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spacy/ml/_precomputable_affine.py
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@ -23,7 +23,7 @@ def forward(model, X, is_train):
nI = model.get_dim("nI") nI = model.get_dim("nI")
W = model.get_param("W") W = model.get_param("W")
# Preallocate array for layer output, including padding. # Preallocate array for layer output, including padding.
Yf = model.ops.alloc2f(X.shape[0] + 1, nF * nO * nP, zeros=False) Yf = model.ops.alloc2f(X.shape[0] + 1, nF * nO * nP, zeros=False)
model.ops.gemm(X, W.reshape((nF * nO * nP, nI)), trans2=True, out=Yf[1:]) model.ops.gemm(X, W.reshape((nF * nO * nP, nI)), trans2=True, out=Yf[1:])
Yf = Yf.reshape((Yf.shape[0], nF, nO, nP)) Yf = Yf.reshape((Yf.shape[0], nF, nO, nP))
Yf[0] = model.get_param("pad") Yf[0] = model.get_param("pad")