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Add a new benchmark and document steps: Add a new unaligned matmul test that will exercise failsafes to avoid bad configurations #14052

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merged 6 commits into from
Jun 12, 2023
Merged

Add a new benchmark and document steps: Add a new unaligned matmul test that will exercise failsafes to avoid bad configurations #14052

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b557a44
Add a new unaligned matmul test that will exercise failsafes to avoid…
nicolasvasilache Jun 12, 2023
a3a1c83
Step 3. generate UUID and plug build_tools/python/e2e_test_framework/…
nicolasvasilache Jun 12, 2023
59a2109
Step 5. Add entry to matmul.py
nicolasvasilache Jun 12, 2023
bd62eac
Step 8. Run build_tools/scripts/generate_cmake_files.sh
nicolasvasilache Jun 12, 2023
5cfd16c
[DoNotCommit] Put the mlir bytecode file somewhere
nicolasvasilache Jun 12, 2023
70ef05b
Revert "[DoNotCommit] Put the mlir bytecode file somewhere"
nicolasvasilache Jun 12, 2023
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10 changes: 10 additions & 0 deletions build_tools/python/e2e_test_framework/models/matmul.py
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Expand Up @@ -97,3 +97,13 @@
"https://storage.googleapis.com/iree-model-artifacts/microbenchmarks/matmul/20230525_1685058259/matmul_2562x2561x2561_f32t_f32t_f32t_tile_config_default.mlirbc",
entry_function="matmul_2562x2561x2561_f32t_f32t_f32t_tile_config_default",
input_types=["2562x2561xf32", "2561x2561xf32", "2562x2561xf32"])

MATMUL_123x2561x2561_FP32_MLIR = common_definitions.Model(
id=unique_ids.MICRO_MATMUL_123x2561x2561_FP32_MLIR,
name="matmul_123x2561x2561_f32t_f32t_f32t_tile_config_default",
tags=["fp32", "ubench", "matmul"],
source_type=common_definitions.ModelSourceType.EXPORTED_LINALG_MLIR,
source_url=
"https://storage.googleapis.com/iree-model-artifacts/microbenchmarks/matmul/20230612_1686563210/matmul_123x2561x2561_f32t_f32t_f32t_tile_config_default.mlirbc",
entry_function="matmul_123x2561x2561_f32t_f32t_f32t_tile_config_default",
input_types=["123x2561xf32", "2561x2561xf32", "123x2561xf32"])
1 change: 1 addition & 0 deletions build_tools/python/e2e_test_framework/models/model_groups.py
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Expand Up @@ -127,6 +127,7 @@
matmul.MATMUL_2564x2564x2564_FP32_MLIR,
matmul.MATMUL_2562x2564x2562_FP32_MLIR,
matmul.MATMUL_2562x2561x2561_FP32_MLIR,
matmul.MATMUL_123x2561x2561_FP32_MLIR,
]

MICRO_MATMUL_SPLITK = [
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1 change: 1 addition & 0 deletions build_tools/python/e2e_test_framework/unique_ids.py
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Expand Up @@ -125,6 +125,7 @@ def hash_composite_id(keys: Sequence[str]) -> str:
MICRO_MATMUL_2564x2564x2564_FP32_MLIR = "4e75ff72-f807-49f6-b740-febca1794334"
MICRO_MATMUL_2562x2564x2562_FP32_MLIR = "8d6be288-9b88-41bd-bc5a-5644df0481bb"
MICRO_MATMUL_2562x2561x2561_FP32_MLIR = "0a3d952b-41ca-43d2-9ec3-ccb8dde20ce3"
MICRO_MATMUL_123x2561x2561_FP32_MLIR = "9b81a2f5-bab2-4f6f-b8b5-13cc4b3e9413"

