {
|
|
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
|
|
if ms.LoadMessageInfo() == nil {
|
|
ms.StoreMessageInfo(mi)
|
|
}
|
|
return ms
|
|
}
|
|
return mi.MessageOf(x)
|
|
}
|
|
|
|
// Deprecated: Use GetEarlyStoppingRulesReply.ProtoReflect.Descriptor instead.
|
|
func (*GetEarlyStoppingRulesReply) Descriptor() ([]byte, []int) {
|
|
return file_api_proto_rawDescGZIP(), []int{31}
|
|
}
|
|
|
|
func (x *GetEarlyStoppingRulesReply) GetEarlyStoppingRules() []*EarlyStoppingRule {
|
|
if x != nil {
|
|
return x.EarlyStoppingRules
|
|
}
|
|
return nil
|
|
}
|
|
|
|
// *
|
|
// EarlyStoppingRule represents single early stopping rule.
|
|
type EarlyStoppingRule struct {
|
|
state protoimpl.MessageState
|
|
sizeCache protoimpl.SizeCache
|
|
unknownFields protoimpl.UnknownFields
|
|
|
|
Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"` // Name of the rule. Usually, metric name.
|
|
Value string `protobuf:"bytes,2,opt,name=value,proto3" json:"value,omitempty"` // Value of the metric.
|
|
Comparison ComparisonType `protobuf:"varint,3,opt,name=comparison,proto3,enum=api.v1.beta1.ComparisonType" json:"comparison,omitempty"` // Correlation between name and value, one of equal, less or greater
|
|
// Defines quantity of intermediate results that should be received before applying the rule.
|
|
// If start step is empty, rule is applied from the first recorded metric.
|
|
StartStep int32 `protobuf:"varint,4,opt,name=start_step,json=startStep,proto3" json:"start_step,omitempty"`
|
|
}
|
|
|
|
func (x *EarlyStoppingRule) Reset() {
|
|
*x = EarlyStoppingRule{}
|
|
if protoimpl.UnsafeEnabled {
|
|
mi := &file_api_proto_msgTypes[32]
|
|
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
|
|
ms.StoreMessageInfo(mi)
|
|
}
|
|
}
|
|
|
|
func (x *EarlyStoppingRule) String() string {
|
|
return protoimpl.X.MessageStringOf(x)
|
|
}
|
|
|
|
func (*EarlyStoppingRule) ProtoMessage() {}
|
|
|
|
func (x *EarlyStoppingRule) ProtoReflect() protoreflect.Message {
|
|
mi := &file_api_proto_msgTypes[32]
|
|
if protoimpl.UnsafeEnabled && x != nil {
|
|
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
|
|
if ms.LoadMessageInfo() == nil {
|
|
ms.StoreMessageInfo(mi)
|
|
}
|
|
return ms
|
|
}
|
|
return mi.MessageOf(x)
|
|
}
|
|
|
|
// Deprecated: Use EarlyStoppingRule.ProtoReflect.Descriptor instead.
|
|
func (*EarlyStoppingRule) Descriptor() ([]byte, []int) {
|
|
return file_api_proto_rawDescGZIP(), []int{32}
|
|
}
|
|
|
|
func (x *EarlyStoppingRule) GetName() string {
|
|
if x != nil {
|
|
return x.Name
|
|
}
|
|
return ""
|
|
}
|
|
|
|
func (x *EarlyStoppingRule) GetValue() string {
|
|
if x != nil {
|
|
return x.Value
|
|
}
|
|
return ""
|
|
}
|
|
|
|
func (x *EarlyStoppingRule) GetComparison() ComparisonType {
|
|
if x != nil {
|
|
return x.Comparison
|
|
}
|
|
return ComparisonType_UNKNOWN_COMPARISON
|
|
}
|
|
|
|
func (x *EarlyStoppingRule) GetStartStep() int32 {
|
|
if x != nil {
|
|
return x.StartStep
|
|
}
|
|
return 0
|
|
}
|
|
|
|
type ValidateEarlyStoppingSettingsRequest struct {
|
|
state protoimpl.MessageState
|
|
sizeCache protoimpl.SizeCache
|
|
unknownFields protoimpl.UnknownFields
|
|
|
|
EarlyStopping *EarlyStoppingSpec `protobuf:"bytes,1,opt,name=early_stopping,json=earlyStopping,proto3" json:"early_stopping,omitempty"`
|
|
}
|
|
|
|
func (x *ValidateEarlyStoppingSettingsRequest) Reset() {
|
|
*x = ValidateEarlyStoppingSettingsRequest{}
|
|
if protoimpl.UnsafeEnabled {
|
|
mi := &file_api_proto_msgTypes[33]
|
|
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
|
|
ms.StoreMessageInfo(mi)
|
|
}
|
|
}
|
|
|
|
func (x *ValidateEarlyStoppingSettingsRequest) String() string {
|
|
return protoimpl.X.MessageStringOf(x)
|
|
}
|
|
|
|
func (*ValidateEarlyStoppingSettingsRequest) ProtoMessage() {}
|
|
|
|
func (x *ValidateEarlyStoppingSettingsRequest) ProtoReflect() protoreflect.Message {
|
|
mi := &file_api_proto_msgTypes[33]
|
|
if protoimpl.UnsafeEnabled && x != nil {
|
|
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
|
|
if ms.LoadMessageInfo() == nil {
|
|
ms.StoreMessageInfo(mi)
|
|
}
|
|
return ms
|
|
}
|
|
return mi.MessageOf(x)
|
|
}
|
|
|
|
// Deprecated: Use ValidateEarlyStoppingSettingsRequest.ProtoReflect.Descriptor instead.
|
|
func (*ValidateEarlyStoppingSettingsRequest) Descriptor() ([]byte, []int) {
|
|
return file_api_proto_rawDescGZIP(), []int{33}
|
|
}
|
|
|
|
func (x *ValidateEarlyStoppingSettingsRequest) GetEarlyStopping() *EarlyStoppingSpec {
|
|
if x != nil {
|
|
return x.EarlyStopping
|
|
}
|
|
return nil
|
|
}
|
|
|
|
// *
|
|
// Return INVALID_ARGUMENT Error if Early Stopping Settings are not Valid
|
|
type ValidateEarlyStoppingSettingsReply struct {
|
|
state protoimpl.MessageState
|
|
sizeCache protoimpl.SizeCache
|
|
unknownFields protoimpl.UnknownFields
|
|
}
|
|
|
|
func (x *ValidateEarlyStoppingSettingsReply) Reset() {
|
|
*x = ValidateEarlyStoppingSettingsReply{}
|
|
if protoimpl.UnsafeEnabled {
|
|
mi := &file_api_proto_msgTypes[34]
|
|
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
|
|
ms.StoreMessageInfo(mi)
|
|
}
|
|
}
|
|
|
|
func (x *ValidateEarlyStoppingSettingsReply) String() string {
|
|
return protoimpl.X.MessageStringOf(x)
|
|
}
|
|
|
|
func (*ValidateEarlyStoppingSettingsReply) ProtoMessage() {}
|
|
|
|
func (x *ValidateEarlyStoppingSettingsReply) ProtoReflect() protoreflect.Message {
|
|
mi := &file_api_proto_msgTypes[34]
|
|
if protoimpl.UnsafeEnabled && x != nil {
|
|
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
|
|
if ms.LoadMessageInfo() == nil {
|
|
ms.StoreMessageInfo(mi)
|
|
}
|
|
return ms
|
|
}
|
|
return mi.MessageOf(x)
|
|
}
|
|
|
|
// Deprecated: Use ValidateEarlyStoppingSettingsReply.ProtoReflect.Descriptor instead.
