Function TemporalShiftKernel

paddle/phi/kernels/xpu/temporal_shift_kernel.cc:25–80

template <typename T, typename Context>
void TemporalShiftKernel(const Context& dev_ctx,
                         const DenseTensor& x,
                         int seg_num,
                         float shift_ratio,
                         const std::string& data_format_str,
                         DenseTensor* out) {
  if (out && out->numel() == 0) {
    dev_ctx.template Alloc<T>(out);
    return;
  }
  auto* input = &x;
  auto* output = out;
  int64_t t = seg_num;
  const DataLayout data_layout = StringToDataLayout(data_format_str);

  const int64_t nt = input->dims()[0];
  const int64_t n = nt / t;
  const int64_t c =
      (data_layout == DataLayout::NCHW ? input->dims()[1] : input->dims()[3]);
  const int64_t h =
      (data_layout == DataLayout::NCHW ? input->dims()[2] : input->dims()[1]);
  const int64_t w =
      (data_layout == DataLayout::NCHW ? input->dims()[3] : input->dims()[2]);

  DDim out_dims = (data_layout == DataLayout::NCHW ? make_ddim({nt, c, h, w})
                                                   : make_ddim({nt, h, w, c}));
  const T* input_data = input->data<T>();
  output->Resize(out_dims);
  T* output_data = dev_ctx.template Alloc<T>(output);

  if (data_layout == DataLayout::NCHW) {
    int r = xpu::temporal_shift(dev_ctx.x_context(),
                                input_data,
                                output_data,
                                n,
                                c,
                                h,
                                w,
                                t,
                                shift_ratio,
                                false);
    PADDLE_ENFORCE_XDNN_SUCCESS(r, "temporal_shift");
  } else {
    int r = xpu::temporal_shift(dev_ctx.x_context(),
                                input_data,
                                output_data,
                                n,
                                c,
                                h,
                                w,
                                t,
                                shift_ratio,
                                true);
    PADDLE_ENFORCE_XDNN_SUCCESS(r, "temporal_shift");
  }
}

}  // namespace phi