injective.h

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#ifndef TVM_TOPI_CUDA_INJECTIVE_H_
#define TVM_TOPI_CUDA_INJECTIVE_H_
 
#include <tvm/target/generic_func.h>
#include <tvm/te/operation.h>
#include <tvm/te/schedule_pass.h>
#include <tvm/topi/detail/fuse.h>
#include <tvm/topi/tags.h>
 
namespace tvm {
namespace topi {
 
using namespace tvm::te;
 
namespace cuda {
 
inline Schedule schedule_injective_from_existing(Schedule sch, const Tensor& out) {
  auto fused = detail::Fuse(sch[out], sch[out]->op.as<ComputeOpNode>()->axis);
  auto target = Target::Current(false);
  int num_thread = target->GetAttr<Integer>("max_num_threads").value().IntValue();
  IterVar bx, tx;
  sch[out].split(fused, num_thread, &bx, &tx);
  sch[out].bind(bx, thread_axis(Range(), "blockIdx.x"));
  sch[out].bind(tx, thread_axis(Range(), "threadIdx.x"));
  return sch;
}
 
inline Schedule schedule_injective(const Target& target, const Array<Tensor>& outs) {
  Array<Operation> out_ops;
  for (auto t : outs) {
    out_ops.push_back(t->op);
  }
  auto s = create_schedule(out_ops);
  tvm::te::AutoInlineInjective(s);
  for (auto out : outs) {
    schedule_injective_from_existing(s, out);
  }
  return s;
}
 
}  // namespace cuda
}  // namespace topi
}  // namespace tvm
#endif  // TVM_TOPI_CUDA_INJECTIVE_H_