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diff --git a/example/bwmf/kldiv_loss.go b/example/bwmf/kldiv_loss.go | |
index 764a46d..3dbd771 100644 | |
--- a/example/bwmf/kldiv_loss.go | |
+++ b/example/bwmf/kldiv_loss.go | |
@@ -3,6 +3,8 @@ package bwmf | |
import ( | |
"math" | |
"sort" | |
+ "time" | |
+ "fmt" | |
pb "github.com/taskgraph/taskgraph/example/bwmf/proto" | |
"github.com/taskgraph/taskgraph/op" | |
@@ -57,6 +59,28 @@ func (l *KLDivLoss) Evaluate(param op.Parameter, gradient op.Parameter) float32 | |
H := param | |
op.Fill(gradient, 0.0) | |
value := float32(0.0) | |
+ start := time.Now() | |
+ | |
+ fmt.Printf("m: %d, n: %d, k: %d\n", l.m, l.n, l.k) | |
+ for i := 0; i < l.m; i++ { | |
+ for j := 0; j < l.n; j++ { | |
+ wRow := l.GetWRow(i) | |
+ wh := float32(0.0) | |
+ for k, wk := range *wRow { | |
+ wh += wk * H.Get(j*l.k+int(k)) | |
+ } | |
+ } | |
+ } | |
+ | |
+ elapsed := time.Since(start) | |
+ fmt.Printf("Took %s\n", elapsed) | |
+ | |
+ tot := 0 | |
+ for i := 0; i < l.m; i++ { | |
+ tot += len(*l.GetWRow(i)) | |
+ } | |
+ fmt.Printf("Tot: %d\n", tot) | |
+ | |
for i := 0; i < l.m; i++ { | |
for j := 0; j < l.n; j++ { | |
v, ve := l.V.GetRow()[j].At[int32(i)] |
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We can make it parallel by using a fixed num of goroutines, which each takes charge of a proportion of the matrix.
CC @xiaoyunwu