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#ifndef CAFFE2_OPERATORS_ASSERT_OP_H_
#define CAFFE2_OPERATORS_ASSERT_OP_H_
#include "caffe2/core/context.h"
#include "caffe2/core/operator.h"
namespace caffe2 {
template <class Context>
class AssertOp final : public Operator<Context> {
public:
template <class... Args>
explicit AssertOp(Args&&... args)
: Operator<Context>(std::forward<Args>(args)...),
error_msg_(
this->template GetSingleArgument<std::string>("error_msg", "")) {}
USE_OPERATOR_CONTEXT_FUNCTIONS;
template <typename T>
bool DoRunWithType() {
// Copy into CPU context for comparison
cmp_tensor_.CopyFrom(Input(0));
auto* cmp_data = cmp_tensor_.template data<T>();
for (int64_t i = 0; i < cmp_tensor_.numel(); ++i) {
CAFFE_ENFORCE((bool)cmp_data[i], [&]() {
std::stringstream ss;
ss << "Assert failed for element " << i
<< " in tensor, value: " << cmp_data[i] << "\n";
if (!error_msg_.empty()) {
ss << "Error message: " << error_msg_;
}
return ss.str();
}());
}
return true;
}
bool RunOnDevice() override {
return DispatchHelper<TensorTypes<long, int, bool>>::call(this, Input(0));
}
private:
Tensor cmp_tensor_{CPU};
std::string error_msg_;
};
} // namespace caffe2
#endif /* CAFFE2_OPERATORS_ASSERT_OP_H_ */
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