Skip to content

[DeepLearning/Models] Models' benchmarks in LLVM 21.0.0 Git. #177

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Open
WuXintong123 wants to merge 1 commit into
base: v-snack
Choose a base branch
from
Open

[DeepLearning/Models] Models' benchmarks in LLVM 21.0.0 Git. #177

Show file tree
Hide file tree
Changes from all commits
Commits
Show all changes
1 commit
Select commit
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
38 changes: 15 additions & 23 deletions benchmarks/DeepLearning/Models/Bert/CMakeLists.txt
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -18,13 +18,12 @@ add_custom_command(
${LLVM_MLIR_BINARY_DIR}/mlir-opt
-pass-pipeline
"builtin.module(func.func(tosa-to-linalg-named, tosa-to-linalg, tosa-to-tensor, tosa-to-arith), \
empty-tensor-to-alloc-tensor, convert-elementwise-to-linalg, arith-bufferize, \
func.func(linalg-bufferize, tensor-bufferize), func-bufferize)" |
empty-tensor-to-alloc-tensor, convert-elementwise-to-linalg)" |
${LLVM_MLIR_BINARY_DIR}/mlir-opt
-pass-pipeline
"builtin.module(func.func(buffer-deallocation-simplification, convert-linalg-to-loops), \
eliminate-empty-tensors, func.func(llvm-request-c-wrappers), \
convert-math-to-llvm, convert-math-to-libm, convert-scf-to-cf, \
convert-math-to-llvm, convert-math-to-libm, convert-scf-to-cf, convert-cf-to-llvm, \
convert-arith-to-llvm, expand-strided-metadata, finalize-memref-to-llvm, \
convert-func-to-llvm, reconcile-unrealized-casts)" |
${LLVM_MLIR_BINARY_DIR}/mlir-translate -mlir-to-llvmir -o forward_auto_vectorization.ll
Expand All @@ -43,25 +42,21 @@ add_custom_command(
cat ${CMAKE_CURRENT_SOURCE_DIR}/subgraph0.mlir |
sed -e {s/@subgraph0/@subgraph0_auto_vectorization/} |
${BUDDY_MLIR_BINARY_DIR}/buddy-opt
-pass-pipeline "builtin.module(func.func(tosa-to-linalg-named, tosa-to-linalg, tosa-to-tensor, tosa-to-arith), empty-tensor-to-alloc-tensor, convert-elementwise-to-linalg, func-bufferize-dynamic-offset, arith-bufferize, func.func(linalg-bufferize, tensor-bufferize))" |
-pass-pipeline "builtin.module(func.func(tosa-to-linalg-named, tosa-to-linalg, tosa-to-tensor, tosa-to-arith), empty-tensor-to-alloc-tensor, convert-elementwise-to-linalg)" |
${BUDDY_MLIR_BINARY_DIR}/buddy-opt
-convert-elementwise-to-linalg
-func-bufferize-dynamic-offset
-arith-bufferize
-func-bufferize
-tensor-bufferize
-linalg-bufferize
-finalizing-bufferize
-one-shot-bufferize="bufferize-function-boundaries"
-convert-linalg-to-loops
-lower-affine
-convert-scf-to-cf
-convert-cf-to-llvm
-llvm-request-c-wrappers
-convert-math-to-llvm
-convert-math-to-libm
-convert-arith-to-llvm
-convert-func-to-llvm
-expand-strided-metadata
-lower-affine
-finalize-memref-to-llvm
-convert-arith-to-llvm
-reconcile-unrealized-casts |
${LLVM_MLIR_BINARY_DIR}/mlir-translate -mlir-to-llvmir -o subgraph0_auto_vectorization.ll
COMMAND
Expand All @@ -83,13 +78,12 @@ add_custom_command(
${LLVM_MLIR_BINARY_DIR}/mlir-opt
-pass-pipeline
"builtin.module(func.func(tosa-to-linalg-named, tosa-to-linalg, tosa-to-tensor, tosa-to-arith), \
empty-tensor-to-alloc-tensor, convert-elementwise-to-linalg, arith-bufferize, \
func.func(linalg-bufferize, tensor-bufferize), func-bufferize)" |
empty-tensor-to-alloc-tensor, convert-elementwise-to-linalg)" |
${LLVM_MLIR_BINARY_DIR}/mlir-opt
-pass-pipeline
"builtin.module(func.func(buffer-deallocation-simplification, convert-linalg-to-loops), \
eliminate-empty-tensors, func.func(llvm-request-c-wrappers), \
convert-math-to-llvm, convert-math-to-libm, convert-scf-to-cf, \
convert-math-to-llvm, convert-math-to-libm, convert-scf-to-cf, convert-cf-to-llvm, \