|
|
func (*ValidateEarlyStoppingSettingsReply) Descriptor() ([]byte, []int) {
|
|
return file_api_proto_rawDescGZIP(), []int{34}
|
|
}
|
|
|
|
type SetTrialStatusRequest struct {
|
|
state protoimpl.MessageState
|
|
sizeCache protoimpl.SizeCache
|
|
unknownFields protoimpl.UnknownFields
|
|
|
|
TrialName string `protobuf:"bytes,1,opt,name=trial_name,json=trialName,proto3" json:"trial_name,omitempty"`
|
|
}
|
|
|
|
func (x *SetTrialStatusRequest) Reset() {
|
|
*x = SetTrialStatusRequest{}
|
|
if protoimpl.UnsafeEnabled {
|
|
mi := &file_api_proto_msgTypes[35]
|
|
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
|
|
ms.StoreMessageInfo(mi)
|
|
}
|
|
}
|
|
|
|
func (x *SetTrialStatusRequest) String() string {
|
|
return protoimpl.X.MessageStringOf(x)
|
|
}
|
|
|
|
func (*SetTrialStatusRequest) ProtoMessage() {}
|
|
|
|
func (x *SetTrialStatusRequest) ProtoReflect() protoreflect.Message {
|
|
mi := &file_api_proto_msgTypes[35]
|
|
if protoimpl.UnsafeEnabled && x != nil {
|
|
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
|
|
if ms.LoadMessageInfo() == nil {
|
|
ms.StoreMessageInfo(mi)
|
|
}
|
|
return ms
|
|
}
|
|
return mi.MessageOf(x)
|
|
}
|
|
|
|
// Deprecated: Use SetTrialStatusRequest.ProtoReflect.Descriptor instead.
|
|
func (*SetTrialStatusRequest) Descriptor() ([]byte, []int) {
|
|
return file_api_proto_rawDescGZIP(), []int{35}
|
|
}
|
|
|
|
func (x *SetTrialStatusRequest) GetTrialName() string {
|
|
if x != nil {
|
|
return x.TrialName
|
|
}
|
|
return ""
|
|
}
|
|
|
|
type SetTrialStatusReply struct {
|
|
state protoimpl.MessageState
|
|
sizeCache protoimpl.SizeCache
|
|
unknownFields protoimpl.UnknownFields
|
|
}
|
|
|
|
func (x *SetTrialStatusReply) Reset() {
|
|
*x = SetTrialStatusReply{}
|
|
if protoimpl.UnsafeEnabled {
|
|
mi := &file_api_proto_msgTypes[36]
|
|
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
|
|
ms.StoreMessageInfo(mi)
|
|
}
|
|
}
|
|
|
|
func (x *SetTrialStatusReply) String() string {
|
|
return protoimpl.X.MessageStringOf(x)
|
|
}
|
|
|
|
func (*SetTrialStatusReply) ProtoMessage() {}
|
|
|
|
func (x *SetTrialStatusReply) ProtoReflect() protoreflect.Message {
|
|
mi := &file_api_proto_msgTypes[36]
|
|
if protoimpl.UnsafeEnabled && x != nil {
|
|
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
|
|
if ms.LoadMessageInfo() == nil {
|
|
ms.StoreMessageInfo(mi)
|
|
}
|
|
return ms
|
|
}
|
|
return mi.MessageOf(x)
|
|
}
|
|
|
|
// Deprecated: Use SetTrialStatusReply.ProtoReflect.Descriptor instead.
|
|
func (*SetTrialStatusReply) Descriptor() ([]byte, []int) {
|
|
return file_api_proto_rawDescGZIP(), []int{36}
|
|
}
|
|
|
|
// *
|
|
// List of ParameterSpec.
|
|
type ExperimentSpec_ParameterSpecs struct {
|
|
state protoimpl.MessageState
|
|
sizeCache protoimpl.SizeCache
|
|
unknownFields protoimpl.UnknownFields
|
|
|
|
Parameters []*ParameterSpec `protobuf:"bytes,1,rep,name=parameters,proto3" json:"parameters,omitempty"`
|
|
}
|
|
|
|
func (x *ExperimentSpec_ParameterSpecs) Reset() {
|
|
*x = ExperimentSpec_ParameterSpecs{}
|
|
if protoimpl.UnsafeEnabled {
|
|
mi := &file_api_proto_msgTypes[37]
|
|
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
|
|
ms.StoreMessageInfo(mi)
|
|
}
|
|
}
|
|
|
|
func (x *ExperimentSpec_ParameterSpecs) String() string {
|
|
return protoimpl.X.MessageStringOf(x)
|
|
}
|
|
|
|
func (*ExperimentSpec_ParameterSpecs) ProtoMessage() {}
|
|
|
|
func (x *ExperimentSpec_ParameterSpecs) ProtoReflect() protoreflect.Message {
|
|
mi := &file_api_proto_msgTypes[37]
|
|
if protoimpl.UnsafeEnabled && x != nil {
|
|
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
|
|
if ms.LoadMessageInfo() == nil {
|
|
ms.StoreMessageInfo(mi)
|
|
}
|
|
return ms
|
|
}
|
|
return mi.MessageOf(x)
|
|
}
|
|
|
|
// Deprecated: Use ExperimentSpec_ParameterSpecs.ProtoReflect.Descriptor instead.
|
|
func (*ExperimentSpec_ParameterSpecs) Descriptor() ([]byte, []int) {
|
|
return file_api_proto_rawDescGZIP(), []int{1, 0}
|
|
}
|
|
|
|
func (x *ExperimentSpec_ParameterSpecs) GetParameters() []*ParameterSpec {
|
|
if x != nil {
|
|
return x.Parameters
|
|
}
|
|
return nil
|
|
}
|
|
|
|
type NasConfig_Operations struct {
|
|
state protoimpl.MessageState
|
|
sizeCache protoimpl.SizeCache
|
|
unknownFields protoimpl.UnknownFields
|
|
|
|
Operation []*Operation `protobuf:"bytes,1,rep,name=operation,proto3" json:"operation,omitempty"`
|
|
}
|
|
|
|
func (x *NasConfig_Operations) Reset() {
|
|
*x = NasConfig_Operations{}
|
|
if protoimpl.UnsafeEnabled {
|
|
mi := &file_api_proto_msgTypes[38]
|
|
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
|
|
ms.StoreMessageInfo(mi)
|
|
}
|
|
}
|
|
|
|
func (x *NasConfig_Operations) String() string {
|
|
return protoimpl.X.MessageStringOf(x)
|
|
}
|
|
|
|
func (*NasConfig_Operations) ProtoMessage() {}
|
|
|
|
func (x *NasConfig_Operations) ProtoReflect() protoreflect.Message {
|
|
mi := &file_api_proto_msgTypes[38]
|
|
if protoimpl.UnsafeEnabled && x != nil {
|
|
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
|
|
if ms.LoadMessageInfo() == nil {
|
|
ms.StoreMessageInfo(mi)
|
|
}
|
|
return ms
|
|
}
|
|
return mi.MessageOf(x)
|
|
}
|
|
|
|
// Deprecated: Use NasConfig_Operations.ProtoReflect.Descriptor instead.
