NATIVE_COMPILATION_DASHBOARD.md

Ivy Integration Tests Dashboard

Last updated: 2024-08-12

• Total Tests Passing: 127
• Total Tests Failing: 199
• Percent Tests Passing: 39.0%
• Successfully Transpiling to all targets: 0.0%
• Successfully Transpiling to TensorFlow: 38.96%

kornia

color

Function	numpy	jax	tensorflow
kornia.color.gray.rgb_to_grayscale
kornia.color.gray.bgr_to_grayscale
kornia.color.gray.grayscale_to_rgb
kornia.color.rgb.rgb_to_bgr
kornia.color.rgb.bgr_to_rgb
kornia.color.rgb.rgb_to_linear_rgb
kornia.color.rgb.linear_rgb_to_rgb
kornia.color.rgb.bgr_to_rgba
kornia.color.rgb.rgb_to_rgba
kornia.color.rgb.rgba_to_rgb
kornia.color.rgb.rgba_to_bgr
kornia.color.hls.rgb_to_hls
kornia.color.hls.hls_to_rgb
kornia.color.hsv.rgb_to_hsv
kornia.color.hsv.hsv_to_rgb
kornia.color.luv.rgb_to_luv
kornia.color.luv.luv_to_rgb
kornia.color.lab.rgb_to_lab
kornia.color.lab.lab_to_rgb
kornia.color.ycbcr.rgb_to_ycbcr
kornia.color.ycbcr.ycbcr_to_rgb
kornia.color.yuv.rgb_to_yuv
kornia.color.yuv.yuv_to_rgb
kornia.color.yuv.rgb_to_yuv420
kornia.color.yuv.yuv420_to_rgb
kornia.color.yuv.rgb_to_yuv422
kornia.color.yuv.yuv422_to_rgb
kornia.color.xyz.rgb_to_xyz
kornia.color.xyz.xyz_to_rgb
kornia.color.raw.rgb_to_raw
kornia.color.raw.raw_to_rgb
kornia.color.raw.raw_to_rgb_2x2_downscaled
kornia.color.sepia.sepia_from_rgb

contrib

Function	numpy	jax	tensorflow
kornia.contrib.extract_patches.compute_padding
kornia.contrib.extract_patches.extract_tensor_patches
kornia.contrib.extract_patches.combine_tensor_patches
kornia.contrib.distance_transform.distance_transform
kornia.contrib.diamond_square.diamond_square

enhance

Function	numpy	jax	tensorflow
kornia.enhance.core.add_weighted
kornia.enhance.adjust.adjust_brightness
kornia.enhance.adjust.adjust_contrast
kornia.enhance.adjust.adjust_contrast_with_mean_subtraction
kornia.enhance.adjust.adjust_gamma
kornia.enhance.adjust.adjust_hue
kornia.enhance.adjust.adjust_saturation
kornia.enhance.adjust.adjust_sigmoid
kornia.enhance.adjust.adjust_log
kornia.enhance.adjust.invert
kornia.enhance.adjust.posterize
kornia.enhance.adjust.sharpness
kornia.enhance.adjust.solarize
kornia.enhance.adjust.equalize
kornia.enhance.equalization.equalize_clahe
kornia.enhance.adjust.equalize3d
kornia.enhance.histogram.histogram
kornia.enhance.histogram.histogram2d
kornia.enhance.histogram.image_histogram2d
kornia.enhance.normalize.normalize
kornia.enhance.normalize.normalize_min_max
kornia.enhance.normalize.denormalize
kornia.enhance.zca.zca_mean
kornia.enhance.zca.zca_whiten
kornia.enhance.zca.linear_transform
kornia.enhance.jpeg.jpeg_codec_differentiable

feature

Function	numpy	jax	tensorflow
kornia.feature.responses.gftt_response
kornia.feature.responses.harris_response
kornia.feature.responses.hessian_response
kornia.feature.responses.dog_response
kornia.feature.responses.dog_response_single
kornia.feature.integrated.get_laf_descriptors
kornia.feature.matching.match_nn
kornia.feature.matching.match_mnn
kornia.feature.matching.match_snn
kornia.feature.matching.match_smnn
kornia.feature.matching.match_fginn
kornia.feature.adalam.adalam.match_adalam
kornia.feature.laf.extract_patches_from_pyramid
kornia.feature.laf.extract_patches_simple
kornia.feature.laf.normalize_laf
kornia.feature.laf.denormalize_laf
kornia.feature.laf.laf_to_boundary_points
kornia.feature.laf.ellipse_to_laf
kornia.feature.laf.make_upright
kornia.feature.laf.scale_laf
kornia.feature.laf.get_laf_scale
kornia.feature.laf.get_laf_center
kornia.feature.laf.rotate_laf
kornia.feature.laf.get_laf_orientation
kornia.feature.laf.set_laf_orientation
kornia.feature.laf.laf_from_center_scale_ori
kornia.feature.laf.laf_is_inside_image
kornia.feature.laf.laf_to_three_points
kornia.feature.laf.laf_from_three_points
kornia.feature.laf.perspective_transform_lafs