convert-arith-to-llvm, expand-strided-metadata, finalize-memref-to-llvm, \
convert-func-to-llvm, reconcile-unrealized-casts)" |
${LLVM_MLIR_BINARY_DIR}/mlir-translate -mlir-to-llvmir -o forward_buddy_vectorization.ll
Expand All @@ -107,28 +101,26 @@ add_custom_command(
cat ${CMAKE_CURRENT_SOURCE_DIR}/subgraph0.mlir |
sed -e {s/@subgraph0/@subgraph0_buddy_vectorization/} |
${BUDDY_MLIR_BINARY_DIR}/buddy-opt
-pass-pipeline "builtin.module(func.func(tosa-to-linalg-named, tosa-to-linalg, tosa-to-tensor, tosa-to-arith), empty-tensor-to-alloc-tensor, convert-elementwise-to-linalg, func-bufferize-dynamic-offset, arith-bufferize, func.func(linalg-bufferize, tensor-bufferize))" |
-pass-pipeline "builtin.module(func.func(tosa-to-linalg-named, tosa-to-linalg, tosa-to-tensor, tosa-to-arith), empty-tensor-to-alloc-tensor, convert-elementwise-to-linalg)" |
${BUDDY_MLIR_BINARY_DIR}/buddy-opt
-convert-elementwise-to-linalg
-func-bufferize-dynamic-offset
-arith-bufferize
-func-bufferize
-tensor-bufferize
-linalg-bufferize
-finalizing-bufferize
-arith-expand
-one-shot-bufferize="bufferize-function-boundaries"
-batchmatmul-optimize
-convert-linalg-to-affine-loops
-lower-affine
-convert-vector-to-scf
-convert-scf-to-cf
-convert-cf-to-llvm
-llvm-request-c-wrappers
-convert-vector-to-llvm
-convert-math-to-llvm
-convert-math-to-libm
-convert-arith-to-llvm
-convert-func-to-llvm
-expand-strided-metadata
-lower-affine
-finalize-memref-to-llvm
-convert-arith-to-llvm
-reconcile-unrealized-casts |
${LLVM_MLIR_BINARY_DIR}/mlir-translate -mlir-to-llvmir -o subgraph0_buddy_vectorization.ll
COMMAND
Expand Down
80 changes: 37 additions & 43 deletions benchmarks/DeepLearning/Models/LeNet/CMakeLists.txt
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -18,8 +18,7 @@ add_custom_command(
${BUDDY_MLIR_BINARY_DIR}/buddy-opt
-pass-pipeline
"builtin.module(func.func(tosa-to-linalg-named, tosa-to-linalg, tosa-to-tensor, tosa-to-arith), \
empty-tensor-to-alloc-tensor, convert-elementwise-to-linalg, arith-bufferize, \
func.func(linalg-bufferize, tensor-bufferize), func-bufferize)" |
empty-tensor-to-alloc-tensor, convert-elementwise-to-linalg)" |
${BUDDY_MLIR_BINARY_DIR}/buddy-opt
-pass-pipeline
"builtin.module(func.func(buffer-deallocation-simplification, convert-linalg-to-loops), \
Expand Down Expand Up @@ -47,24 +46,23 @@ add_custom_command(
-pass-pipeline
"builtin.module(func.func(tosa-to-linalg-named, tosa-to-arith, tosa-to-linalg, tosa-to-tensor))" |
${BUDDY_MLIR_BINARY_DIR}/buddy-opt
-convert-elementwise-to-linalg
-func-bufferize-dynamic-offset
-arith-bufferize
-func-bufferize
-tensor-bufferize
-linalg-bufferize
-finalizing-bufferize
-convert-linalg-to-loops
-lower-affine
-convert-scf-to-cf
-llvm-request-c-wrappers
-convert-math-to-llvm
-convert-math-to-libm
-convert-arith-to-llvm
-convert-func-to-llvm
-expand-strided-metadata
-finalize-memref-to-llvm
-reconcile-unrealized-casts |
-eliminate-empty-tensors
-convert-tensor-to-linalg
-one-shot-bufferize="bufferize-function-boundaries"
-convert-linalg-to-affine-loops
-func-bufferize-dynamic-offset
-convert-vector-to-scf
-expand-strided-metadata
-lower-affine
-convert-vector-to-llvm
-convert-arith-to-llvm
-finalize-memref-to-llvm
-convert-scf-to-cf
-convert-cf-to-llvm
-llvm-request-c-wrappers
-convert-arith-to-llvm
-convert-func-to-llvm
-reconcile-unrealized-casts |
${LLVM_MLIR_BINARY_DIR}/mlir-translate -mlir-to-llvmir -o subgraph0_auto_vectorization.ll
COMMAND
${LLVM_MLIR_BINARY_DIR}/clang -O3 ${CLANG_FLAGS_LIST} subgraph0_auto_vectorization.ll
Expand All @@ -85,8 +83,7 @@ add_custom_command(