|
|
func (*NasConfig_Operations) Descriptor() ([]byte, []int) {
|
|
return file_api_proto_rawDescGZIP(), []int{9, 0}
|
|
}
|
|
|
|
func (x *NasConfig_Operations) GetOperation() []*Operation {
|
|
if x != nil {
|
|
return x.Operation
|
|
}
|
|
return nil
|
|
}
|
|
|
|
// *
|
|
// List of ParameterSpec
|
|
type Operation_ParameterSpecs struct {
|
|
state protoimpl.MessageState
|
|
sizeCache protoimpl.SizeCache
|
|
unknownFields protoimpl.UnknownFields
|
|
|
|
Parameters []*ParameterSpec `protobuf:"bytes,1,rep,name=parameters,proto3" json:"parameters,omitempty"`
|
|
}
|
|
|
|
func (x *Operation_ParameterSpecs) Reset() {
|
|
*x = Operation_ParameterSpecs{}
|
|
if protoimpl.UnsafeEnabled {
|
|
mi := &file_api_proto_msgTypes[39]
|
|
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
|
|
ms.StoreMessageInfo(mi)
|
|
}
|
|
}
|
|
|
|
func (x *Operation_ParameterSpecs) String() string {
|
|
return protoimpl.X.MessageStringOf(x)
|
|
}
|
|
|
|
func (*Operation_ParameterSpecs) ProtoMessage() {}
|
|
|
|
func (x *Operation_ParameterSpecs) ProtoReflect() protoreflect.Message {
|
|
mi := &file_api_proto_msgTypes[39]
|
|
if protoimpl.UnsafeEnabled && x != nil {
|
|
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
|
|
if ms.LoadMessageInfo() == nil {
|
|
ms.StoreMessageInfo(mi)
|
|
}
|
|
return ms
|
|
}
|
|
return mi.MessageOf(x)
|
|
}
|
|
|
|
// Deprecated: Use Operation_ParameterSpecs.ProtoReflect.Descriptor instead.
|
|
func (*Operation_ParameterSpecs) Descriptor() ([]byte, []int) {
|
|
return file_api_proto_rawDescGZIP(), []int{11, 0}
|
|
}
|
|
|
|
func (x *Operation_ParameterSpecs) GetParameters() []*ParameterSpec {
|
|
if x != nil {
|
|
return x.Parameters
|
|
}
|
|
return nil
|
|
}
|
|
|
|
// *
|
|
// List of ParameterAssignment
|
|
type TrialSpec_ParameterAssignments struct {
|
|
state protoimpl.MessageState
|
|
sizeCache protoimpl.SizeCache
|
|
unknownFields protoimpl.UnknownFields
|
|
|
|
Assignments []*ParameterAssignment `protobuf:"bytes,1,rep,name=assignments,proto3" json:"assignments,omitempty"`
|
|
}
|
|
|
|
func (x *TrialSpec_ParameterAssignments) Reset() {
|
|
*x = TrialSpec_ParameterAssignments{}
|
|
if protoimpl.UnsafeEnabled {
|
|
mi := &file_api_proto_msgTypes[40]
|
|
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
|
|
ms.StoreMessageInfo(mi)
|
|
}
|
|
}
|
|
|
|
func (x *TrialSpec_ParameterAssignments) String() string {
|
|
return protoimpl.X.MessageStringOf(x)
|
|
}
|
|
|
|
func (*TrialSpec_ParameterAssignments) ProtoMessage() {}
|
|
|
|
func (x *TrialSpec_ParameterAssignments) ProtoReflect() protoreflect.Message {
|
|
mi := &file_api_proto_msgTypes[40]
|
|
if protoimpl.UnsafeEnabled && x != nil {
|
|
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
|
|
if ms.LoadMessageInfo() == nil {
|
|
ms.StoreMessageInfo(mi)
|
|
}
|
|
return ms
|
|
}
|
|
return mi.MessageOf(x)
|
|
}
|
|
|
|
// Deprecated: Use TrialSpec_ParameterAssignments.ProtoReflect.Descriptor instead.
|
|
func (*TrialSpec_ParameterAssignments) Descriptor() ([]byte, []int) {
|
|
return file_api_proto_rawDescGZIP(), []int{13, 0}
|
|
}
|
|
|
|
func (x *TrialSpec_ParameterAssignments) GetAssignments() []*ParameterAssignment {
|
|
if x != nil {
|
|
return x.Assignments
|
|
}
|
|
return nil
|
|
}
|
|
|
|
type GetSuggestionsReply_ParameterAssignments struct {
|
|
state protoimpl.MessageState
|
|
sizeCache protoimpl.SizeCache
|
|
unknownFields protoimpl.UnknownFields
|
|
|
|
Assignments []*ParameterAssignment `protobuf:"bytes,1,rep,name=assignments,proto3" json:"assignments,omitempty"`
|
|
// Optional field to override the trial name
|
|
TrialName string `protobuf:"bytes,2,opt,name=trial_name,json=trialName,proto3" json:"trial_name,omitempty"`
|
|
// Optional field to add labels to the generated Trials
|
|
Labels map[string]string `protobuf:"bytes,3,rep,name=labels,proto3" json:"labels,omitempty" protobuf_key:"bytes,1,opt,name=key,proto3" protobuf_val:"bytes,2,opt,name=value,proto3"`
|
|
}
|
|
|
|
func (x *GetSuggestionsReply_ParameterAssignments) Reset() {
|
|
*x = GetSuggestionsReply_ParameterAssignments{}
|
|
if protoimpl.UnsafeEnabled {
|
|
mi := &file_api_proto_msgTypes[42]
|
|
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
|
|
ms.StoreMessageInfo(mi)
|
|
}
|
|
}
|
|
|
|
func (x *GetSuggestionsReply_ParameterAssignments) String() string {
|
|
return protoimpl.X.MessageStringOf(x)
|
|
}
|
|
|
|
func (*GetSuggestionsReply_ParameterAssignments) ProtoMessage() {}
|
|
|
|
func (x *GetSuggestionsReply_ParameterAssignments) ProtoReflect() protoreflect.Message {
|
|
mi := &file_api_proto_msgTypes[42]
|
|
if protoimpl.UnsafeEnabled && x != nil {
|
|
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
|
|
if ms.LoadMessageInfo() == nil {
|
|
ms.StoreMessageInfo(mi)
|
|
}
|
|
return ms
|
|
}
|
|
return mi.MessageOf(x)
|
|
}
|
|
|
|
// Deprecated: Use GetSuggestionsReply_ParameterAssignments.ProtoReflect.Descriptor instead.
