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E2e gpu convolution test #18125

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E2e gpu convolution test #18125

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9e57faf
add e2e test for convolution
bangtianliu Aug 6, 2024
6ad4bd9
remove flag for local testing
bangtianliu Aug 6, 2024
1d2f888
clean the code
bangtianliu Aug 6, 2024
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173 changes: 173 additions & 0 deletions tests/e2e/convolution/CMakeLists.txt
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Original file line number Diff line number Diff line change
Expand Up @@ -323,3 +323,176 @@ iree_generated_e2e_runner_test(
)

### BAZEL_TO_CMAKE_PRESERVES_ALL_CONTENT_BELOW_THIS_LINE ###

# To distinguish between CDNA(gfx9) and RDNA3(gfx11)
if(IREE_HIP_TEST_TARGET_CHIP MATCHES "^gfx9")

unset(IREE_HIP_TEST_COMPILER_FLAGS)
list(APPEND IREE_HIP_TEST_COMPILER_FLAGS
"--iree-rocm-target-chip=${IREE_HIP_TEST_TARGET_CHIP}"
)
Comment on lines 325 to +333
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FYI I made it possible for some of this logic to be handled in the BUILD.bazel file in #17843. I didn't look specifically at folders like tests/e2e/matmul though. Generally speaking, while still using Bazel and CMake for tests, we should avoid using the BAZEL_TO_CMAKE_PRESERVES_ALL_CONTENT_BELOW_THIS_LINE escape hatch if possible.


iree_generated_e2e_runner_test(
NAME
e2e_conv2d_rocm_f16_f16_f32_large_cdna3
TEST_TYPE
conv2d
GENERATOR
"generate_e2e_conv2d_tests.py"
GENERATOR_ARGS
"--input_type=f16"
"--input_layout=nhwc"
"--kernel_type=f16"
"--kernel_layout=hwcf"
"--acc_type=f32"
"--shapes=gpu_large"
"--compilation_info=LLVMGPUVectorDistributeMFMA"
TEST_RUNNER
iree_tools_testing_e2e_iree-e2e-conv2d-test
TARGET_BACKENDS
"rocm"
DRIVERS
"hip"
COMPILER_FLAGS
${IREE_HIP_TEST_COMPILER_FLAGS}
LABELS
"noasan"
"nomsan"
"notsan"
"noubsan"
"requires-gpu-cdna3"
)

iree_generated_e2e_runner_test(
NAME
e2e_conv2d_rocm_f16_f16_f32_large_gpu_vectorize_cdna3
TEST_TYPE
conv2d
GENERATOR
"generate_e2e_conv2d_tests.py"
GENERATOR_ARGS
"--input_type=f16"
"--input_layout=nhwc"
"--kernel_type=f16"
"--kernel_layout=hwcf"
"--acc_type=f32"
"--shapes=gpu_large"
"--compilation_info=LLVMGPUVectorizeCDNA"
TEST_RUNNER
iree_tools_testing_e2e_iree-e2e-conv2d-test
TARGET_BACKENDS
"rocm"
DRIVERS
"hip"
COMPILER_FLAGS
${IREE_HIP_TEST_COMPILER_FLAGS}
LABELS
"noasan"
"nomsan"
"notsan"
"noubsan"
"requires-gpu-cdna3"
)

iree_generated_e2e_runner_test(
NAME
e2e_conv2d_rocm_nchw_f16_f16_f32_large_gpu_vectorize_cdna3
TEST_TYPE
conv2d
GENERATOR
"generate_e2e_conv2d_tests.py"
GENERATOR_ARGS
"--input_type=f16"
"--input_layout=nchw"
"--kernel_type=f16"
"--kernel_layout=fchw"
"--acc_type=f32"
"--shapes=gpu_large"
"--compilation_info=LLVMGPUVectorizeCDNA"
TEST_RUNNER
iree_tools_testing_e2e_iree-e2e-conv2d-test
TARGET_BACKENDS
"rocm"
DRIVERS
"hip"
COMPILER_FLAGS
${IREE_HIP_TEST_COMPILER_FLAGS}
LABELS
"noasan"
"nomsan"
"notsan"
"noubsan"
"requires-gpu-cdna3"
)


iree_generated_e2e_runner_test(
NAME
e2e_conv2d_rocm_i8_large_cdna3
TEST_TYPE
conv2d
GENERATOR
"generate_e2e_conv2d_tests.py"
GENERATOR_ARGS
"--input_type=i8"
"--input_layout=nhwc"
"--kernel_type=i8"
"--kernel_layout=hwcf"
"--acc_type=i32"
"--shapes=gpu_large"
"--compilation_info=LLVMGPUVectorDistributeMFMA"
TEST_RUNNER
iree_tools_testing_e2e_iree-e2e-conv2d-test
TARGET_BACKENDS
"rocm"
DRIVERS
"hip"
COMPILER_FLAGS
${IREE_HIP_TEST_COMPILER_FLAGS}
LABELS
"noasan"
"nomsan"
"notsan"
"noubsan"
"requires-gpu-cdna3"
)

elseif(IREE_HIP_TEST_TARGET_CHIP MATCHES "^gfx11")

unset(IREE_HIP_TEST_COMPILER_FLAGS)
list(APPEND IREE_HIP_TEST_COMPILER_FLAGS
"--iree-rocm-target-chip=${IREE_HIP_TEST_TARGET_CHIP}"
)

iree_generated_e2e_runner_test(
NAME
e2e_conv2d_rocm_f16_f16_f32_large_cdna3
TEST_TYPE
conv2d
GENERATOR
"generate_e2e_conv2d_tests.py"
GENERATOR_ARGS
"--input_type=f16"
"--input_layout=nhwc"
"--kernel_type=f16"
"--kernel_layout=hwcf"
"--acc_type=f32"
"--shapes=gpu_large"
"--compilation_info=LLVMGPUVectorDistributeWMMA"
TEST_RUNNER
iree_tools_testing_e2e_iree-e2e-conv2d-test
TARGET_BACKENDS
"rocm"
DRIVERS
"hip"
COMPILER_FLAGS
${IREE_HIP_TEST_COMPILER_FLAGS}
LABELS
"noasan"
"nomsan"
"notsan"
"noubsan"
"requires-gpu-rdna3"
)

endif()
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