75 lines
2.4 KiB
Go
75 lines
2.4 KiB
Go
/*
|
|
* Copyright 2023 The Dragonfly Authors
|
|
*
|
|
* Licensed under the Apache License, Version 2.0 (the "License");
|
|
* you may not use this file except in compliance with the License.
|
|
* You may obtain a copy of the License at
|
|
*
|
|
* http://www.apache.org/licenses/LICENSE-2.0
|
|
*
|
|
* Unless required by applicable law or agreed to in writing, software
|
|
* distributed under the License is distributed on an "AS IS" BASIS,
|
|
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
|
* See the License for the specific language governing permissions and
|
|
* limitations under the License.
|
|
*/
|
|
|
|
package types
|
|
|
|
import (
|
|
"fmt"
|
|
)
|
|
|
|
const (
|
|
// ModelFileName is model file name.
|
|
ModelFileName = "model.graphdef"
|
|
|
|
// ModelConfigFileName is model config file name.
|
|
ModelConfigFileName = "config.pbtxt"
|
|
|
|
// GNNModelNameSuffix is suffix of GNN model name.
|
|
GNNModelNameSuffix = "gnn"
|
|
|
|
// MLPModelNameSuffix is suffix of MLP model name.
|
|
MLPModelNameSuffix = "mlp"
|
|
|
|
// DefaultTritonPlatform is default triton backend configuration.
|
|
DefaultTritonPlatform = "tensorrt_plan"
|
|
)
|
|
|
|
type ModelParams struct {
|
|
ID uint `uri:"id" binding:"required"`
|
|
}
|
|
|
|
type UpdateModelRequest struct {
|
|
BIO string `json:"BIO" binding:"omitempty"`
|
|
State string `json:"state" binding:"omitempty,oneof=active inactive"`
|
|
}
|
|
|
|
type GetModelsQuery struct {
|
|
Name string `json:"name" binding:"omitempty"`
|
|
Type string `json:"type" binding:"omitempty"`
|
|
Version string `json:"version" binding:"omitempty"`
|
|
SchedulerID uint `json:"scheduler_id" binding:"omitempty"`
|
|
Page int `form:"page" binding:"omitempty,gte=1"`
|
|
PerPage int `form:"per_page" binding:"omitempty,gte=1,lte=10000000"`
|
|
}
|
|
|
|
type ModelEvaluation struct {
|
|
Recall float64 `json:"recall" binding:"omitempty,gte=0,lte=1"`
|
|
Precision float64 `json:"precision" binding:"omitempty,gte=0,lte=1"`
|
|
F1Score float64 `json:"f1_score" binding:"omitempty,gte=0,lte=1"`
|
|
MSE float64 `json:"mse" binding:"omitempty,gte=0"`
|
|
MAE float64 `json:"mae" binding:"omitempty,gte=0"`
|
|
}
|
|
|
|
// MakeObjectKeyOfModelFile returns object key of model file.
|
|
func MakeObjectKeyOfModelFile(id string, version int) string {
|
|
return fmt.Sprintf("%s/%s/%s", id, fmt.Sprint(version), ModelFileName)
|
|
}
|
|
|
|
// MakeObjectKeyOfModelConfigFile returns object key of model config file.
|
|
func MakeObjectKeyOfModelConfigFile(id string) string {
|
|
return fmt.Sprintf("%s/%s", id, ModelConfigFileName)
|
|
}
|