tree 681ca3e9e1fd3dfec2b94ea22c414c628c35f11d
parent 45b70db8754d28e4e54732af28714f58a3816915
author Phoenix Meadowlark <meadowlark@google.com> 1605740499 -0800
committer GitHub <noreply@github.com> 1605740499 -0800
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Centralize tf.math coverage and expand to all functions (#3826)

Adds tests for the functions in the `tf.math` API, with dynamic and complex variants.

To avoid adding another 1332 tests of `bazel` overhead to the CI while still generating coverage tables, I created two versions of the test suites: one that CI will run that detects any new errors, and one that creates a test for each function and backend. The tests that this change adds to the CI are:

```bazel
//integrations/tensorflow/e2e/math:math_complex_tests_multiple__iree_llvmjit PASSED in 26.9s
//integrations/tensorflow/e2e/math:math_complex_tests_multiple__iree_vmla PASSED in 15.3s
//integrations/tensorflow/e2e/math:math_complex_tests_multiple__iree_vulkan PASSED in 72.1s
//integrations/tensorflow/e2e/math:math_complex_tests_multiple__tf       PASSED in 38.1s
//integrations/tensorflow/e2e/math:math_dynamic_dims_tests_multiple__iree_llvmjit PASSED in 7.9s
//integrations/tensorflow/e2e/math:math_dynamic_dims_tests_multiple__iree_vmla PASSED in 13.9s
//integrations/tensorflow/e2e/math:math_dynamic_dims_tests_multiple__iree_vulkan PASSED in 4.5s
//integrations/tensorflow/e2e/math:math_dynamic_dims_tests_multiple__tf  PASSED in 38.0s
//integrations/tensorflow/e2e/math:math_tests_multiple__iree_llvmjit     PASSED in 41.5s
//integrations/tensorflow/e2e/math:math_tests_multiple__iree_vmla        PASSED in 19.7s
//integrations/tensorflow/e2e/math:math_tests_multiple__iree_vulkan      PASSED in 106.6s
//integrations/tensorflow/e2e/math:math_tests_multiple__tf               PASSED in 38.2s
//integrations/tensorflow/e2e/math:math_tests_multiple__tflite           PASSED in 21.1s
```

The following tests are deleted:

- `bool_test.py`
- `complex_test.py`
- `finite_test.py`
- `logical_ops_test.py`

`math_test.py` and `math_dyn_test.py` are replaced by `quantization_test.py` and `quantization_dyn_test.py`, since a fake quant test was added to them after the PR was made.

Supporting changes:

- Allow `tf.Tensor`s to be passed to traces. (Numpy's unchangeable `float64` default is cumbersome).
- Add `set_minus` to `bazel`.
- Expand support for input generation (e.g. uniform bools).