|
|
func (*GetSuggestionsReply_ParameterAssignments) Descriptor() ([]byte, []int) {
|
|
return file_api_proto_rawDescGZIP(), []int{27, 0}
|
|
}
|
|
|
|
func (x *GetSuggestionsReply_ParameterAssignments) GetAssignments() []*ParameterAssignment {
|
|
if x != nil {
|
|
return x.Assignments
|
|
}
|
|
return nil
|
|
}
|
|
|
|
func (x *GetSuggestionsReply_ParameterAssignments) GetTrialName() string {
|
|
if x != nil {
|
|
return x.TrialName
|
|
}
|
|
return ""
|
|
}
|
|
|
|
func (x *GetSuggestionsReply_ParameterAssignments) GetLabels() map[string]string {
|
|
if x != nil {
|
|
return x.Labels
|
|
}
|
|
return nil
|
|
}
|
|
|
|
var File_api_proto protoreflect.FileDescriptor
|
|
|
|
var file_api_proto_rawDesc = []byte{
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0x6c, 0x69, 0x64, 0x61, 0x74, 0x65, 0x45, 0x61, 0x72, 0x6c, 0x79, 0x53, 0x74, 0x6f, 0x70, 0x70,
|
|
0x69, 0x6e, 0x67, 0x53, 0x65, 0x74, 0x74, 0x69, 0x6e, 0x67, 0x73, 0x52, 0x65, 0x71, 0x75, 0x65,
|
|
0x73, 0x74, 0x1a, 0x30, 0x2e, 0x61, 0x70, 0x69, 0x2e, 0x76, 0x31, 0x2e, 0x62, 0x65, 0x74, 0x61,
|
|
0x31, 0x2e, 0x56, 0x61, 0x6c, 0x69, 0x64, 0x61, 0x74, 0x65, 0x45, 0x61, 0x72, 0x6c, 0x79, 0x53,
|
|
0x74, 0x6f, 0x70, 0x70, 0x69, 0x6e, 0x67, 0x53, 0x65, 0x74, 0x74, 0x69, 0x6e, 0x67, 0x73, 0x52,
|
|
0x65, 0x70, 0x6c, 0x79, 0x42, 0x41, 0x5a, 0x3f, 0x67, 0x69, 0x74, 0x68, 0x75, 0x62, 0x2e, 0x63,
|
|
0x6f, 0x6d, 0x2f, 0x6b, 0x75, 0x62, 0x65, 0x66, 0x6c, 0x6f, 0x77, 0x2f, 0x6b, 0x61, 0x74, 0x69,
|
|
0x62, 0x2f, 0x70, 0x6b, 0x67, 0x2f, 0x61, 0x70, 0x69, 0x73, 0x2f, 0x6d, 0x61, 0x6e, 0x61, 0x67,
|
|
0x65, 0x72, 0x2f, 0x76, 0x31, 0x62, 0x65, 0x74, 0x61, 0x31, 0x3b, 0x61, 0x70, 0x69, 0x5f, 0x76,
|
|
0x31, 0x5f, 0x62, 0x65, 0x74, 0x61, 0x31, 0x62, 0x06, 0x70, 0x72, 0x6f, 0x74, 0x6f, 0x33,
|
|
}
|
|
|
|
var (
|
|
file_api_proto_rawDescOnce sync.Once
|
|
file_api_proto_rawDescData = file_api_proto_rawDesc
|
|
)
|
|
|
|
func file_api_proto_rawDescGZIP() []byte {
|
|
file_api_proto_rawDescOnce.Do(func() {
|
|
file_api_proto_rawDescData = protoimpl.X.CompressGZIP(file_api_proto_rawDescData)
|
|
})
|
|
return file_api_proto_rawDescData
|
|
}
|
|
|
|
var file_api_proto_enumTypes = make([]protoimpl.EnumInfo, 5)
|
|
var file_api_proto_msgTypes = make([]protoimpl.MessageInfo, 44)
|
|
var file_api_proto_goTypes = []interface{}{
|
|
(ParameterType)(0), // 0: api.v1.beta1.ParameterType
|
|
(Distribution)(0), // 1: api.v1.beta1.Distribution
|
|
(ObjectiveType)(0), // 2: api.v1.beta1.ObjectiveType
|
|
(ComparisonType)(0), // 3: api.v1.beta1.ComparisonType
|
|
(TrialStatus_TrialConditionType)(0), // 4: api.v1.beta1.TrialStatus.TrialConditionType
|
|
(*Experiment)(nil), // 5: api.v1.beta1.Experiment
|
|
(*ExperimentSpec)(nil), // 6: api.v1.beta1.ExperimentSpec
|
|
(*ParameterSpec)(nil), // 7: api.v1.beta1.ParameterSpec
|
|
(*FeasibleSpace)(nil), // 8: api.v1.beta1.FeasibleSpace
|
|
(*ObjectiveSpec)(nil), // 9: api.v1.beta1.ObjectiveSpec
|
|
(*AlgorithmSpec)(nil), // 10: api.v1.beta1.AlgorithmSpec
|
|
(*AlgorithmSetting)(nil), // 11: api.v1.beta1.AlgorithmSetting
|
|
(*EarlyStoppingSpec)(nil), // 12: api.v1.beta1.EarlyStoppingSpec
|
|
(*EarlyStoppingSetting)(nil), // 13: api.v1.beta1.EarlyStoppingSetting
|
|
(*NasConfig)(nil), // 14: api.v1.beta1.NasConfig
|
|
(*GraphConfig)(nil), // 15: api.v1.beta1.GraphConfig
|
|
(*Operation)(nil), // 16: api.v1.beta1.Operation
|
|
(*Trial)(nil), // 17: api.v1.beta1.Trial
|
|
(*TrialSpec)(nil), // 18: api.v1.beta1.TrialSpec
|
|
(*ParameterAssignment)(nil), // 19: api.v1.beta1.ParameterAssignment
|
|
(*TrialStatus)(nil), // 20: api.v1.beta1.TrialStatus
|
|
(*Observation)(nil), // 21: api.v1.beta1.Observation
|
|
(*Metric)(nil), // 22: api.v1.beta1.Metric
|
|
(*ReportObservationLogRequest)(nil), // 23: api.v1.beta1.ReportObservationLogRequest
|
|
(*ReportObservationLogReply)(nil), // 24: api.v1.beta1.ReportObservationLogReply
|
|
(*ObservationLog)(nil), // 25: api.v1.beta1.ObservationLog
|
|
(*MetricLog)(nil), // 26: api.v1.beta1.MetricLog
|
|
(*GetObservationLogRequest)(nil), // 27: api.v1.beta1.GetObservationLogRequest
|
|
(*GetObservationLogReply)(nil), // 28: api.v1.beta1.GetObservationLogReply
|
|
(*DeleteObservationLogRequest)(nil), // 29: api.v1.beta1.DeleteObservationLogRequest
|
|
(*DeleteObservationLogReply)(nil), // 30: api.v1.beta1.DeleteObservationLogReply
|
|
(*GetSuggestionsRequest)(nil), // 31: api.v1.beta1.GetSuggestionsRequest
|
|
(*GetSuggestionsReply)(nil), // 32: api.v1.beta1.GetSuggestionsReply
|
|
(*ValidateAlgorithmSettingsRequest)(nil), // 33: api.v1.beta1.ValidateAlgorithmSettingsRequest
|
|
(*ValidateAlgorithmSettingsReply)(nil), // 34: api.v1.beta1.ValidateAlgorithmSettingsReply
|
|
(*GetEarlyStoppingRulesRequest)(nil), // 35: api.v1.beta1.GetEarlyStoppingRulesRequest
|
|
(*GetEarlyStoppingRulesReply)(nil), // 36: api.v1.beta1.GetEarlyStoppingRulesReply
|
|
(*EarlyStoppingRule)(nil), // 37: api.v1.beta1.EarlyStoppingRule
|
|
(*ValidateEarlyStoppingSettingsRequest)(nil), // 38: api.v1.beta1.ValidateEarlyStoppingSettingsRequest
