pytorch/test/cpp/tensorexpr
Raghavan Raman 0d66748948 [jit] Add tests for JIT with dynamic shape fusion (#72201)
Summary: Pull Request resolved: https://github.com/pytorch/pytorch/pull/72201

Reviewed By: mikaylagawarecki

Differential Revision: D34067211

Pulled By: navahgar

fbshipit-source-id: 2c13bb43c76c7fed720ad37892d2177c3dc0b924
(cherry picked from commit eed2d8cea4a4037bf7784e6ca09e69f63faad6d6)
2022-02-18 23:29:08 +00:00
..
CMakeLists.txt [tensorexpr] Add memory planning to reuse intermediate buffers (#66452) 2021-12-17 01:38:02 -08:00
gtest_assert_float_eq.h
padded_buffer.cpp use irange for loops 5 (#66744) 2021-10-18 21:59:50 -07:00
padded_buffer.h use irange for loops 5 (#66744) 2021-10-18 21:59:50 -07:00
README.md
test_approx.cpp
test_aten.cpp use irange for loops 5 (#66744) 2021-10-18 21:59:50 -07:00
test_base.h
test_boundsinference.cpp [TensorExpr] Delet DimArg class. (#72390) 2022-02-11 01:21:59 +00:00
test_conv.cpp [TensorExpr] Delet DimArg class. (#72390) 2022-02-11 01:21:59 +00:00
test_cpp_codegen.cpp use irange for loops 5 (#66744) 2021-10-18 21:59:50 -07:00
test_cuda.cpp [TensorExpr] Delet DimArg class. (#72390) 2022-02-11 01:21:59 +00:00
test_dynamic_shapes.cpp [NNC] TensorExprKernel state should not be modified on calls to run methods (#73028) 2022-02-17 23:14:27 +00:00
test_expr.cpp [tensorexpr] check for index out of bounds in ir_eval (#68858) 2021-12-16 09:27:45 -08:00
test_external_calls.cpp [TensorExpr] Delet DimArg class. (#72390) 2022-02-11 01:21:59 +00:00
test_graph_opt.cpp [TensorExpr] Add some graph-rewrite passes to prepare models for AOT compilation. (#66515) 2022-01-07 01:03:53 -08:00
test_ir_printer.cpp [TensorExpr] Delet DimArg class. (#72390) 2022-02-11 01:21:59 +00:00
test_ir_verifier.cpp
test_kernel.cpp [TensorExpr] Delet DimArg class. (#72390) 2022-02-11 01:21:59 +00:00
test_llvm.cpp [TensorExpr] Delet DimArg class. (#72390) 2022-02-11 01:21:59 +00:00
test_loopnest.cpp [TensorExpr] Delet DimArg class. (#72390) 2022-02-11 01:21:59 +00:00
test_memdependency.cpp [TensorExpr] Delet DimArg class. (#72390) 2022-02-11 01:21:59 +00:00
test_memplanning.cpp [TensorExpr] Delet DimArg class. (#72390) 2022-02-11 01:21:59 +00:00
test_ops.cpp
test_quantization.cpp [tensorexpr] Fix isNLC segfault (#72786) 2022-02-15 20:31:56 +00:00
test_reductions.cpp [TensorExpr] Delet DimArg class. (#72390) 2022-02-11 01:21:59 +00:00
test_registerizer.cpp
test_simplify.cpp [TensorExpr] Delet DimArg class. (#72390) 2022-02-11 01:21:59 +00:00
test_te_fuser_pass.cpp [jit] Add tests for JIT with dynamic shape fusion (#72201) 2022-02-18 23:29:08 +00:00
test_type.cpp
test_utils.h
tutorial.cpp [TensorExpr] Delet DimArg class. (#72390) 2022-02-11 01:21:59 +00:00

TensorExpr C++ Tests

How to add a new test

First, create a new test file. Test files should have be placed in this directory, with a name that starts with test_, like test_foo.cpp.

Here is an example test file you can copy-paste.

#include <test/cpp/tensorexpr/test_base.h>

// Tests go in torch::jit
namespace torch {
namespace jit {

// 1. Test cases are void() functions.
// 2. They start with the prefix `test`
void testCaseOne() {
    // ...
}

void testCaseTwo() {
    // ...
}
}
}

Then, register your test in tests.h:

// Add to TH_FORALL_TESTS_CUDA instead for CUDA-requiring tests
#define TH_FORALL_TESTS(_)             \
  _(ADFormulas)                        \
  _(Attributes)                        \
  ...
  _(CaseOne)  // note that the `test` prefix is omitted.
  _(CaseTwo)

We glob all the test files together in CMakeLists.txt so that you don't have to edit it every time you add a test. Unfortunately, this means that in order to get the build to pick up your new test file, you need to re-run cmake:

python setup.py build --cmake

How do I run the tests?

The following commands assume you are in PyTorch root.

# (re)build the test binary
ninja build/bin/test_tensorexpr
# run
build/bin/test_tensorexpr --gtest_filter='glob_style_filter*'