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model.go
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model.go
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/*
* 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"`
}
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=1000"`
}
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)
}