masahi commented on code in PR #13710:
URL: https://github.com/apache/tvm/pull/13710#discussion_r1063081290
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src/tir/ir/data_type_rewriter.cc:
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@@ -397,6 +417,9 @@ Stmt IndexDataTypeRewriter::VisitStmt_(const
BufferStoreNode* op) {
Buffer new_buffer = GetRemappedBuffer(op->buffer);
auto value = this->VisitExpr(op->value);
+ if (new_buffer->dtype != value->dtype && value->dtype.lanes() == 1) {
+ value = cast(new_buffer->dtype, value);
Review Comment:
`new_buffer->dtype != value->dtype` is true if `new_buffer->dtype ==
float32` and `value->dtype == float32x16`, and the indices is a vector.
`value->dtype.lanes() == 1` condition is added to prevent adding a cast in such
cases.
For argmax, this cast can result in a redundant chain of casts of the form
int32(select(cond, int64(tru), int64(false))), but hopefully LLVM or other
backend can clean them up.
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