${BUDDY_MLIR_BINARY_DIR}/buddy-opt
-pass-pipeline
"builtin.module(func.func(tosa-to-linalg-named, tosa-to-linalg, tosa-to-tensor, tosa-to-arith), \
empty-tensor-to-alloc-tensor, convert-elementwise-to-linalg, arith-bufferize, \
func.func(linalg-bufferize, tensor-bufferize), func-bufferize)" |
empty-tensor-to-alloc-tensor, convert-elementwise-to-linalg)" |
${BUDDY_MLIR_BINARY_DIR}/buddy-opt
-pass-pipeline
"builtin.module(func.func(buffer-deallocation-simplification, convert-linalg-to-loops), \
Expand All @@ -113,27 +110,24 @@ add_custom_command(
-pass-pipeline
"builtin.module(func.func(tosa-to-linalg-named, tosa-to-arith, tosa-to-linalg, tosa-to-tensor))" |
${BUDDY_MLIR_BINARY_DIR}/buddy-opt
-convert-elementwise-to-linalg
-func-bufferize-dynamic-offset
-arith-bufferize
-func-bufferize
-tensor-bufferize
-linalg-bufferize
-finalizing-bufferize
-batchmatmul-optimize
-convert-linalg-to-affine-loops
-lower-affine
-convert-vector-to-scf
-convert-scf-to-cf
-llvm-request-c-wrappers
-convert-vector-to-llvm
-convert-math-to-llvm
-convert-math-to-libm
-convert-arith-to-llvm
-convert-func-to-llvm
-expand-strided-metadata
-finalize-memref-to-llvm
-reconcile-unrealized-casts |
-eliminate-empty-tensors
-convert-tensor-to-linalg
-one-shot-bufferize="bufferize-function-boundaries"
-batchmatmul-optimize
-convert-linalg-to-affine-loops
-func-bufferize-dynamic-offset
-convert-vector-to-scf
-expand-strided-metadata
-lower-affine
-convert-vector-to-llvm
-convert-arith-to-llvm
-finalize-memref-to-llvm
-convert-scf-to-cf
-convert-cf-to-llvm
-llvm-request-c-wrappers
-convert-arith-to-llvm
-convert-func-to-llvm
-reconcile-unrealized-casts |
${LLVM_MLIR_BINARY_DIR}/mlir-translate -mlir-to-llvmir -o subgraph0_buddy_vectorization.ll
COMMAND ${LLVM_MLIR_BINARY_DIR}/clang -O3 ${CLANG_FLAGS_LIST} subgraph0_buddy_vectorization.ll
-c -save-temps -o ${CMAKE_CURRENT_BINARY_DIR}/subgraph0_buddy_vectorization.o
Expand Down
18 changes: 6 additions & 12 deletions benchmarks/DeepLearning/Models/MobileNet-V3/CMakeLists.txt
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -59,18 +59,15 @@ add_custom_command(
-linalg-named-op-conversion
-convert-math-to-llvm
-convert-math-to-libm
-one-shot-bufferize
-one-shot-bufferize="bufferize-function-boundaries"
-convert-linalg-to-affine-loops
-lower-affine
-func-bufferize
-tensor-bufferize
-arith-bufferize
-finalizing-bufferize
-convert-vector-to-scf
-expand-strided-metadata
-lower-affine
-convert-vector-to-llvm
-finalize-memref-to-llvm
-convert-scf-to-cf
-convert-cf-to-llvm
-llvm-request-c-wrappers
-convert-arith-to-llvm
-convert-func-to-llvm
Expand Down Expand Up @@ -132,20 +129,17 @@ add_custom_command(
-linalg-named-op-conversion
-convert-math-to-llvm
-convert-math-to-libm
-one-shot-bufferize
-one-shot-bufferize="bufferize-function-boundaries"
-conv-nhwc-fhwc-optimize # conv-nhwc-fhwc optimization
-depthwise-conv-nhwc-hwc-optimize # depthwise-conv-nhwc-hwc optimization
-convert-linalg-to-affine-loops
-lower-affine
-func-bufferize
-tensor-bufferize
-arith-bufferize
-finalizing-bufferize
-convert-vector-to-scf
-expand-strided-metadata
-lower-affine
-convert-vector-to-llvm
-finalize-memref-to-llvm
-convert-scf-to-cf
-convert-cf-to-llvm
-llvm-request-c-wrappers
-convert-arith-to-llvm
-convert-func-to-llvm
Expand Down
35 changes: 13 additions & 22 deletions benchmarks/DeepLearning/Models/Resnet18/CMakeLists.txt
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -18,13 +18,12 @@ add_custom_command(
${LLVM_MLIR_BINARY_DIR}/mlir-opt
-pass-pipeline