|
|
(*ValidateEarlyStoppingSettingsReply)(nil), // 39: api.v1.beta1.ValidateEarlyStoppingSettingsReply
|
|
(*SetTrialStatusRequest)(nil), // 40: api.v1.beta1.SetTrialStatusRequest
|
|
(*SetTrialStatusReply)(nil), // 41: api.v1.beta1.SetTrialStatusReply
|
|
(*ExperimentSpec_ParameterSpecs)(nil), // 42: api.v1.beta1.ExperimentSpec.ParameterSpecs
|
|
(*NasConfig_Operations)(nil), // 43: api.v1.beta1.NasConfig.Operations
|
|
(*Operation_ParameterSpecs)(nil), // 44: api.v1.beta1.Operation.ParameterSpecs
|
|
(*TrialSpec_ParameterAssignments)(nil), // 45: api.v1.beta1.TrialSpec.ParameterAssignments
|
|
nil, // 46: api.v1.beta1.TrialSpec.LabelsEntry
|
|
(*GetSuggestionsReply_ParameterAssignments)(nil), // 47: api.v1.beta1.GetSuggestionsReply.ParameterAssignments
|
|
nil, // 48: api.v1.beta1.GetSuggestionsReply.ParameterAssignments.LabelsEntry
|
|
}
|
|
var file_api_proto_depIdxs = []int32{
|
|
6, // 0: api.v1.beta1.Experiment.spec:type_name -> api.v1.beta1.ExperimentSpec
|
|
42, // 1: api.v1.beta1.ExperimentSpec.parameter_specs:type_name -> api.v1.beta1.ExperimentSpec.ParameterSpecs
|
|
9, // 2: api.v1.beta1.ExperimentSpec.objective:type_name -> api.v1.beta1.ObjectiveSpec
|
|
10, // 3: api.v1.beta1.ExperimentSpec.algorithm:type_name -> api.v1.beta1.AlgorithmSpec
|
|
12, // 4: api.v1.beta1.ExperimentSpec.early_stopping:type_name -> api.v1.beta1.EarlyStoppingSpec
|
|
14, // 5: api.v1.beta1.ExperimentSpec.nas_config:type_name -> api.v1.beta1.NasConfig
|
|
0, // 6: api.v1.beta1.ParameterSpec.parameter_type:type_name -> api.v1.beta1.ParameterType
|
|
8, // 7: api.v1.beta1.ParameterSpec.feasible_space:type_name -> api.v1.beta1.FeasibleSpace
|
|
1, // 8: api.v1.beta1.FeasibleSpace.distribution:type_name -> api.v1.beta1.Distribution
|
|
2, // 9: api.v1.beta1.ObjectiveSpec.type:type_name -> api.v1.beta1.ObjectiveType
|
|
11, // 10: api.v1.beta1.AlgorithmSpec.algorithm_settings:type_name -> api.v1.beta1.AlgorithmSetting
|
|
13, // 11: api.v1.beta1.EarlyStoppingSpec.algorithm_settings:type_name -> api.v1.beta1.EarlyStoppingSetting
|
|
15, // 12: api.v1.beta1.NasConfig.graph_config:type_name -> api.v1.beta1.GraphConfig
|
|
43, // 13: api.v1.beta1.NasConfig.operations:type_name -> api.v1.beta1.NasConfig.Operations
|
|
44, // 14: api.v1.beta1.Operation.parameter_specs:type_name -> api.v1.beta1.Operation.ParameterSpecs
|
|
18, // 15: api.v1.beta1.Trial.spec:type_name -> api.v1.beta1.TrialSpec
|
|
20, // 16: api.v1.beta1.Trial.status:type_name -> api.v1.beta1.TrialStatus
|
|
9, // 17: api.v1.beta1.TrialSpec.objective:type_name -> api.v1.beta1.ObjectiveSpec
|
|
45, // 18: api.v1.beta1.TrialSpec.parameter_assignments:type_name -> api.v1.beta1.TrialSpec.ParameterAssignments
|
|
46, // 19: api.v1.beta1.TrialSpec.labels:type_name -> api.v1.beta1.TrialSpec.LabelsEntry
|
|
4, // 20: api.v1.beta1.TrialStatus.condition:type_name -> api.v1.beta1.TrialStatus.TrialConditionType
|
|
21, // 21: api.v1.beta1.TrialStatus.observation:type_name -> api.v1.beta1.Observation
|
|
22, // 22: api.v1.beta1.Observation.metrics:type_name -> api.v1.beta1.Metric
|
|
25, // 23: api.v1.beta1.ReportObservationLogRequest.observation_log:type_name -> api.v1.beta1.ObservationLog
|
|
26, // 24: api.v1.beta1.ObservationLog.metric_logs:type_name -> api.v1.beta1.MetricLog
|
|
22, // 25: api.v1.beta1.MetricLog.metric:type_name -> api.v1.beta1.Metric
|
|
25, // 26: api.v1.beta1.GetObservationLogReply.observation_log:type_name -> api.v1.beta1.ObservationLog
|
|
5, // 27: api.v1.beta1.GetSuggestionsRequest.experiment:type_name -> api.v1.beta1.Experiment
|
|
17, // 28: api.v1.beta1.GetSuggestionsRequest.trials:type_name -> api.v1.beta1.Trial
|
|
47, // 29: api.v1.beta1.GetSuggestionsReply.parameter_assignments:type_name -> api.v1.beta1.GetSuggestionsReply.ParameterAssignments
|
|
10, // 30: api.v1.beta1.GetSuggestionsReply.algorithm:type_name -> api.v1.beta1.AlgorithmSpec
|
|
37, // 31: api.v1.beta1.GetSuggestionsReply.early_stopping_rules:type_name -> api.v1.beta1.EarlyStoppingRule
|
|
5, // 32: api.v1.beta1.ValidateAlgorithmSettingsRequest.experiment:type_name -> api.v1.beta1.Experiment
|
|
5, // 33: api.v1.beta1.GetEarlyStoppingRulesRequest.experiment:type_name -> api.v1.beta1.Experiment
|
|
17, // 34: api.v1.beta1.GetEarlyStoppingRulesRequest.trials:type_name -> api.v1.beta1.Trial
|
|
37, // 35: api.v1.beta1.GetEarlyStoppingRulesReply.early_stopping_rules:type_name -> api.v1.beta1.EarlyStoppingRule
|
|
3, // 36: api.v1.beta1.EarlyStoppingRule.comparison:type_name -> api.v1.beta1.ComparisonType
|
|
12, // 37: api.v1.beta1.ValidateEarlyStoppingSettingsRequest.early_stopping:type_name -> api.v1.beta1.EarlyStoppingSpec
|
|
7, // 38: api.v1.beta1.ExperimentSpec.ParameterSpecs.parameters:type_name -> api.v1.beta1.ParameterSpec
|
|
16, // 39: api.v1.beta1.NasConfig.Operations.operation:type_name -> api.v1.beta1.Operation
|
|
7, // 40: api.v1.beta1.Operation.ParameterSpecs.parameters:type_name -> api.v1.beta1.ParameterSpec
|
|
