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Commit 18542b47 authored by shenggan's avatar shenggan Committed by binmakeswell
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[NFC] polish colossalai/nn/layer/parallel_2d/layers.py code style (#976)

parent b67eebd2
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Showing with 7 additions and 7 deletions
colossalai/nn/layer/parallel_2d/layers.py
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......@@ -182,7 +182,7 @@ class Linear2D(ParallelLayer):
def forward(self, x: Tensor) -> Tensor:
# input: [m/q, n/q, k/q]
# output: [m/q, n/q, h/q]
out_shape = x.shape[:-1] + (self.hidden_size_per_partition, )
out_shape = x.shape[:-1] + (self.hidden_size_per_partition,)
output = Matmul_AB_2D.apply(x, self.weight, self.summa_dim, out_shape, self.row_rank, self.col_rank,
ParallelMode.PARALLEL_2D_ROW, ParallelMode.PARALLEL_2D_COL, self.data_parallel_rank,
......@@ -1012,7 +1012,7 @@ class Classifier2D(ParallelLayer):
destination.update(local_state)
def forward(self, input_: Tensor) -> Tensor:
out_shape = input_.shape[:-1] + (self.num_classes, )
out_shape = input_.shape[:-1] + (self.num_classes,)
return classifier_2d(input_, self.weight, self.bias, self.summa_dim, out_shape, self.row_rank, self.col_rank,
ParallelMode.PARALLEL_2D_ROW, ParallelMode.PARALLEL_2D_COL, self.data_parallel_rank,
......@@ -1186,7 +1186,7 @@ class VocabParallelClassifier2D(ParallelLayer):
def forward(self, x: Tensor) -> Tensor:
# input: [m/q, n/q, k/q]
# output: [m/q, n/q, h/q]
out_shape = x.shape[:-1] + (self.output_size_per_partition, )
out_shape = x.shape[:-1] + (self.output_size_per_partition,)
output = Matmul_ABT_2D.apply(x, self.weight, self.summa_dim, out_shape, self.row_rank, self.col_rank,
ParallelMode.PARALLEL_2D_ROW, ParallelMode.PARALLEL_2D_COL,
......
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