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@ -12,14 +12,15 @@ import "C"
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import (
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"fmt"
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"unsafe"
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log "github.com/sirupsen/logrus"
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)
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var nullPtr = unsafe.Pointer(uintptr(0))
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type optimizer struct {
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opt *C.struct_paddle_optimizer
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// used in GetParam, reconstruct Parameter from optimizer
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ElementType ElementType
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opt *C.struct_paddle_optimizer
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elementType ElementType
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}
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func cArrayToSlice(p unsafe.Pointer, len int) []byte {
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@ -37,13 +38,17 @@ func cArrayToSlice(p unsafe.Pointer, len int) []byte {
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func newOptimizer(paramWithConfigs ParameterWithConfig) *optimizer {
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o := &optimizer{}
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o.ElementType = paramWithConfigs.Param.ElementType
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o.elementType = paramWithConfigs.Param.ElementType
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p := paramWithConfigs.Param
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c := paramWithConfigs.Config
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log.WithFields(log.Fields{
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"ElementType": p.ElementType,
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"ParamSize": len(p.Content),
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"ConfigSize": len(c),
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}).Info("New Optimizer Created with config:")
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var cbuffer unsafe.Pointer
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cbuffer_len := int(unsafe.Sizeof(p.Content[0])) * len(p.Content)
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cbuffer = C.malloc(C.size_t(cbuffer_len))
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C.memcpy(cbuffer, unsafe.Pointer(&p.Content[0]), C.size_t(cbuffer_len))
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cbuffer = C.malloc(C.size_t(len(p.Content)))
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C.memcpy(cbuffer, unsafe.Pointer(&p.Content[0]), C.size_t(len(p.Content)))
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o.opt = C.paddle_create_optimizer((*C.uchar)(&c[0]), C.int(len(c)),
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C.paddle_element_type(p.ElementType), cbuffer, C.int(len(p.Content)),
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(*C.char)(nullPtr), 0)
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@ -57,11 +62,10 @@ func (o *optimizer) GetWeights() []byte {
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}
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func (o *optimizer) UpdateParameter(g Gradient) error {
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if o.ElementType != g.ElementType {
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return fmt.Errorf("Name: %s, parameter and gradient element type not match, parameter: %v, gradient: %v", g.Name, o.ElementType, g.ElementType)
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if o.elementType != g.ElementType {
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return fmt.Errorf("Name: %s, parameter and gradient element type not match, parameter: %v, gradient: %v", g.Name, o.elementType, g.ElementType)
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}
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fmt.Println(g)
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r := C.paddle_update_parameter(o.opt, C.paddle_element_type(g.ElementType), unsafe.Pointer(&g.Content[0]), C.int(len(g.Content)))
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if r != 0 {
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return fmt.Errorf("optimizer update returned error code: %d", r)
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