19, // 41: api.v1.beta1.TrialSpec.ParameterAssignments.assignments:type_name -> api.v1.beta1.ParameterAssignment
|
|
19, // 42: api.v1.beta1.GetSuggestionsReply.ParameterAssignments.assignments:type_name -> api.v1.beta1.ParameterAssignment
|
|
48, // 43: api.v1.beta1.GetSuggestionsReply.ParameterAssignments.labels:type_name -> api.v1.beta1.GetSuggestionsReply.ParameterAssignments.LabelsEntry
|
|
23, // 44: api.v1.beta1.DBManager.ReportObservationLog:input_type -> api.v1.beta1.ReportObservationLogRequest
|
|
27, // 45: api.v1.beta1.DBManager.GetObservationLog:input_type -> api.v1.beta1.GetObservationLogRequest
|
|
29, // 46: api.v1.beta1.DBManager.DeleteObservationLog:input_type -> api.v1.beta1.DeleteObservationLogRequest
|
|
31, // 47: api.v1.beta1.Suggestion.GetSuggestions:input_type -> api.v1.beta1.GetSuggestionsRequest
|
|
33, // 48: api.v1.beta1.Suggestion.ValidateAlgorithmSettings:input_type -> api.v1.beta1.ValidateAlgorithmSettingsRequest
|
|
35, // 49: api.v1.beta1.EarlyStopping.GetEarlyStoppingRules:input_type -> api.v1.beta1.GetEarlyStoppingRulesRequest
|
|
40, // 50: api.v1.beta1.EarlyStopping.SetTrialStatus:input_type -> api.v1.beta1.SetTrialStatusRequest
|
|
38, // 51: api.v1.beta1.EarlyStopping.ValidateEarlyStoppingSettings:input_type -> api.v1.beta1.ValidateEarlyStoppingSettingsRequest
|
|
24, // 52: api.v1.beta1.DBManager.ReportObservationLog:output_type -> api.v1.beta1.ReportObservationLogReply
|
|
28, // 53: api.v1.beta1.DBManager.GetObservationLog:output_type -> api.v1.beta1.GetObservationLogReply
|
|
30, // 54: api.v1.beta1.DBManager.DeleteObservationLog:output_type -> api.v1.beta1.DeleteObservationLogReply
|
|
32, // 55: api.v1.beta1.Suggestion.GetSuggestions:output_type -> api.v1.beta1.GetSuggestionsReply
|
|
34, // 56: api.v1.beta1.Suggestion.ValidateAlgorithmSettings:output_type -> api.v1.beta1.ValidateAlgorithmSettingsReply
|
|
36, // 57: api.v1.beta1.EarlyStopping.GetEarlyStoppingRules:output_type -> api.v1.beta1.GetEarlyStoppingRulesReply
|
|
41, // 58: api.v1.beta1.EarlyStopping.SetTrialStatus:output_type -> api.v1.beta1.SetTrialStatusReply
|
|
39, // 59: api.v1.beta1.EarlyStopping.ValidateEarlyStoppingSettings:output_type -> api.v1.beta1.ValidateEarlyStoppingSettingsReply
|
|
52, // [52:60] is the sub-list for method output_type
|
|
44, // [44:52] is the sub-list for method input_type
|
|
44, // [44:44] is the sub-list for extension type_name
|
|
44, // [44:44] is the sub-list for extension extendee
|
|
0, // [0:44] is the sub-list for field type_name
|
|
}
|
|
|
|
func init() { file_api_proto_init() }
|
|
func file_api_proto_init() {
|
|
if File_api_proto != nil {
|
|
return
|
|
}
|
|
if !protoimpl.UnsafeEnabled {
|
|
file_api_proto_msgTypes[0].Exporter = func(v interface{}, i int) interface{} {
|
|
switch v := v.(*Experiment); i {
|
|
case 0:
|
|
return &v.state
|
|
case 1:
|
|
return &v.sizeCache
|
|
case 2:
|
|
return &v.unknownFields
|
|
default:
|
|
return nil
|
|
}
|
|
}
|
|
file_api_proto_msgTypes[1].Exporter = func(v interface{}, i int) interface{} {
|
|
switch v := v.(*ExperimentSpec); i {
|
|
case 0:
|
|
return &v.state
|
|
case 1:
|
|
return &v.sizeCache
|
|
case 2:
|
|
return &v.unknownFields
|
|
default:
|
|
return nil
|
|
}
|
|
}
|
|
file_api_proto_msgTypes[2].Exporter = func(v interface{}, i int) interface{} {
|
|
switch v := v.(*ParameterSpec); i {
|
|
case 0:
|
|
return &v.state
|
|
case 1:
|
|
return &v.sizeCache
|
|
case 2:
|
|
return &v.unknownFields
|
|
default:
|
|
return nil
|
|
}
|
|
}
|
|
file_api_proto_msgTypes[3].Exporter = func(v interface{}, i int) interface{} {
|
|
switch v := v.(*FeasibleSpace); i {
|
|
case 0:
|
|
return &v.state
|
|
case 1:
|
|
return &v.sizeCache
|
|
case 2:
|
|
return &v.unknownFields
|
|
default:
|
|
return nil
|
|
}
|
|
}
|
|
file_api_proto_msgTypes[4].Exporter = func(v interface{}, i int) interface{} {
|
|
switch v := v.(*ObjectiveSpec); i {
|
|
case 0:
|
|
return &v.state
|
|
case 1:
|
|
return &v.sizeCache
|
|
case 2:
|
|
return &v.unknownFields
|
|
default:
|
|
return nil
|
|
}
|
|
}
|
|
file_api_proto_msgTypes[5].Exporter = func(v interface{}, i int) interface{} {
|
|
switch v := v.(*AlgorithmSpec); i {
|
|
case 0:
|
|
return &v.state
|
|
case 1:
|
|
return &v.sizeCache
|
|
case 2:
|
|
return &v.unknownFields
|
|
default:
|
|
return nil
|
|
}
|
|
}
|
|
file_api_proto_msgTypes[6].Exporter = func(v interface{}, i int) interface{} {
|
|
switch v := v.(*AlgorithmSetting); i {
|
|
case 0:
|
|
return &v.state
|
|
case 1:
|
|
return &v.sizeCache
|
|
case 2:
|
|
return &v.unknownFields
|
|
default:
|
|
return nil
|
|
}
|
|
}
|
|
file_api_proto_msgTypes[7].Exporter = func(v interface{}, i int) interface{} {
|
|
switch v := v.(*EarlyStoppingSpec); i {
|
|
case 0:
|
|
return &v.state
|
|
case 1:
|
|
return &v.sizeCache
|
|
case 2:
|
|
return &v.unknownFields
|
|
default:
|
|
return nil
|
|
}
|
|
}
|
|
file_api_proto_msgTypes[8].Exporter = func(v interface{}, i int) interface{} {
|
|
switch v := v.(*EarlyStoppingSetting); i {
|
|
