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local.sh
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#!/bin/bash
libscuda_path="$(pwd)/libscuda_12_0.so"
server_out_path="$(pwd)/server_12_0.so"
ansi_format() {
case "$1" in
"pass")
echo -e "\e[32m ✓ $2\e[0m"
;;
"fail")
echo -e "\e[31m ✗ $2\e[0m"
;;
"emph")
echo -e "\e[1m$2\e[0m"
;;
*)
echo "$2"
;;
esac
}
#---- lists tests here ----#
test_cuda_available() {
pass_message=$1
fail_message=$2
output=$(LD_PRELOAD="$libscuda_path" python3 -c "import torch; print(torch.cuda.is_available())" | tail -n 1)
if [[ "$output" == "True" ]]; then
ansi_format "pass" "$pass_message"
else
ansi_format "fail" "CUDA is not available. Expected True but got [$output]."
return 1
fi
}
test_tensor_to_cuda() {
output=$(LD_PRELOAD="$libscuda_path" python3 -c "
import torch
print('Creating a tensor...')
tensor = torch.zeros(10, 10)
print('Moving tensor to CUDA...')
tensor = tensor.to('cuda:0')
print('Tensor successfully moved to CUDA')
" | tail -n 1)
if [[ "$output" == "Tensor successfully moved to CUDA" ]]; then
ansi_format "pass" "$pass_message"
else
ansi_format "fail" "Tensor failed. Got [$output]."
return 1
fi
}
test_tensor_to_cuda_to_cpu() {
output=$(LD_PRELOAD="$libscuda_path" python3 -c "
import torch
print('Creating a tensor...')
tensor = torch.full((10, 10), 5)
print('Tensor created on CPU:')
print(tensor)
print('Moving tensor to CUDA...')
tensor_cuda = tensor.to('cuda:0')
print('Tensor successfully moved to CUDA')
print('Moving tensor back to CPU...')
tensor_cpu = tensor_cuda.to('cpu')
print('Tensor successfully moved back to CPU:')
" | tail -n 1)
if [[ "$output" == "Tensor successfully moved back to CPU:" ]]; then
ansi_format "pass" "$pass_message"
else
ansi_format "fail" "Tensor failed. Got [$output]."
return 1
fi
}
test_vector_add() {
output=$(LD_PRELOAD="$libscuda_path" ./vector.o | tail -n 1)
if [[ "$output" == "PASSED" ]]; then
ansi_format "pass" "$pass_message"
else
ansi_format "fail" "vector_add failed. Got [$output]."
return 1
fi
}
test_cudnn() {
output=$(LD_PRELOAD="$libscuda_path" ./cudnn.o | tail -n 1)
if [[ "$output" == "New array: 0.5 0.731059 0.880797 0.952574 0.982014 0.993307 0.997527 0.999089 0.999665 0.999877 " ]]; then
ansi_format "pass" "$pass_message"
else
ansi_format "fail" "test_cudnn failed. Got [$output]."
return 1
fi
}
test_cublas_batched() {
output=$(LD_PRELOAD="$libscuda_path" ./cublas_batched.o | tail -n 5)
expected_output=$'=====\nC[1]\n111.00 122.00\n151.00 166.00\n====='
# trim ugly output from the file
output=$(echo "$output" | sed 's/^[[:space:]]*//;s/[[:space:]]*$//')
expected_output=$(echo "$expected_output" | sed 's/^[[:space:]]*//;s/[[:space:]]*$//')
if [[ "$output" == "$expected_output" ]]; then
ansi_format "pass" "$pass_message"
else
ansi_format "fail" "test_cublas_batched failed. Got [$output]."
return 1
fi
}
test_unified_mem() {
output=$(LD_PRELOAD="$libscuda_path" ./unified_pointer.o | tail -n 1)
if [[ "$output" == "Max error: 0" ]]; then
ansi_format "pass" "$pass_message"
else
ansi_format "fail" "vector_add failed. Got [$output]."
return 1
fi
}
#---- declare test cases ----#
declare -A test_cuda_avail=(
["function"]="test_cuda_available"
["pass"]="CUDA is available."
)
declare -A test_tensor_to_cuda=(
["function"]="test_tensor_to_cuda"
["pass"]="Tensor moved to CUDA successfully."