filters

Function	numpy	jax	tensorflow
kornia.filters.bilateral.bilateral_blur
kornia.filters.blur_pool.blur_pool2d
kornia.filters.blur.box_blur
kornia.filters.gaussian.gaussian_blur2d
kornia.filters.guided.guided_blur
kornia.filters.bilateral.joint_bilateral_blur
kornia.filters.blur_pool.max_blur_pool2d
kornia.filters.median.median_blur
kornia.filters.motion.motion_blur
kornia.filters.unsharp.unsharp_mask
kornia.filters.canny.canny
kornia.filters.laplacian.laplacian
kornia.filters.sobel.sobel
kornia.filters.sobel.spatial_gradient
kornia.filters.sobel.spatial_gradient3d
kornia.filters.filter.filter2d
kornia.filters.filter.filter2d_separable
kornia.filters.filter.filter3d
kornia.filters.kernels.get_gaussian_kernel1d
kornia.filters.kernels.get_gaussian_erf_kernel1d
kornia.filters.kernels.get_gaussian_discrete_kernel1d
kornia.filters.kernels.get_gaussian_kernel2d
kornia.filters.kernels.get_hanning_kernel1d
kornia.filters.kernels.get_hanning_kernel2d
kornia.filters.kernels.get_laplacian_kernel1d
kornia.filters.kernels.get_laplacian_kernel2d
kornia.filters.kernels_geometry.get_motion_kernel2d

