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Michael Yang 2025-04-03 15:18:29 -07:00 • committed by Michael Yang
parent 54055a6dae
commit f0c66e6dea
13 changed files with 833 additions and 15 deletions
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4
ml/backend.go
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@ -133,6 +133,7 @@ type Tensor interface {
Mul(ctx Context, t2 Tensor) Tensor
Mulmat(ctx Context, t2 Tensor) Tensor
MulmatFullPrec(ctx Context, t2 Tensor) Tensor
MulmatID(ctx Context, t2, ids Tensor) Tensor
Softmax(ctx Context) Tensor
LayerNorm(ctx Context, weight, bias Tensor, eps float32) Tensor
@ -150,6 +151,7 @@ type Tensor interface {
Tanh(ctx Context) Tensor
GELU(ctx Context) Tensor
SILU(ctx Context) Tensor
Sigmoid(ctx Context) Tensor
Reshape(ctx Context, shape ...int) Tensor
View(ctx Context, offset int, shape ...int) Tensor
@ -168,6 +170,8 @@ type Tensor interface {
Rows(ctx Context, t2 Tensor) Tensor
Copy(ctx Context, t2 Tensor) Tensor
Duplicate(ctx Context) Tensor
TopK(ctx Context, k int) Tensor
}
// ScaledDotProductAttention implements a fused attention