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31 lines
787 B
Go
31 lines
787 B
Go
package nn
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import "github.com/ollama/ollama/ml"
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type Conv2D struct {
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Weight ml.Tensor `gguf:"weight"`
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Bias ml.Tensor `gguf:"bias"`
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}
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func (m *Conv2D) Forward(ctx ml.Context, t ml.Tensor, s0, s1, p0, p1, d0, d1 int) ml.Tensor {
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t = m.Weight.Conv2D(ctx, t, s0, s1, p0, p1, d0, d1)
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if m.Bias != nil {
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// Bias shape is (out_channels,) while t shape is (width, height, out_channels, batch)
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t = t.Add(ctx, m.Bias.Reshape(ctx, 1, 1, -1))
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}
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return t
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}
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type Conv3D struct {
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Weight ml.Tensor `gguf:"weight"`
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Bias ml.Tensor `gguf:"bias"`
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}
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func (m *Conv3D) Forward(ctx ml.Context, t ml.Tensor, c, s0, s1, s2, p0, p1, p2, d0, d1, d2 int) ml.Tensor {
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t = m.Weight.Conv3D(ctx, t, c, s0, s1, s2, p0, p1, p2, d0, d1, d2)
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if m.Bias != nil {
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t = t.Add(ctx, m.Bias)
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}
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return t
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}
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