geometry

Function	numpy	jax	tensorflow
kornia.geometry.calibration.undistort.undistort_image
kornia.geometry.calibration.undistort.undistort_points
kornia.geometry.calibration.distort.distort_points
kornia.geometry.calibration.distort.tilt_projection
kornia.geometry.calibration.pnp.solve_pnp_dlt
kornia.geometry.conversions.rad2deg
kornia.geometry.conversions.deg2rad
kornia.geometry.conversions.pol2cart
kornia.geometry.conversions.cart2pol
kornia.geometry.conversions.angle_to_rotation_matrix
kornia.geometry.conversions.convert_points_from_homogeneous
kornia.geometry.conversions.convert_points_to_homogeneous
kornia.geometry.conversions.convert_affinematrix_to_homography
kornia.geometry.conversions.denormalize_pixel_coordinates
kornia.geometry.conversions.normalize_pixel_coordinates
kornia.geometry.conversions.denormalize_pixel_coordinates3d
kornia.geometry.conversions.normalize_pixel_coordinates3d
kornia.geometry.conversions.normalize_points_with_intrinsics
kornia.geometry.conversions.denormalize_points_with_intrinsics
kornia.geometry.conversions.normalize_homography
kornia.geometry.conversions.denormalize_homography
kornia.geometry.conversions.normalize_homography3d
kornia.geometry.conversions.quaternion_to_axis_angle
kornia.geometry.conversions.quaternion_to_rotation_matrix
kornia.geometry.conversions.quaternion_log_to_exp
kornia.geometry.conversions.quaternion_exp_to_log
kornia.geometry.conversions.normalize_quaternion
kornia.geometry.conversions.vector_to_skew_symmetric_matrix
kornia.geometry.conversions.rotation_matrix_to_axis_angle
kornia.geometry.conversions.rotation_matrix_to_quaternion
kornia.geometry.conversions.axis_angle_to_quaternion
kornia.geometry.conversions.axis_angle_to_rotation_matrix
kornia.geometry.conversions.quaternion_from_euler
kornia.geometry.conversions.euler_from_quaternion
kornia.geometry.conversions.Rt_to_matrix4x4
kornia.geometry.conversions.matrix4x4_to_Rt
kornia.geometry.conversions.worldtocam_to_camtoworld_Rt
kornia.geometry.conversions.camtoworld_to_worldtocam_Rt
kornia.geometry.conversions.camtoworld_graphics_to_vision_4x4
kornia.geometry.conversions.camtoworld_vision_to_graphics_4x4
kornia.geometry.conversions.camtoworld_graphics_to_vision_Rt
kornia.geometry.conversions.camtoworld_vision_to_graphics_Rt
kornia.geometry.conversions.ARKitQTVecs_to_ColmapQTVecs
kornia.geometry.homography.find_homography_dlt
kornia.geometry.homography.find_homography_dlt_iterated
kornia.geometry.homography.find_homography_lines_dlt
kornia.geometry.homography.find_homography_lines_dlt_iterated
kornia.geometry.homography.line_segment_transfer_error_one_way
kornia.geometry.homography.oneway_transfer_error
kornia.geometry.homography.sample_is_valid_for_homography
kornia.geometry.homography.symmetric_transfer_error
kornia.geometry.epipolar.essential.find_essential
kornia.geometry.epipolar.essential.essential_from_fundamental
kornia.geometry.epipolar.essential.essential_from_Rt
kornia.geometry.epipolar.essential.decompose_essential_matrix
kornia.geometry.epipolar.essential.motion_from_essential
kornia.geometry.epipolar.essential.motion_from_essential_choose_solution
kornia.geometry.epipolar.essential.relative_camera_motion
kornia.geometry.epipolar.fundamental.find_fundamental
kornia.geometry.epipolar.fundamental.fundamental_from_essential
kornia.geometry.epipolar.fundamental.fundamental_from_projections
kornia.geometry.epipolar.fundamental.compute_correspond_epilines
kornia.geometry.epipolar.fundamental.normalize_points
kornia.geometry.epipolar.fundamental.normalize_transformation
kornia.geometry.epipolar.fundamental.get_perpendicular
kornia.geometry.epipolar.fundamental.get_closest_point_on_epipolar_line
kornia.geometry.epipolar._metrics.sampson_epipolar_distance
kornia.geometry.epipolar._metrics.symmetrical_epipolar_distance
kornia.geometry.epipolar._metrics.left_to_right_epipolar_distance
kornia.geometry.epipolar._metrics.right_to_left_epipolar_distance
kornia.geometry.epipolar.projection.projection_from_KRt
kornia.geometry.epipolar.projection.projections_from_fundamental
kornia.geometry.epipolar.projection.intrinsics_like
kornia.geometry.epipolar.projection.scale_intrinsics
kornia.geometry.epipolar.projection.random_intrinsics
kornia.geometry.epipolar.numeric.cross_product_matrix
kornia.geometry.epipolar.triangulation.triangulate_points
kornia.geometry.bbox.bbox_generator
kornia.geometry.bbox.bbox_generator3d
kornia.geometry.bbox.bbox_to_mask
kornia.geometry.bbox.bbox_to_mask3d
kornia.geometry.bbox.infer_bbox_shape
kornia.geometry.bbox.infer_bbox_shape3d
kornia.geometry.bbox.nms
kornia.geometry.bbox.transform_bbox
kornia.geometry.linalg.relative_transformation
kornia.geometry.linalg.compose_transformations
kornia.geometry.linalg.inverse_transformation
kornia.geometry.linalg.transform_points
kornia.geometry.linalg.point_line_distance
kornia.geometry.linalg.batched_squared_norm
kornia.geometry.linalg.batched_dot_product
kornia.geometry.linalg.euclidean_distance
kornia.geometry.camera.projection_z1.project_points_z1
kornia.geometry.camera.projection_z1.unproject_points_z1
kornia.geometry.camera.projection_z1.dx_project_points_z1
kornia.geometry.camera.projection_orthographic.project_points_orthographic
kornia.geometry.camera.projection_orthographic.unproject_points_orthographic
kornia.geometry.camera.projection_orthographic.dx_project_points_orthographic
kornia.geometry.camera.distortion_affine.distort_points_affine
kornia.geometry.camera.distortion_affine.undistort_points_affine
kornia.geometry.camera.distortion_affine.dx_distort_points_affine
kornia.geometry.camera.distortion_kannala_brandt.distort_points_kannala_brandt
kornia.geometry.camera.distortion_kannala_brandt.undistort_points_kannala_brandt
kornia.geometry.camera.distortion_kannala_brandt.dx_distort_points_kannala_brandt
kornia.geometry.subpix.spatial_soft_argmax.conv_soft_argmax2d
kornia.geometry.subpix.spatial_soft_argmax.conv_soft_argmax3d
kornia.geometry.subpix.spatial_soft_argmax.conv_quad_interp3d
kornia.geometry.subpix.dsnt.spatial_softmax2d
kornia.geometry.subpix.dsnt.spatial_expectation2d
kornia.geometry.subpix.spatial_soft_argmax.spatial_soft_argmax2d
kornia.geometry.subpix.dsnt.render_gaussian2d
kornia.geometry.subpix.nms.nms2d
kornia.geometry.subpix.nms.nms3d
kornia.geometry.transform.imgwarp.warp_perspective
kornia.geometry.transform.imgwarp.warp_perspective3d
kornia.geometry.transform.imgwarp.warp_affine
kornia.geometry.transform.imgwarp.warp_affine3d
kornia.geometry.transform.thin_plate_spline.warp_image_tps
kornia.geometry.transform.thin_plate_spline.warp_points_tps
kornia.geometry.transform.imgwarp.warp_grid
kornia.geometry.transform.imgwarp.warp_grid3d
kornia.geometry.transform.imgwarp.remap
kornia.geometry.transform.affwarp.affine
kornia.geometry.transform.affwarp.rotate
kornia.geometry.transform.affwarp.translate
kornia.geometry.transform.affwarp.scale
kornia.geometry.transform.affwarp.shear
kornia.geometry.transform.flips.hflip
kornia.geometry.transform.flips.vflip
kornia.geometry.transform.flips.rot180
kornia.geometry.transform.affwarp.resize
kornia.geometry.transform.affwarp.rescale
kornia.geometry.transform.elastic_transform.elastic_transform2d
kornia.geometry.transform.pyramid.pyrdown
kornia.geometry.transform.pyramid.pyrup
kornia.geometry.transform.pyramid.build_pyramid
kornia.geometry.transform.pyramid.build_laplacian_pyramid
kornia.geometry.transform.pyramid.upscale_double
kornia.geometry.transform.imgwarp.get_perspective_transform
kornia.geometry.transform.imgwarp.get_perspective_transform3d
kornia.geometry.transform.imgwarp.get_projective_transform
kornia.geometry.transform.imgwarp.get_rotation_matrix2d
kornia.geometry.transform.imgwarp.get_shear_matrix2d
kornia.geometry.transform.imgwarp.get_shear_matrix3d
kornia.geometry.transform.imgwarp.get_affine_matrix2d
kornia.geometry.transform.imgwarp.get_affine_matrix3d
kornia.geometry.transform.imgwarp.invert_affine_transform
kornia.geometry.transform.imgwarp.projection_from_Rt
kornia.geometry.transform.thin_plate_spline.get_tps_transform
kornia.geometry.transform.crop2d.crop_by_indices
kornia.geometry.transform.crop2d.crop_by_boxes
kornia.geometry.transform.crop2d.center_crop
kornia.geometry.transform.crop2d.crop_and_resize
kornia.geometry.depth.depth_from_disparity
kornia.geometry.depth.depth_to_3d
kornia.geometry.depth.depth_to_3d_v2
kornia.geometry.depth.unproject_meshgrid
kornia.geometry.depth.depth_to_normals
kornia.geometry.depth.warp_frame_depth
kornia.geometry.solvers.polynomial_solver.solve_quadratic
kornia.geometry.solvers.polynomial_solver.solve_cubic
kornia.geometry.solvers.polynomial_solver.multiply_deg_one_poly
kornia.geometry.solvers.polynomial_solver.multiply_deg_two_one_poly
kornia.geometry.solvers.polynomial_solver.determinant_to_polynomial

