| # TensorFlow Base APIs |
| |
| Tests of the `tf` , `tf.math` , `tf.nn` , `tf.signal` and `tf.strings` APIs. |
| |
| IREE has three main backend |
| [targets](https://github.com/google/iree/tree/main/iree/compiler/Dialect/HAL/Target): |
| `vmla` , `llvm` and `vulkan-spirv`. We also test TFLite in our infrastructure |
| for benchmarking purposes. |
| |
| *Last Updated: 2020/12/8* |
| |
| ## End to end TensorFlow tests |
| |
| | target | tflite | vmla | vulkan-spirv | |
| |:--------------------------------------------------------------------------------------------------------------------------:|:--------------------------------------------:|:--------------------------------------------:|:--------------------------------------------:| |
| | [batch_norm_test](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/batch_norm_test.py) | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | |
| | [batch_to_space_nd_test](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/batch_to_space_nd_test.py) | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | |
| | [broadcast_to_test](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/broadcast_to_test.py) | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | <span class="failure-table-element">✗</span> | |
| | [broadcasting_test](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/broadcasting_test.py) | <span class="failure-table-element">✗</span> | <span class="success-table-element">✓</span> | <span class="failure-table-element">✗</span> | |
| | [concat_test](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/concat_test.py) | <span class="failure-table-element">✗</span> | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | |
| | [control_flow_test](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/control_flow_test.py) | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | |
| | [conv_test](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/conv_test.py) | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | |
| | [conv_transpose_test](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/conv_transpose_test.py) | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | <span class="failure-table-element">✗</span> | |
| | [depth_conv_test](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/depth_conv_test.py) | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | |
| | [dynamic_mlp_relu_test](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/dynamic_mlp_relu_test.py) | <span class="failure-table-element">✗</span> | <span class="success-table-element">✓</span> | <span class="failure-table-element">✗</span> | |
| | [dynamic_mlp_test](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/dynamic_mlp_test.py) | <span class="failure-table-element">✗</span> | <span class="success-table-element">✓</span> | <span class="failure-table-element">✗</span> | |
| | [einsum_dynamic_test](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/einsum_dynamic_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [einsum_static_test](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/einsum_static_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [einsum_vector_test](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/einsum_vector_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [fft_test](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/fft_test.py) | <span class="failure-table-element">✗</span> | <span class="success-table-element">✓</span> | <span class="failure-table-element">✗</span> | |
| | [fill_test](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/fill_test.py) | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | <span class="failure-table-element">✗</span> | |
| | [gather_test](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/gather_test.py) | <span class="failure-table-element">✗</span> | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | |
| | [image_resize_test](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/image_resize_test.py) | <span class="failure-table-element">✗</span> | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | |
| | [linspace_test](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/linspace_test.py) | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | <span class="failure-table-element">✗</span> | |
| | [mandelbrot_test](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/mandelbrot_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [matrix_ops_dynamic_test](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/matrix_ops_dynamic_test.py) | <span class="failure-table-element">✗</span> | <span class="success-table-element">✓</span> | <span class="failure-table-element">✗</span> | |
| | [matrix_ops_static_test](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/matrix_ops_static_test.py) | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | |
| | [quantization_dyn_test](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/quantization_dyn_test.py) | <span class="failure-table-element">✗</span> | <span class="success-table-element">✓</span> | <span class="failure-table-element">✗</span> | |
| | [quantization_test](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/quantization_test.py) | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | |
| | [range_test](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/range_test.py) | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | <span class="failure-table-element">✗</span> | |
| | [resource_ops_test](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/resource_ops_test.py) | <span class="failure-table-element">✗</span> | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | |
| | [ring_buffer_test](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/ring_buffer_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [scatter_update_test](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/scatter_update_test.py) | <span class="failure-table-element">✗</span> | <span class="success-table-element">✓</span> | <span class="failure-table-element">✗</span> | |
| | [simple_arithmetic_test](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/simple_arithmetic_test.py) | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | |
| | [simple_stateful_test](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/simple_stateful_test.py) | <span class="failure-table-element">✗</span> | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | |
| | [sliding_window_test](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/sliding_window_test.py) | <span class="failure-table-element">✗</span> | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | |
| | [space_to_batch_nd_test](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/space_to_batch_nd_test.py) | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | |
| | [strings_test](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/strings_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [tensorlist_test](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/tensorlist_test.py) | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | |
| |
| ## End to end tests of tf.math functions with static dimensions |
| |
| **Note:** To be thorough, these tests use high rank tensors and test int dtypes |
| where TensorFlow allows them to be used. Both of these choices |
| disproportionately affect TFLite coverage, and don't represent coverage for |
| simple use cases. |
| |
| | target | tflite | vmla | vulkan-spirv | |
| |:-----------------------------------------------------------------------------------------------------------------:|:--------------------------------------------:|:--------------------------------------------:|:--------------------------------------------:| |
| | [abs](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | |
| | [accumulate_n](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | |
| | [acos](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="success-table-element">✓</span> | <span class="failure-table-element">✗</span> | |
| | [acosh](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [add](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | |
| | [add_n](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | |
| | [angle](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | |
| | [argmax](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="success-table-element">✓</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [argmin](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="success-table-element">✓</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [asin](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [asinh](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [atan](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="success-table-element">✓</span> | <span class="failure-table-element">✗</span> | |
| | [atan2](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [atanh](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [bessel_i0](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [bessel_i0e](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [bessel_i1](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [bessel_i1e](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [betainc](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [bincount](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [ceil](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | |
| | [confusion_matrix](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [cos](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | |
| | [cosh](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [count_nonzero](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="success-table-element">✓</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [cumprod](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [cumsum](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | <span class="failure-table-element">✗</span> | |
| | [cumulative_logsumexp](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [digamma](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [divide](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [divide_no_nan](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | |
| | [equal](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | |
| | [erf](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [erfc](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [erfinv](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [exp](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | |
| | [expm1](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [floor](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | |
| | [floordiv](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | |
| | [floormod](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | |
| | [greater](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | |
| | [greater_equal](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | |
| | [igamma](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [igammac](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [imag](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | |
| | [in_top_k](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [invert_permutation](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [is_finite](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | |
| | [is_inf](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | |
| | [is_nan](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | <span class="failure-table-element">✗</span> | |
| | [is_non_decreasing](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [is_strictly_increasing](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [lbeta](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | |
| | [less](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | |
| | [less_equal](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | |
| | [lgamma](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | |
| | [log](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | |
| | [log1p](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | |
| | [log_sigmoid](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | |
| | [log_softmax](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | |
| | [logical_and](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | <span class="failure-table-element">✗</span> | |
| | [logical_not](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | <span class="failure-table-element">✗</span> | |
| | [logical_or](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | <span class="failure-table-element">✗</span> | |
| | [logical_xor](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | <span class="failure-table-element">✗</span> | |
| | [maximum](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | |
| | [minimum](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | |
| | [mod](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | <span class="failure-table-element">✗</span> | |
| | [multiply](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | |
| | [multiply_no_nan](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | |
| | [ndtri](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [negative](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | |
| | [nextafter](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [not_equal](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | |
| | [polygamma](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [polyval](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | |
| | [pow](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [real](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | |
| | [reciprocal](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | |
| | [reciprocal_no_nan](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | |
| | [reduce_all](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="success-table-element">✓</span> | <span class="failure-table-element">✗</span> | |
| | [reduce_any](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | <span class="failure-table-element">✗</span> | |
| | [reduce_euclidean_norm](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [reduce_logsumexp](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="success-table-element">✓</span> | <span class="failure-table-element">✗</span> | |
| | [reduce_max](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | <span class="failure-table-element">✗</span> | |
| | [reduce_mean](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="success-table-element">✓</span> | <span class="failure-table-element">✗</span> | |
| | [reduce_min](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | <span class="failure-table-element">✗</span> | |
| | [reduce_prod](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="success-table-element">✓</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [reduce_std](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="success-table-element">✓</span> | <span class="failure-table-element">✗</span> | |
| | [reduce_sum](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | <span class="failure-table-element">✗</span> | |
| | [reduce_variance](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="success-table-element">✓</span> | <span class="failure-table-element">✗</span> | |
| | [rint](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [round](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | |
| | [rsqrt](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | |
| | [scalar_mul](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | |
| | [segment_max](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [segment_mean](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [segment_min](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [segment_prod](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [segment_sum](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="success-table-element">✓</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [sigmoid](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | |
| | [sign](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [sin](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | |
| | [sinh](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | |
| | [sobol_sample](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [softmax](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | |
| | [softplus](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | |
| | [softsign](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [sqrt](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | |
| | [square](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | |
| | [squared_difference](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | |
| | [subtract](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | |
| | [tan](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | |
| | [tanh](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | |
| | [truediv](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | |
| | [unsorted_segment_max](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [unsorted_segment_mean](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [unsorted_segment_min](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [unsorted_segment_prod](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [unsorted_segment_sqrt_n](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [unsorted_segment_sum](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [xdivy](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [xlog1py](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [xlogy](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [zero_fraction](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | |
| | [zeta](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| |
| ## End to end tests of tf.math functions with dynamic dimensions |
| |
| | target | tflite | vmla | vulkan-spirv | |
| |:-----------------------------------------------------------------------------------------------------------------:|:--------------------------------------------:|:--------------------------------------------:|:--------------------------------------------:| |
| | [abs](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="success-table-element">✓</span> | <span class="failure-table-element">✗</span> | |
| | [accumulate_n](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="success-table-element">✓</span> | <span class="failure-table-element">✗</span> | |
| | [acos](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="success-table-element">✓</span> | <span class="failure-table-element">✗</span> | |
| | [acosh](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [add](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="success-table-element">✓</span> | <span class="failure-table-element">✗</span> | |
| | [add_n](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="success-table-element">✓</span> | <span class="failure-table-element">✗</span> | |
| | [angle](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [argmax](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [argmin](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [asin](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [asinh](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [atan](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="success-table-element">✓</span> | <span class="failure-table-element">✗</span> | |
| | [atan2](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [atanh](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [bessel_i0](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [bessel_i0e](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [bessel_i1](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [bessel_i1e](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [betainc](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [bincount](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [ceil](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="success-table-element">✓</span> | <span class="failure-table-element">✗</span> | |
| | [confusion_matrix](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [cos](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="success-table-element">✓</span> | <span class="failure-table-element">✗</span> | |
| | [cosh](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [count_nonzero](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [cumprod](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [cumsum](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [cumulative_logsumexp](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [digamma](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [divide](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [divide_no_nan](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [equal](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="success-table-element">✓</span> | <span class="failure-table-element">✗</span> | |
| | [erf](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [erfc](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [erfinv](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [exp](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="success-table-element">✓</span> | <span class="failure-table-element">✗</span> | |
| | [expm1](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [floor](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="success-table-element">✓</span> | <span class="failure-table-element">✗</span> | |
| | [floordiv](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [floormod](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [greater](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="success-table-element">✓</span> | <span class="failure-table-element">✗</span> | |
| | [greater_equal](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="success-table-element">✓</span> | <span class="failure-table-element">✗</span> | |
| | [igamma](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [igammac](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [imag](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="success-table-element">✓</span> | <span class="failure-table-element">✗</span> | |
| | [in_top_k](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [invert_permutation](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [is_finite](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="success-table-element">✓</span> | <span class="failure-table-element">✗</span> | |
| | [is_inf](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="success-table-element">✓</span> | <span class="failure-table-element">✗</span> | |
| | [is_nan](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="success-table-element">✓</span> | <span class="failure-table-element">✗</span> | |
| | [is_non_decreasing](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [is_strictly_increasing](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [lbeta](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [less](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="success-table-element">✓</span> | <span class="failure-table-element">✗</span> | |
| | [less_equal](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="success-table-element">✓</span> | <span class="failure-table-element">✗</span> | |
| | [lgamma](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [log](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="success-table-element">✓</span> | <span class="failure-table-element">✗</span> | |
| | [log1p](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [log_sigmoid](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [log_softmax](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="success-table-element">✓</span> | <span class="failure-table-element">✗</span> | |
| | [logical_and](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [logical_not](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [logical_or](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [logical_xor](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [maximum](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="success-table-element">✓</span> | <span class="failure-table-element">✗</span> | |
| | [minimum](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="success-table-element">✓</span> | <span class="failure-table-element">✗</span> | |
| | [mod](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [multiply](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="success-table-element">✓</span> | <span class="failure-table-element">✗</span> | |
| | [multiply_no_nan](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [ndtri](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [negative](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="success-table-element">✓</span> | <span class="failure-table-element">✗</span> | |
| | [nextafter](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [not_equal](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="success-table-element">✓</span> | <span class="failure-table-element">✗</span> | |
