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29 changes: 18 additions & 11 deletions paddle/cinn/hlir/pe/transform.cc
Original file line number Diff line number Diff line change
Expand Up @@ -1070,18 +1070,25 @@ ir::Tensor SliceSymbolic(const ir::Tensor& A,
input_shape.emplace_back(shape);
}

std::vector<int> new_starts(starts);
std::vector<Expr> new_starts;
std::transform(starts.begin(),
starts.end(),
std::back_inserter(new_starts),
[](const int start) { return ir::Expr(start); });

for (int i = 0; i < axes.size(); i++) {
CHECK(input_shape[axes[i]].is_constant())
<< "Not supported Slice in dynamic dimensions, because the "
"relationship between slice range and symbol size cannot be "
"determined at compile time";
if (new_starts[i] < -input_shape[axes[i]].as_int64()) {
new_starts[i] = 0;
} else if (new_starts[i] < 0) {
new_starts[i] = input_shape[axes[i]].as_int64() + new_starts[i];
} else if (new_starts[i] > input_shape[axes[i]].as_int64()) {
new_starts[i] = input_shape[axes[i]].as_int64() - 1;
if (input_shape[axes[i]].is_constant()) {
if (new_starts[i].as_int64() < -input_shape[axes[i]].as_int64()) {
new_starts[i] = ir::Expr(0);
} else if (new_starts[i].as_int64() < 0) {
new_starts[i] = input_shape[axes[i]].as_int64() + new_starts[i];
} else if (new_starts[i].as_int64() > input_shape[axes[i]].as_int64()) {
new_starts[i] = input_shape[axes[i]].as_int64() - ir::Expr(1);
}
} else {
if (new_starts[i].as_int64() < 0) {
new_starts[i] = ir::Add::Make(input_shape[axes[i]], new_starts[i]);
}
}
}

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Original file line number Diff line number Diff line change
Expand Up @@ -86,7 +86,7 @@ def test_eval_symbolic(self):
)

input_spec = [x_spec]
net = apply_to_static(net, True, input_spec)
net = apply_to_static(net, False, input_spec)
net.eval()
check_infer_results(net, input_spec, 'pd_op.slice', self.expected)

Expand Down