losses

Function	numpy	jax	tensorflow
kornia.losses.ssim.ssim_loss
kornia.losses.ssim3d.ssim3d_loss
kornia.losses.psnr.psnr_loss
kornia.losses.total_variation.total_variation
kornia.losses.depth_smooth.inverse_depth_smoothness_loss
kornia.losses.charbonnier.charbonnier_loss
kornia.losses.welsch.welsch_loss
kornia.losses.cauchy.cauchy_loss
kornia.losses.geman_mcclure.geman_mcclure_loss
kornia.losses.focal.binary_focal_loss_with_logits
kornia.losses.focal.focal_loss
kornia.losses.dice.dice_loss
kornia.losses.tversky.tversky_loss
kornia.losses.lovasz_hinge.lovasz_hinge_loss
kornia.losses.lovasz_softmax.lovasz_softmax_loss
kornia.losses.divergence.js_div_loss_2d
kornia.losses.divergence.kl_div_loss_2d

metrics

Function	numpy	jax	tensorflow
kornia.metrics.accuracy.accuracy
kornia.metrics.confusion_matrix.confusion_matrix
kornia.metrics.mean_iou.mean_iou
kornia.metrics.mean_average_precision.mean_average_precision
kornia.metrics.mean_iou.mean_iou_bbox
kornia.metrics.psnr.psnr
kornia.metrics.ssim.ssim
kornia.metrics.ssim3d.ssim3d
kornia.metrics.endpoint_error.aepe

morphology

Function	numpy	jax	tensorflow
kornia.morphology.morphology.dilation
kornia.morphology.morphology.erosion
kornia.morphology.morphology.opening
kornia.morphology.morphology.closing
kornia.morphology.morphology.gradient
kornia.morphology.morphology.top_hat
kornia.morphology.morphology.bottom_hat

utils

Function	numpy	jax	tensorflow
kornia.utils.draw.draw_line
kornia.utils.draw.draw_rectangle
kornia.utils.draw.draw_convex_polygon
kornia.utils.grid.create_meshgrid
kornia.utils.grid.create_meshgrid3d
kornia.utils.one_hot.one_hot

transformers

vision

Function	numpy	jax	tensorflow
transformers.Swin2SRModel