# Model input data
MODEL_INPUT_DATA_ZEROS = "8d4a034e-944d-4725-8402-d6f6e61be93c"
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7 changes: 7 additions & 0 deletions tests/e2e/test_artifacts/generated_e2e_test_fetch_models.cmake
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Expand Up @@ -264,6 +264,13 @@ iree_fetch_artifact(
UNPACK
)

iree_fetch_artifact(
NAME "model-9b81a2f5-bab2-4f6f-b8b5-13cc4b3e9413"
SOURCE_URL "https://storage.googleapis.com/iree-model-artifacts/microbenchmarks/matmul/20230612_1686563210/matmul_123x2561x2561_f32t_f32t_f32t_tile_config_default.mlirbc"
OUTPUT "${ROOT_ARTIFACTS_DIR}/model_9b81a2f5-bab2-4f6f-b8b5-13cc4b3e9413_matmul_123x2561x2561_f32t_f32t_f32t_tile_config_default.mlirbc"
UNPACK
)

iree_fetch_artifact(
NAME "model-699fd533-02a9-49f0-bf26-1902d8dbb5af"
SOURCE_URL "https://storage.googleapis.com/iree-model-artifacts/microbenchmarks/matmul/20230410_1681181224/matmul_128x256x8192_f16t_f16t_f16t_tile_config_default.mlirbc"
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33 changes: 33 additions & 0 deletions tests/e2e/test_artifacts/generated_e2e_test_iree_artifacts.cmake
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Expand Up @@ -815,6 +815,19 @@ iree_bytecode_module(
PUBLIC
)

iree_bytecode_module(
NAME "iree-module-bd985950d72dbe45dfcaa1bf4e0a438621642c077226cb42242ec091f8d37b0f"
SRC "${ROOT_ARTIFACTS_DIR}/model_9b81a2f5-bab2-4f6f-b8b5-13cc4b3e9413_matmul_123x2561x2561_f32t_f32t_f32t_tile_config_default.mlirbc"
MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_matmul_123x2561x2561_f32t_f32t_f32t_tile_config_default_module_bd985950d72dbe45dfcaa1bf4e0a438621642c077226cb42242ec091f8d37b0f/module.vmfb"
FLAGS
"--iree-hal-target-backends=cuda"
"--iree-input-type=none"
"--iree-hal-cuda-llvm-target-arch=sm_80"
"--iree-hal-benchmark-dispatch-repeat-count=100"
FRIENDLY_NAME "matmul_123x2561x2561_f32t_f32t_f32t_tile_config_default(linalg) [cuda-sm_80-linux_gnu-cuda][ukernel,matmul]"
PUBLIC
)

iree_bytecode_module(
NAME "iree-module-e6503d42c202eff85bcddb53e9869017943e756af09bfe2c05ffc27844ac77e9"
SRC "${ROOT_ARTIFACTS_DIR}/model_699fd533-02a9-49f0-bf26-1902d8dbb5af_matmul_128x256x8192_f16t_tile_config_default.mlirbc"
Expand Down Expand Up @@ -3745,6 +3758,23 @@ iree_bytecode_module(
PUBLIC
)

iree_bytecode_module(
NAME "iree-module-4d3bfb94dfe03a269350ad28fb9b1fa8db8c88ff19e2535cef09aafdbdfd83f5"
SRC "${ROOT_ARTIFACTS_DIR}/model_9b81a2f5-bab2-4f6f-b8b5-13cc4b3e9413_matmul_123x2561x2561_f32t_f32t_f32t_tile_config_default.mlirbc"
MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_matmul_123x2561x2561_f32t_f32t_f32t_tile_config_default_module_4d3bfb94dfe03a269350ad28fb9b1fa8db8c88ff19e2535cef09aafdbdfd83f5/module.vmfb"
FLAGS
"--iree-hal-target-backends=cuda"
"--iree-input-type=none"
"--iree-hal-cuda-llvm-target-arch=sm_80"
"--iree-hal-benchmark-dispatch-repeat-count=100"
"--iree-vm-emit-polyglot-zip=true"
"--iree-llvmcpu-debug-symbols=false"
"--iree-scheduling-dump-statistics-format=json"
"--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_matmul_123x2561x2561_f32t_f32t_f32t_tile_config_default_module_4d3bfb94dfe03a269350ad28fb9b1fa8db8c88ff19e2535cef09aafdbdfd83f5/scheduling_stats.json"
FRIENDLY_NAME "matmul_123x2561x2561_f32t_f32t_f32t_tile_config_default(linalg) [cuda-sm_80-linux_gnu-cuda][ukernel,matmul,compile-stats]"
PUBLIC
)