case 0:
|
|
return &v.state
|
|
case 1:
|
|
return &v.sizeCache
|
|
case 2:
|
|
return &v.unknownFields
|
|
default:
|
|
return nil
|
|
}
|
|
}
|
|
file_api_proto_msgTypes[9].Exporter = func(v interface{}, i int) interface{} {
|
|
switch v := v.(*NasConfig); i {
|
|
case 0:
|
|
return &v.state
|
|
case 1:
|
|
return &v.sizeCache
|
|
case 2:
|
|
return &v.unknownFields
|
|
default:
|
|
return nil
|
|
}
|
|
}
|
|
file_api_proto_msgTypes[10].Exporter = func(v interface{}, i int) interface{} {
|
|
switch v := v.(*GraphConfig); i {
|
|
case 0:
|
|
return &v.state
|
|
case 1:
|
|
return &v.sizeCache
|
|
case 2:
|
|
return &v.unknownFields
|
|
default:
|
|
return nil
|
|
}
|
|
}
|
|
file_api_proto_msgTypes[11].Exporter = func(v interface{}, i int) interface{} {
|
|
switch v := v.(*Operation); i {
|
|
case 0:
|
|
return &v.state
|
|
case 1:
|
|
return &v.sizeCache
|
|
case 2:
|
|
return &v.unknownFields
|
|
default:
|
|
return nil
|
|
}
|
|
}
|
|
file_api_proto_msgTypes[12].Exporter = func(v interface{}, i int) interface{} {
|
|
switch v := v.(*Trial); i {
|
|
case 0:
|
|
return &v.state
|
|
case 1:
|
|
return &v.sizeCache
|
|
case 2:
|
|
return &v.unknownFields
|
|
default:
|
|
return nil
|
|
}
|
|
}
|
|
file_api_proto_msgTypes[13].Exporter = func(v interface{}, i int) interface{} {
|
|
switch v := v.(*TrialSpec); i {
|
|
case 0:
|
|
return &v.state
|
|
case 1:
|
|
return &v.sizeCache
|
|
case 2:
|
|
return &v.unknownFields
|
|
default:
|
|
return nil
|
|
}
|
|
}
|
|
file_api_proto_msgTypes[14].Exporter = func(v interface{}, i int) interface{} {
|
|
switch v := v.(*ParameterAssignment); i {
|
|
case 0:
|
|
return &v.state
|
|
case 1:
|
|
return &v.sizeCache
|
|
case 2:
|
|
return &v.unknownFields
|
|
default:
|
|
return nil
|
|
}
|
|
}
|
|
file_api_proto_msgTypes[15].Exporter = func(v interface{}, i int) interface{} {
|
|
switch v := v.(*TrialStatus); i {
|
|
case 0:
|
|
return &v.state
|
|
case 1:
|
|
return &v.sizeCache
|
|
case 2:
|
|
return &v.unknownFields
|
|
default:
|
|
return nil
|
|
}
|
|
}
|
|
file_api_proto_msgTypes[16].Exporter = func(v interface{}, i int) interface{} {
|
|
switch v := v.(*Observation); i {
|
|
case 0:
|
|
return &v.state
|
|
case 1:
|
|
return &v.sizeCache
|
|
case 2:
|
|
return &v.unknownFields
|
|
default:
|
|
return nil
|
|
}
|
|
}
|
|
file_api_proto_msgTypes[17].Exporter = func(v interface{}, i int) interface{} {
|
|
switch v := v.(*Metric); i {
|
|
case 0:
|
|
return &v.state
|
|
case 1:
|
|
return &v.sizeCache
|
|
case 2:
|
|
return &v.unknownFields
|
|
default:
|
|
return nil
|
|
}
|
|
}
|
|
file_api_proto_msgTypes[18].Exporter = func(v interface{}, i int) interface{} {
|
|
switch v := v.(*ReportObservationLogRequest); i {
|
|
case 0:
|
|
return &v.state
|
|
case 1:
|
|
return &v.sizeCache
|
|
case 2:
|
|
return &v.unknownFields
|
|
default:
|
|
return nil
|
|
}
|
|
}
|
|
file_api_proto_msgTypes[19].Exporter = func(v interface{}, i int) interface{} {
|
|
switch v := v.(*ReportObservationLogReply); i {
|
|
case 0:
|
|
return &v.state
|
|
case 1:
|
|
return &v.sizeCache
|
|
case 2:
|
|
return &v.unknownFields
|
|
default:
|
|
return nil
|
|
}
|
|
}
|
|
file_api_proto_msgTypes[20].Exporter = func(v interface{}, i int) interface{} {
|
|
switch v := v.(*ObservationLog); i {
|
|
case 0:
|
|
return &v.state
|
|
case 1:
|
|
return &v.sizeCache
|
|
case 2:
|
|
return &v.unknownFields
|
|
default:
|
|
return nil
|
|
}
|
|
}
|
|
file_api_proto_msgTypes[21].Exporter = func(v interface{}, i int) interface{} {
|
|
switch v := v.(*MetricLog); i {
|
|
case 0:
|
|
return &v.state
|
|
case 1:
|
|
return &v.sizeCache
|
|
case 2:
|
|
return &v.unknownFields
|
|
default:
|
|
return nil
|
|
}
|
|
}
|
|
file_api_proto_msgTypes[22].Exporter = func(v interface{}, i int) interface{} {
|
|
switch v := v.(*GetObservationLogRequest); i {
|
|
case 0:
|
|
return &v.state
|
|
case 1:
|
|
return &v.sizeCache
|
|
case 2:
|
|
return &v.unknownFields
|
|
default:
|
|
return nil
|
|
}
|
|
}
|
|
file_api_proto_msgTypes[23].Exporter = func(v interface{}, i int) interface{} {
|
|
switch v := v.(*GetObservationLogReply); i {
|
|
case 0:
|
|
return &v.state
|
|
case 1:
|
|
return &v.sizeCache
|
|
case 2:
|
|
return &v.unknownFields
|
|
default:
|
|
return nil
|
|
}
|
|
}
|
|
file_api_proto_msgTypes[24].Exporter = func(v interface{}, i int) interface{} {
|
|
switch v := v.(*DeleteObservationLogRequest); i {
|
|
case 0:
|
|
return &v.state
|
|
case 1:
|
|
return &v.sizeCache
|
|
case 2:
|
|
return &v.unknownFields
|
|
default:
|
|
return nil
|
|
}
|
|
}
|
|
file_api_proto_msgTypes[25].Exporter = func(v interface{}, i int) interface{} {
|
|
switch v := v.(*DeleteObservationLogReply); i {
|
|
case 0:
|
|
return &v.state
|
|
case 1:
|
|
return &v.sizeCache
|
|
case 2:
|
|
return &v.unknownFields
|
|
default:
|
|
return nil
|
|
}
|
|
}
|
|
file_api_proto_msgTypes[26].Exporter = func(v interface{}, i int) interface{} {
|
|
switch v := v.(*GetSuggestionsRequest); i {
|
|
case 0:
|
|
return &v.state
|
|
case 1:
|
|
return &v.sizeCache
|
|
case 2:
|
|
return &v.unknownFields
|
|
default:
|
|
return nil
|
|
}
|
|
}
|
|
file_api_proto_msgTypes[27].Exporter = func(v interface{}, i int) interface{} {
|
|
switch v := v.(*GetSuggestionsReply); i {
|
|
case 0:
|
|
return &v.state
|
|
case 1:
|
|
return &v.sizeCache
|
|
case 2:
|
|
return &v.unknownFields
|
|
default:
|
|
return nil
|
|
}
|
|
}
|
|
file_api_proto_msgTypes[28].Exporter = func(v interface{}, i int) interface{} {
|
|
switch v := v.(*ValidateAlgorithmSettingsRequest); i {
|
|
case 0:
|
|
return &v.state
|
|
case 1:
|
|
return &v.sizeCache
|
|
case 2:
|
|
return &v.unknownFields
|
|
default:
|
|
return nil
|
|
}
|
|
}
|
|
file_api_proto_msgTypes[29].Exporter = func(v interface{}, i int) interface{} {
|
|
switch v := v.(*ValidateAlgorithmSettingsReply); i {
|
|
case 0:
|
|
return &v.state
|
|
case 1:
|
|
return &v.sizeCache
|
|
case 2:
|
|
return &v.unknownFields
|
|
default:
|
|
return nil
|
|
}
|
|
}
|
|
file_api_proto_msgTypes[30].Exporter = func(v interface{}, i int) interface{} {
|
|
switch v := v.(*GetEarlyStoppingRulesRequest); i {
|
|
case 0:
|
|
return &v.state
|
|
case 1:
|
|
return &v.sizeCache
|
|
case 2:
|
|
return &v.unknownFields
|
|
default:
|
|
return nil
|
|
}
|
|
}
|
|
file_api_proto_msgTypes[31].Exporter = func(v interface{}, i int) interface{} {
|
|
switch v := v.(*GetEarlyStoppingRulesReply); i {
|
|
case 0:
|
|
return &v.state
|
|
case 1:
|
|
return &v.sizeCache
|
|
case 2:
|
|
return &v.unknownFields
|
|
default:
|
|
return nil
|
|
}
|
|
}
|
|
file_api_proto_msgTypes[32].Exporter = func(v interface{}, i int) interface{} {
|
|
switch v := v.(*EarlyStoppingRule); i {
|
|
case 0:
|
|
return &v.state
|
|
case 1:
|
|
return &v.sizeCache
|
|
case 2:
|
|
return &v.unknownFields
|
|
default:
|
|
return nil
|
|
}
|
|
}
|
|
file_api_proto_msgTypes[33].Exporter = func(v interface{}, i int) interface{} {
|
|
switch v := v.(*ValidateEarlyStoppingSettingsRequest); i {
|
|
case 0:
|
|
return &v.state
|
|
case 1:
|
|
return &v.sizeCache
|
|
case 2:
|
|
return &v.unknownFields
|
|
default:
|
|
return nil
|
|
}
|
|
}
|
|
file_api_proto_msgTypes[34].Exporter = func(v interface{}, i int) interface{} {
|
|
switch v := v.(*ValidateEarlyStoppingSettingsReply); i {
|
|
case 0:
|
|
return &v.state
|
|
case 1:
|
|
return &v.sizeCache
|
|
case 2:
|
|
return &v.unknownFields
|
|
default:
|
|
return nil
|
|
}
|
|
}
|
|
file_api_proto_msgTypes[35].Exporter = func(v interface{}, i int) interface{} {
|
|
switch v := v.(*SetTrialStatusRequest); i {
|
|
case 0:
|
|
return &v.state
|
|
case 1:
|
|
return &v.sizeCache
|
|
case 2:
|
|
return &v.unknownFields
|
|
default:
|
|
return nil
|
|
}
|
|
}
|
|
file_api_proto_msgTypes[36].Exporter = func(v interface{}, i int) interface{} {
|
|
switch v := v.(*SetTrialStatusReply); i {
|
|
case 0:
|
|
return &v.state
|
|
case 1:
|
|
return &v.sizeCache
|
|
case 2:
|
|
return &v.unknownFields
|
|
default:
|
|
return nil
|
|
}
|
|
}
|
|
file_api_proto_msgTypes[37].Exporter = func(v interface{}, i int) interface{} {
|
|
switch v := v.(*ExperimentSpec_ParameterSpecs); i {
|
|
case 0:
|
|
return &v.state
|
|
case 1:
|
|
return &v.sizeCache
|
|
case 2:
|
|
return &v.unknownFields
|
|
default:
|
|
return nil
|
|
}
|
|
}
|
|
file_api_proto_msgTypes[38].Exporter = func(v interface{}, i int) interface{} {
|
|
switch v := v.(*NasConfig_Operations); i {
|
|
case 0:
|
|
return &v.state
|
|
case 1:
|
|
return &v.sizeCache
|
|
case 2:
|
|
return &v.unknownFields
|
|
default:
|
|
return nil
|
|
}
|
|
}
|
|
file_api_proto_msgTypes[39].Exporter = func(v interface{}, i int) interface{} {
|
|
switch v := v.(*Operation_ParameterSpecs); i {
|
|
case 0:
|
|
return &v.state
|
|
case 1:
|
|
return &v.sizeCache
|
|
case 2:
|
|
return &v.unknownFields
|
|
default:
|
|
return nil
|
|
}
|
|
}
|
|
file_api_proto_msgTypes[40].Exporter = func(v interface{}, i int) interface{} {
|
|
switch v := v.(*TrialSpec_ParameterAssignments); i {
|
|
case 0:
|
|
return &v.state
|
|
case 1:
|
|
return &v.sizeCache
|
|
case 2:
|
|
return &v.unknownFields
|
|
default:
|
|
return nil
|
|
}
|
|
}
|
|
file_api_proto_msgTypes[42].Exporter = func(v interface{}, i int) interface{} {
|
|
switch v := v.(*GetSuggestionsReply_ParameterAssignments); i {
|
|
case 0:
|
|
return &v.state
|
|
case 1:
|
|
return &v.sizeCache
|
|
case 2:
|
|
return &v.unknownFields
|
|
default:
|
|
return nil
|
|
}
|
|
}
|
|
}
|
|
type x struct{}
|
|
out := protoimpl.TypeBuilder{
|
|
File: protoimpl.DescBuilder{
|
|
GoPackagePath: reflect.TypeOf(x{}).PkgPath(),
|
|
RawDescriptor: file_api_proto_rawDesc,
|
|
NumEnums: 5,
|
|
NumMessages: 44,
|
|
NumExtensions: 0,
|
|
NumServices: 3,
|
|
},
|
|
GoTypes: file_api_proto_goTypes,
|
|
DependencyIndexes: file_api_proto_depIdxs,
|
|
EnumInfos: file_api_proto_enumTypes,
|
|
MessageInfos: file_api_proto_msgTypes,
|
|
}.Build()
|
|
File_api_proto = out.File
|
|
file_api_proto_rawDesc = nil
|
|
file_api_proto_goTypes = nil
|
|
file_api_proto_depIdxs = nil
|
|
}
|