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#include <torch/csrc/jit/tensorexpr/ir_verifier.h>
#include <torch/csrc/jit/tensorexpr/ir.h>
#include <torch/csrc/jit/tensorexpr/ir_simplifier.h>
#include <torch/csrc/jit/tensorexpr/reduction.h>
#include <torch/csrc/jit/tensorexpr/tensor.h>
namespace torch {
namespace jit {
namespace tensorexpr {
namespace detail {
template <typename T>
void deducer(BinaryOpNode<T>);
bool deducer(...);
} // namespace detail
template <
typename D,
typename std::enable_if<std::is_same<
decltype(detail::deducer(std::declval<D>())),
void>::value>::type* = nullptr>
void verifyBitwiseOp(NodePtr<D> v, IRVerifier* verifier) {
if (!v->lhs()->dtype().is_integral()) {
throw unsupported_dtype();
}
if (v->lhs()->dtype() != v->rhs()->dtype()) {
throw malformed_ir("lhs/rhs dtype mismatch");
}
}
void IRVerifier::visit(AndPtr v) {
verifyBitwiseOp(v, this);
IRVisitor::visit(v);
}
void IRVerifier::visit(OrPtr v) {
verifyBitwiseOp(v, this);
IRVisitor::visit(v);
}
void IRVerifier::visit(XorPtr v) {
verifyBitwiseOp(v, this);
IRVisitor::visit(v);
}
void IRVerifier::visit(LshiftPtr v) {
verifyBitwiseOp(v, this);
IRVisitor::visit(v);
}
void IRVerifier::visit(RshiftPtr v) {
verifyBitwiseOp(v, this);
IRVisitor::visit(v);
}
void IRVerifier::visit(ModPtr v) {
if (!v->dtype().is_integral() && !v->dtype().is_floating_point()) {
throw std::runtime_error("invalid dtype: " + std::to_string(v->dtype()));
}
IRVisitor::visit(v);
}
void IRVerifier::visit(CompareSelectPtr v) {
if (v->ret_val1()->dtype() != v->ret_val2()->dtype()) {
throw malformed_ir("bad dtype in CompareSelect");
}
if (v->lhs()->dtype() != v->rhs()->dtype()) {
throw malformed_ir("bad dtype in CompareSelect");
}
IRVisitor::visit(v);
}
void IRVerifier::visit(RampPtr v) {
if (v->stride()->dtype() != v->base()->dtype()) {
throw malformed_ir("Bad stride in Ramp");
}
IRVisitor::visit(v);
}
void IRVerifier::visit(LoadPtr v) {
auto indices = v->indices();
if (indices.size() > 0 && v->buf()->base_handle()->dtype() != kHandle) {
throw malformed_ir(
"Load base handle dtype must be Handle", v->buf()->base_handle());
}
Dtype index_dtype = indices.size() ? indices.at(0)->dtype() : kInt;
if (indices.size() > 1) {
for (size_t i = 1; i < indices.size(); ++i) {
if (indices.at(i)->dtype() != index_dtype) {
throw malformed_ir("dtype mismatch in Load indices");
}
}
}
if (indices.size() > 1 && index_dtype.lanes() > 1) {
throw malformed_ir("Multilane is only allowed in a flattened index");
}
if (index_dtype.scalar_type() != ScalarType::Int &&
index_dtype.scalar_type() != ScalarType::Long) {
throw malformed_ir("Index scalar dtype is not Int or Long!");
}
IRVisitor::visit(v);
}
void IRVerifier::visit(IfThenElsePtr v) {
if (!v->condition()->dtype().is_integral()) {
throw unsupported_dtype();
}
if (v->condition()->dtype().lanes() != 1) {
throw unsupported_dtype();
}
if (v->true_value()->dtype() != v->false_value()->dtype()) {
throw malformed_ir("Bad dtype in IfThenElse");
}
IRVisitor::visit(v);
}
void IRVerifier::visit(IntrinsicsPtr v) {
if (v->op_type() == kIsNan) {
if (v->dtype().scalar_type() != c10::kInt) {
throw malformed_ir("bad dtype in intrinsic arg");
}
IRVisitor::visit(v);
return;
}
// TODO: add a check for OpArgCount and op_type
for (auto const& param : v->params()) {
if (param->dtype() != v->dtype()) {
throw malformed_ir("bad dtype in intrinsic arg");
}
}
IRVisitor::visit(v);
}
void IRVerifier::visit(StorePtr v) {
auto indices = v->indices();
if (indices.size() > 0 && v->buf()->base_handle()->dtype() != kHandle) {
throw malformed_ir(
"Store base handle dtype must be Handle", v->buf()->base_handle());
}
Dtype index_dtype = indices.size() ? indices.at(0)->dtype() : kInt;
if (indices.size() > 1) {
for (size_t i = 1; i < indices.size(); ++i) {
if (indices.at(i)->dtype() != index_dtype) {
throw malformed_ir("dtype mismatch in Store indices");
}
}
}
if (indices.size() > 1 && index_dtype.lanes() > 1) {
throw malformed_ir("Multilane is only allowed in a flattened index");
}
if (index_dtype.scalar_type() != ScalarType::Int &&
index_dtype.scalar_type() != ScalarType::Long) {
throw malformed_ir("Index scalar dtype is not Int or Long!");
}
if (v->buf()->dtype() != v->value()->dtype()) {
throw malformed_ir("buf and value dtype mismatch in Store");
}
IRVisitor::visit(v);
}
void IRVerifier::visit(ForPtr v) {
if (!v->var()) {
throw malformed_ir("nullptr Var in For loop");
} else if (!v->start()) {
throw malformed_ir("nullptr Start in For loop");
} else if (!v->stop()) {
throw malformed_ir("nullptr Stop in For loop");
} else if (!v->body()) {
throw malformed_ir("invalid Body in For loop");
}
IRVisitor::visit(v);
}
void IRVerifier::visit(BlockPtr v) {
for (StmtPtr s : v->stmts()) {
if (s->get_parent() != v) {
throw malformed_ir("Broken child-parent link inside a Block");
}
}
IRVisitor::visit(v);
}
void IRVerifier::visit(ExternalCallPtr v) {
IRVisitor::visit(v);
}
void verify(StmtPtr s) {
IRVerifier verifier;
s->accept(&verifier);
}
void verify(ExprPtr e) {
IRVerifier verifier;
e->accept(&verifier);
}
void verify(ExprHandle e) {
verify(e.node());
}
} // namespace tensorexpr
} // namespace jit
} // namespace torch
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