iree_bytecode_module(
NAME "iree-module-371a68ee85e41abf2d2a2847fe6c9f85fdc51f76516d74e3576b9d72670c1a0b"
SRC "${ROOT_ARTIFACTS_DIR}/model_699fd533-02a9-49f0-bf26-1902d8dbb5af_matmul_128x256x8192_f16t_tile_config_default.mlirbc"
Expand Down Expand Up @@ -6336,6 +6366,7 @@ add_dependencies(iree-benchmark-import-models
${PACKAGE_NAME}_model-8871f602-571c-4eb8-b94d-554cc8ceec5a
${PACKAGE_NAME}_model-8d6be288-9b88-41bd-bc5a-5644df0481bb
${PACKAGE_NAME}_model-9a9515c7-cb68-4c34-b1d2-0e8c0a3620b8
${PACKAGE_NAME}_model-9b81a2f5-bab2-4f6f-b8b5-13cc4b3e9413
${PACKAGE_NAME}_model-a55afe1c-9410-47a6-b417-04b0d75ee5f4
${PACKAGE_NAME}_model-a6c2b812-0a71-45e7-9ea5-f3d8529213ef
${PACKAGE_NAME}_model-c1be9a9d-64c3-4d88-8551-89a8b4f305ba-batch-1
Expand Down Expand Up @@ -6439,6 +6470,7 @@ add_dependencies(iree-benchmark-suites
${PACKAGE_NAME}_iree-module-baec9d4086496a94853f349354f87acb8397bf36169134d3269d5803888dcf49
${PACKAGE_NAME}_iree-module-bb1cb8e00fd4cee513b2481bd5faf39842ad9c57f80f2e50ddb48763fd030721
${PACKAGE_NAME}_iree-module-bd0ea10065a27dea6875ceb70f769e7e0f67a08e857920ca0d0322593441e9ed
${PACKAGE_NAME}_iree-module-bd985950d72dbe45dfcaa1bf4e0a438621642c077226cb42242ec091f8d37b0f
${PACKAGE_NAME}_iree-module-bdd904cc5614ebf77609c7802a2dfc09f139aee2a247a247d10d320de72b0e28
${PACKAGE_NAME}_iree-module-c0ea83b865fd0c67a3013086ef2250464e2aecfc615a95170ef46128d2e57208
${PACKAGE_NAME}_iree-module-c37bfe2bb995b2703170a890bd81e372b687bed57087b1d8a6d8bb16b91c5ad4
Expand Down Expand Up @@ -6673,6 +6705,7 @@ add_dependencies(iree-e2e-compile-stats-suites
${PACKAGE_NAME}_iree-module-480b59f233af720e16db8e5da1988a8d69bd61169bf5b5899f425ff98dc0dc19
${PACKAGE_NAME}_iree-module-4a3b570ba18c3c9eee458455aaff4aa29293a5c936a19862c698b4b3ddaf06e7
${PACKAGE_NAME}_iree-module-4c74339076df00d23baa17dcb3194043e0472da9d09db4e42a23841ff7bf67b0
${PACKAGE_NAME}_iree-module-4d3bfb94dfe03a269350ad28fb9b1fa8db8c88ff19e2535cef09aafdbdfd83f5
${PACKAGE_NAME}_iree-module-4ec47dd2b4a43dd434d041d4d9db548076b70cfd63a2fec2971035394954f1d5
${PACKAGE_NAME}_iree-module-4f5ab4bfb26a82d0f83133b9e85585f0c5b97cdb00143de31675158a5a71b457
${PACKAGE_NAME}_iree-module-50567a33e0bd9aa5a32a6f61fca9ef8a70ac4d94313024f2c4ec92d9c543c599
Expand Down
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