Created
June 6, 2021 23:22
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| lists: | |
| - &BACKENDS | |
| - iree_llvmaot | |
| - iree_vulkan | |
| - &REF_BACKENDS | |
| - tf | |
| - &MATH_FUNCTIONS | |
| - abs | |
| - accumulate_n | |
| - acos | |
| - acosh | |
| - add | |
| - add_n | |
| - angle | |
| - argmax | |
| - argmin | |
| - asin | |
| - asinh | |
| - atan | |
| - atan2 | |
| - atanh | |
| - bessel_i0 | |
| - bessel_i0e | |
| - bessel_i1 | |
| - bessel_i1e | |
| - betainc | |
| - bincount | |
| - ceil | |
| - confusion_matrix | |
| - cos | |
| - cosh | |
| - count_nonzero | |
| - cumprod | |
| - cumsum | |
| - cumulative_logsumexp | |
| - digamma | |
| - divide | |
| - divide_no_nan | |
| - equal | |
| - erf | |
| - erfc | |
| - erfinv | |
| - exp | |
| - expm1 | |
| - floor | |
| - floordiv | |
| - floormod | |
| - greater | |
| - greater_equal | |
| - igamma | |
| - igammac | |
| - imag | |
| - in_top_k | |
| - invert_permutation | |
| - is_finite | |
| - is_inf | |
| - is_nan | |
| - is_non_decreasing | |
| - is_strictly_increasing | |
| - lbeta | |
| - less | |
| - less_equal | |
| - lgamma | |
| - log | |
| - log1p | |
| - log_sigmoid | |
| - log_softmax | |
| - logical_and | |
| - logical_not | |
| - logical_or | |
| - logical_xor | |
| - maximum | |
| - minimum | |
| - mod | |
| - multiply | |
| - multiply_no_nan | |
| - ndtri | |
| - negative | |
| - nextafter | |
| - not_equal | |
| - polygamma | |
| - polyval | |
| - pow | |
| - real | |
| - reciprocal | |
| - reciprocal_no_nan | |
| - reduce_all | |
| - reduce_any | |
| - reduce_euclidean_norm | |
| - reduce_logsumexp | |
| - reduce_max | |
| - reduce_mean | |
| - reduce_min | |
| - reduce_prod | |
| - reduce_std | |
| - reduce_sum | |
| - reduce_variance | |
| - rint | |
| - round | |
| - rsqrt | |
| - scalar_mul | |
| - segment_max | |
| - segment_mean | |
| - segment_min | |
| - segment_prod | |
| - segment_sum | |
| - sigmoid | |
| - sign | |
| - sin | |
| - sinh | |
| - sobol_sample | |
| - softmax | |
| - softplus | |
| - softsign | |
| - sqrt | |
| - square | |
| - squared_difference | |
| - subtract | |
| - tan | |
| - tanh | |
| - top_k | |
| - truediv | |
| - unsorted_segment_max | |
| - unsorted_segment_mean | |
| - unsorted_segment_min | |
| - unsorted_segment_prod | |
| - unsorted_segment_sqrt_n | |
| - unsorted_segment_sum | |
| - xdivy | |
| - xlog1py | |
| - xlogy | |
| - zero_fraction | |
| - zeta | |
| - &UNIMPLEMENTED_MATH_FUNCTIONS | |
| - acos | |
| - argmax | |
| - argmin | |
| - asin | |
| - atan | |
| - atan2 | |
| - bessel_i0 | |
| - bessel_i0e | |
| - bessel_i1 | |
| - bessel_i1e | |
| - betainc | |
| - bincount | |
| - confusion_matrix | |
| - count_nonzero | |
| - cumprod | |
| - cumsum | |
| - cumulative_logsumexp | |
| - divide | |
| - erfinv | |
| - igamma | |
| - igammac | |
| - in_top_k | |
| - nextafter | |
| - ndtri | |
| - reduce_euclidean_norm | |
| - reduce_prod | |
| - segment_max | |
| - segment_mean | |
| - segment_min | |
| - segment_prod | |
| - segment_sum | |
| - sobol_sample | |
| - top_k | |
| - unsorted_segment_max | |
| - unsorted_segment_mean | |
| - unsorted_segment_min | |
| - unsorted_segment_prod | |
| - unsorted_segment_sqrt_n | |
| - unsorted_segment_sum | |
| - &DYNDIMS_BROKEN_MATH_FUNCTIONS | |
| - angle | |
| - expm1 | |
| - imag | |
| - invert_permutation | |
| - is_non_decreasing | |
| - is_strictly_increasing | |
| - lbeta | |
| - lgamma | |
| - log1p | |
| - log_sigmoid | |
| - log_softmax | |
| - reduce_all | |
| - reduce_any | |
| - reduce_logsumexp | |
| - reduce_max | |
| - reduce_mean | |
| - reduce_min | |
| - reduce_std | |
| - reduce_sum | |
| - reduce_variance | |
| - softmax | |
| - softplus | |
| - xlog1py | |
| - zero_fraction | |
| - &VULKAN_BROKEN_MATH_FUNCTIONS | |
| - asinh | |
| - invert_permutation | |
| - sign | |
| - &VULKAN_DYNDIM_PASS_MATH_FUNCTIONS | |
| - polygamma | |
| - real | |
| - scalar_mul | |
| test_groups: | |
| - id: "math_real_{backend}_vs_{ref_backend}_{function}_dyndims_{dyndims}" | |
| runner: | |
| - type: tfhost | |
| main: math_test.py | |
| args: | |
| - "--functions={function}" | |
| - "--target_backends={backend}" | |
| - "--reference_backend={ref_backend}" | |
| - "--dynamic_dims={dyndims}" | |
| matrix: | |
| backend: *BACKENDS | |
| ref_backend: *REF_BACKENDS | |
| function: *MATH_FUNCTIONS | |
| dyndims: ["true", "false"] | |
| xfail: | |
| # Completely IREE-unimplemented math functions | |
| - matrix.function: *UNIMPLEMENTED_MATH_FUNCTIONS | |
| # Some functions are strictly broken with dyndims | |
| - matrix.function: *DYNDIMS_BROKEN_MATH_FUNCTIONS | |
| matrix.dyndims: "true" | |
| # Vulkan is currently structurally broken with dyndims. | |
| - matrix.backend: iree_vulkan | |
| matrix.dyndims: "true" | |
| # Some math functions are broken on vulkan. | |
| - matrix.backend: iree_vulkan | |
| matrix.function: *VULKAN_BROKEN_MATH_FUNCTIONS | |
| xpass: | |
| # Some dynamic dim functions pass on vulkan regardless of overall | |
| # broken support. | |
| - matrix.backend: iree_vulkan | |
| matrix.function: *VULKAN_DYNDIM_PASS_MATH_FUNCTIONS | |
| matrix.dyndims: "true" |
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