| | [polygamma](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [polyval](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="success-table-element">✓</span> | <span class="failure-table-element">✗</span> | |
| | [pow](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [real](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | |
| | [reciprocal](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="success-table-element">✓</span> | <span class="failure-table-element">✗</span> | |
| | [reciprocal_no_nan](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [reduce_all](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [reduce_any](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [reduce_euclidean_norm](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [reduce_logsumexp](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [reduce_max](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [reduce_mean](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [reduce_min](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [reduce_prod](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [reduce_std](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [reduce_sum](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [reduce_variance](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [rint](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [round](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [rsqrt](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="success-table-element">✓</span> | <span class="failure-table-element">✗</span> | |
| | [scalar_mul](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="success-table-element">✓</span> | <span class="failure-table-element">✗</span> | |
| | [segment_max](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [segment_mean](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [segment_min](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [segment_prod](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [segment_sum](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [sigmoid](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="success-table-element">✓</span> | <span class="failure-table-element">✗</span> | |
| | [sign](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [sin](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="success-table-element">✓</span> | <span class="failure-table-element">✗</span> | |
| | [sinh](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="success-table-element">✓</span> | <span class="failure-table-element">✗</span> | |
| | [sobol_sample](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [softmax](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="success-table-element">✓</span> | <span class="failure-table-element">✗</span> | |
| | [softplus](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [softsign](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [sqrt](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="success-table-element">✓</span> | <span class="failure-table-element">✗</span> | |
| | [square](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="success-table-element">✓</span> | <span class="failure-table-element">✗</span> | |
| | [squared_difference](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="success-table-element">✓</span> | <span class="failure-table-element">✗</span> | |
| | [subtract](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="success-table-element">✓</span> | <span class="failure-table-element">✗</span> | |
| | [tan](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="success-table-element">✓</span> | <span class="failure-table-element">✗</span> | |
| | [tanh](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="success-table-element">✓</span> | <span class="failure-table-element">✗</span> | |
| | [truediv](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="success-table-element">✓</span> | <span class="failure-table-element">✗</span> | |
| | [unsorted_segment_max](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [unsorted_segment_mean](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [unsorted_segment_min](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [unsorted_segment_prod](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [unsorted_segment_sqrt_n](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [unsorted_segment_sum](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [xdivy](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [xlog1py](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [xlogy](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [zero_fraction](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [zeta](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| |
| ## End to end tests of tf.math functions with complex numbers |
| |
| | target | tflite | vmla | vulkan-spirv | |
| |:---------------------------------------------------------------------------------------------------------------:|:--------------------------------------------:|:--------------------------------------------:|:--------------------------------------------:| |
| | [abs](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | |
| | [add](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | |
| | [angle](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [asinh](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [atanh](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [conj](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | |
| | [cos](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [cosh](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [count_nonzero](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [cumprod](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [cumsum](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [divide](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [divide_no_nan](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [exp](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | |
| | [expm1](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [imag](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | |
| | [l2_normalize](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="success-table-element">✓</span> | <span class="failure-table-element">✗</span> | |
| | [log](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [log1p](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [multiply](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | |
| | [multiply_no_nan](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [negative](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [pow](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [real](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | |
| | [reciprocal](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [reciprocal_no_nan](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [reduce_euclidean_norm](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [reduce_std](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [reduce_variance](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [rsqrt](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [sigmoid](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [sign](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [sin](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [sinh](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [sqrt](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [square](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | |
| | [squared_difference](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | |
| | [subtract](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | |
| | [tan](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [tanh](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [truediv](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="success-table-element">✓</span> | <span class="success-table-element">✓</span> | |
| | [xdivy](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [xlog1py](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [xlogy](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
| | [zero_fraction](https://github.com/google/iree/tree/main/integrations/tensorflow/e2e/math/math_test.py) | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | <span class="failure-table-element">✗</span> | |