"builtin.module(func.func(tosa-to-linalg-named, tosa-to-linalg, tosa-to-tensor, tosa-to-arith), \
empty-tensor-to-alloc-tensor, convert-elementwise-to-linalg, arith-bufferize, \
func.func(linalg-bufferize, tensor-bufferize), func-bufferize)" |
empty-tensor-to-alloc-tensor, convert-elementwise-to-linalg)" |
${LLVM_MLIR_BINARY_DIR}/mlir-opt
-pass-pipeline
"builtin.module(func.func(buffer-deallocation-simplification, convert-linalg-to-loops), \
eliminate-empty-tensors, func.func(llvm-request-c-wrappers), \
convert-math-to-llvm, convert-math-to-libm, convert-scf-to-cf, \
convert-math-to-llvm, convert-math-to-libm, convert-scf-to-cf, convert-cf-to-llvm, \
convert-arith-to-llvm, expand-strided-metadata, finalize-memref-to-llvm, \
convert-func-to-llvm, reconcile-unrealized-casts)" |
${LLVM_MLIR_BINARY_DIR}/mlir-translate -mlir-to-llvmir -o forward_auto_vectorization.ll
Expand All @@ -47,21 +46,18 @@ add_custom_command(
"builtin.module(func.func(tosa-to-linalg-named),func.func(tosa-to-linalg),func.func(tosa-to-tensor),func.func(tosa-to-arith))" |
${BUDDY_MLIR_BINARY_DIR}/buddy-opt
-convert-elementwise-to-linalg
-one-shot-bufferize="bufferize-function-boundaries"
-func-bufferize-dynamic-offset
-arith-bufferize
-func-bufferize
-tensor-bufferize
-linalg-bufferize
-finalizing-bufferize
-convert-linalg-to-loops
-lower-affine
-convert-scf-to-cf
-convert-cf-to-llvm
-expand-strided-metadata
-lower-affine
-llvm-request-c-wrappers
-convert-arith-to-llvm
-convert-math-to-llvm
-convert-math-to-libm
-convert-arith-to-llvm
-convert-func-to-llvm
-expand-strided-metadata
-finalize-memref-to-llvm
-reconcile-unrealized-casts |
${LLVM_MLIR_BINARY_DIR}/mlir-translate -mlir-to-llvmir -o subgraph0_auto_vectorization.ll
Expand All @@ -84,13 +80,12 @@ add_custom_command(
${LLVM_MLIR_BINARY_DIR}/mlir-opt
-pass-pipeline
"builtin.module(func.func(tosa-to-linalg-named, tosa-to-linalg, tosa-to-tensor, tosa-to-arith), \
empty-tensor-to-alloc-tensor, convert-elementwise-to-linalg, arith-bufferize, \
func.func(linalg-bufferize, tensor-bufferize), func-bufferize)" |
empty-tensor-to-alloc-tensor, convert-elementwise-to-linalg)" |
${LLVM_MLIR_BINARY_DIR}/mlir-opt
-pass-pipeline
"builtin.module(func.func(buffer-deallocation-simplification, convert-linalg-to-loops), \
eliminate-empty-tensors, func.func(llvm-request-c-wrappers), \
convert-math-to-llvm, convert-math-to-libm, convert-scf-to-cf, \
convert-math-to-llvm, convert-math-to-libm, convert-scf-to-cf, convert-cf-to-llvm,\
convert-arith-to-llvm, expand-strided-metadata, finalize-memref-to-llvm, \
convert-func-to-llvm, reconcile-unrealized-casts)" |
${LLVM_MLIR_BINARY_DIR}/mlir-translate -mlir-to-llvmir -o forward_buddy_vectorization.ll
Expand All @@ -113,24 +108,20 @@ add_custom_command(
"builtin.module(func.func(tosa-to-linalg-named),func.func(tosa-to-linalg),func.func(tosa-to-tensor),func.func(tosa-to-arith))" |
${BUDDY_MLIR_BINARY_DIR}/buddy-opt
-convert-elementwise-to-linalg
-func-bufferize-dynamic-offset
-arith-bufferize
-func-bufferize
-tensor-bufferize
-linalg-bufferize
-finalizing-bufferize
-one-shot-bufferize="bufferize-function-boundaries"
-batchmatmul-optimize
-convert-linalg-to-affine-loops
-expand-strided-metadata
-lower-affine
-convert-vector-to-scf
-convert-scf-to-cf
-convert-cf-to-llvm
-llvm-request-c-wrappers
-convert-vector-to-llvm
-convert-arith-to-llvm
-convert-math-to-llvm
-convert-math-to-libm
-convert-arith-to-llvm
-convert-func-to-llvm
-expand-strided-metadata
-finalize-memref-to-llvm
-reconcile-unrealized-casts |
${LLVM_MLIR_BINARY_DIR}/mlir-translate -mlir-to-llvmir -o subgraph0_buddy_vectorization.ll
Expand Down
Loading