ps_roi_align.h 1.3 KB
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#pragma once

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#include <ATen/ATen.h>
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#include "../macros.h"
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namespace vision {
namespace ops {

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VISION_API std::tuple<at::Tensor, at::Tensor> ps_roi_align(
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    const at::Tensor& input,
    const at::Tensor& rois,
    double spatial_scale,
    int64_t pooled_height,
    int64_t pooled_width,
    int64_t sampling_ratio);

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VISION_API std::tuple<at::Tensor, at::Tensor> ps_roi_align_symint(
    const at::Tensor& input,
    const at::Tensor& rois,
    double spatial_scale,
    c10::SymInt pooled_height,
    c10::SymInt pooled_width,
    int64_t sampling_ratio);

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namespace detail {

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at::Tensor _ps_roi_align_backward(
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    const at::Tensor& grad,
    const at::Tensor& rois,
    const at::Tensor& channel_mapping,
    double spatial_scale,
    int64_t pooled_height,
    int64_t pooled_width,
    int64_t sampling_ratio,
    int64_t batch_size,
    int64_t channels,
    int64_t height,
    int64_t width);

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at::Tensor _ps_roi_align_backward_symint(
    const at::Tensor& grad,
    const at::Tensor& rois,
    const at::Tensor& channel_mapping,
    double spatial_scale,
    c10::SymInt pooled_height,
    c10::SymInt pooled_width,
    int64_t sampling_ratio,
    c10::SymInt batch_size,
    c10::SymInt channels,
    c10::SymInt height,
    c10::SymInt width);

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} // namespace detail

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} // namespace ops
} // namespace vision