)
declare -A test_tensor_to_cuda_to_cpu=(
["function"]="test_tensor_to_cuda_to_cpu"
["pass"]="Tensor successfully moved to CUDA and back to CPU."
)
declare -A test_vector_add=(
["function"]="test_vector_add"
["pass"]="CUDA vector_add example works."
)
declare -A test_cudnn=(
["function"]="test_cudnn"
["pass"]="cuDNN correctly applies sigmoid activation on a tensor."
)
declare -A test_cublas_batched=(
["function"]="test_cublas_batched"
["pass"]="Batched cublas works via test/cublas_batched.cu."
)
declare -A test_unified_mem=(
["function"]="test_unified_mem"
["pass"]="Unified memory works as expected."
)
#---- assign them to our associative array ----#
tests=("test_cuda_avail" "test_tensor_to_cuda" "test_tensor_to_cuda_to_cpu" "test_vector_add" "test_cudnn" "test_cublas_batched" "test_unified_mem")
test() {
set_paths
build_tests
echo "running tests at: $libscuda_path"
echo -e "\n\033[1mRunning test(s)...\033[0m"
for test in "${tests[@]}"; do
func_name=$(eval "echo \${${test}[function]}")
pass_message=$(eval "echo \${${test}[pass]}")
if ! eval "$func_name \"$pass_message\""; then
echo -e "\033[31mTest failed. Exiting...\033[0m"
return 1
fi
done
# if ./test/cuda-samples/bin doesn't exist, exit
if [ ! -d "./test/cuda-samples/bin" ]; then
echo -e "\033[31mCUDA samples not found. Exiting...\033[0m"
return 1
fi
echo -e "\n\033[1mRunning compliance test(s)...\033[0m"
# Path to the directory containing executables
compliance_tests=(
# "./test/cuda-samples/bin/x86_64/linux/release/MC_SingleAsianOptionP"
# "./test/cuda-samples/bin/x86_64/linux/release/asyncAPI"
"./test/cuda-samples/bin/x86_64/linux/release/c++11_cuda"
"./test/cuda-samples/bin/x86_64/linux/release/vectorAdd"
# "./test/cuda-samples/bin/x86_64/linux/release/streamOrderedAllocationIPC"
# "./test/cuda-samples/bin/x86_64/linux/release/cuSolverDn_LinearSolver"
# "./test/cuda-samples/bin/x86_64/linux/release/fastWalshTransform"
# "./test/cuda-samples/bin/x86_64/linux/release/eigenvalues"
# "./test/cuda-samples/bin/x86_64/linux/release/SobolQRNG"
# "./test/cuda-samples/bin/x86_64/linux/release/convolutionFFT2D"
# "./test/cuda-samples/bin/x86_64/linux/release/binaryPartitionCG"
# "./test/cuda-samples/bin/x86_64/linux/release/sortingNetworks"
# "./test/cuda-samples/bin/x86_64/linux/release/inlinePTX"
# "./test/cuda-samples/bin/x86_64/linux/release/simpleCUBLAS_LU"
# "./test/cuda-samples/bin/x86_64/linux/release/simpleAttributes"
# "./test/cuda-samples/bin/x86_64/linux/release/simpleAtomicIntrinsics"
# "./test/cuda-samples/bin/x86_64/linux/release/UnifiedMemoryPerf"
"./test/cuda-samples/bin/x86_64/linux/release/batchCUBLAS"
# "./test/cuda-samples/bin/x86_64/linux/release/MC_EstimatePiInlineP"
# "./test/cuda-samples/bin/x86_64/linux/release/vectorAddMMAP"
# "./test/cuda-samples/bin/x86_64/linux/release/NV12toBGRandResize"
# "./test/cuda-samples/bin/x86_64/linux/release/topologyQuery"
# "./test/cuda-samples/bin/x86_64/linux/release/matrixMulCUBLAS"
# "./test/cuda-samples/bin/x86_64/linux/release/cudaTensorCoreGemm"
"./test/cuda-samples/bin/x86_64/linux/release/simplePrintf"
