/
saver.go
59 lines (56 loc) · 1.49 KB
/
saver.go
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// Copyright 2018 kurosawa. All Rights Reserved.
//
// 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 gdeep
import (
"encoding/gob"
"log"
"os"
"reflect"
)
func Saver(p []LayerInterface, saveName string) {
f, err := os.Create(saveName)
if err != nil {
log.Fatal(err)
}
defer f.Close()
enc := gob.NewEncoder(f)
for _, v := range p {
gob.Register(v)
}
if err := enc.Encode(&p); err != nil {
log.Fatal(err)
}
}
func Restore(fileName string, p *[]LayerInterface) {
f, err := os.Open(fileName)
if err != nil {
log.Fatal(err)
}
defer f.Close()
dec := gob.NewDecoder(f)
gob.Register(&Dense{})
gob.Register(&Relu{})
gob.Register(&Dropout{})
gob.Register(&SoftmaxWithLoss{})
if err := dec.Decode(p); err != nil {
log.Fatal("decode error:", err)
}
for i := 0; i < len(*p); i++ {
if reflect.TypeOf(&Dropout{}) == reflect.TypeOf((*p)[i]) {
dropout := (*p)[i].(*Dropout)
dropout.Train = false
}
}
}