# "./test/cuda-samples/bin/x86_64/linux/release/p2pBandwidthLatencyTest"
# "./test/cuda-samples/bin/x86_64/linux/release/threadMigration"
# "./test/cuda-samples/bin/x86_64/linux/release/batchedLabelMarkersAndLabelCompressionNPP"
# "./test/cuda-samples/bin/x86_64/linux/release/mergeSort"
# "./test/cuda-samples/bin/x86_64/linux/release/cppOverload"
# "./test/cuda-samples/bin/x86_64/linux/release/simpleLayeredTexture"
# "./test/cuda-samples/bin/x86_64/linux/release/nvJPEG"
# "./test/cuda-samples/bin/x86_64/linux/release/simpleCallback"
# "./test/cuda-samples/bin/x86_64/linux/release/conjugateGradientMultiDeviceCG"
# "./test/cuda-samples/bin/x86_64/linux/release/dwtHaar1D"
# "./test/cuda-samples/bin/x86_64/linux/release/fp16ScalarProduct"
# "./test/cuda-samples/bin/x86_64/linux/release/radixSortThrust"
# "./test/cuda-samples/bin/x86_64/linux/release/cdpSimplePrint"
# "./test/cuda-samples/bin/x86_64/linux/release/cuSolverSp_LinearSolver"
# "./test/cuda-samples/bin/x86_64/linux/release/threadFenceReduction"
# "./test/cuda-samples/bin/x86_64/linux/release/dct8x8"
# "./test/cuda-samples/bin/x86_64/linux/release/scan"
# "./test/cuda-samples/bin/x86_64/linux/release/cudaOpenMP"
# "./test/cuda-samples/bin/x86_64/linux/release/alignedTypes"
# "./test/cuda-samples/bin/x86_64/linux/release/cudaGraphsPerfScaling"
# "./test/cuda-samples/bin/x86_64/linux/release/MersenneTwisterGP11213"
# "./test/cuda-samples/bin/x86_64/linux/release/inlinePTX_nvrtc"
# "./test/cuda-samples/bin/x86_64/linux/release/simpleIPC"
# "./test/cuda-samples/bin/x86_64/linux/release/simpleCUBLAS"
# "./test/cuda-samples/bin/x86_64/linux/release/jacobiCudaGraphs"
# "./test/cuda-samples/bin/x86_64/linux/release/watershedSegmentationNPP"
# "./test/cuda-samples/bin/x86_64/linux/release/streamOrderedAllocation"
# "./test/cuda-samples/bin/x86_64/linux/release/streamOrderedAllocationP2P"
# "./test/cuda-samples/bin/x86_64/linux/release/newdelete"
# "./test/cuda-samples/bin/x86_64/linux/release/clock_nvrtc"
# "./test/cuda-samples/bin/x86_64/linux/release/simpleAssert_nvrtc"
# "./test/cuda-samples/bin/x86_64/linux/release/StreamPriorities"
# "./test/cuda-samples/bin/x86_64/linux/release/simpleVoteIntrinsics"
# "./test/cuda-samples/bin/x86_64/linux/release/shfl_scan"
# "./test/cuda-samples/bin/x86_64/linux/release/simpleMultiGPU"
# "./test/cuda-samples/bin/x86_64/linux/release/MonteCarloMultiGPU"
# "./test/cuda-samples/bin/x86_64/linux/release/dxtc"
# "./test/cuda-samples/bin/x86_64/linux/release/jitLto"
# "./test/cuda-samples/bin/x86_64/linux/release/simpleCUFFT_2d_MGPU"
# "./test/cuda-samples/bin/x86_64/linux/release/libcuhook.so.1"
# "./test/cuda-samples/bin/x86_64/linux/release/simpleTemplates"
# "./test/cuda-samples/bin/x86_64/linux/release/simpleMultiCopy"
# "./test/cuda-samples/bin/x86_64/linux/release/simpleCUBLASXT"
# "./test/cuda-samples/bin/x86_64/linux/release/quasirandomGenerator"
# "./test/cuda-samples/bin/x86_64/linux/release/vectorAddDrv"
# "./test/cuda-samples/bin/x86_64/linux/release/cdpQuadtree"
# "./test/cuda-samples/bin/x86_64/linux/release/reductionMultiBlockCG"
# "./test/cuda-samples/bin/x86_64/linux/release/simplePitchLinearTexture"
# "./test/cuda-samples/bin/x86_64/linux/release/cuSolverSp_LowlevelCholesky"
# "./test/cuda-samples/bin/x86_64/linux/release/reduction"
# "./test/cuda-samples/bin/x86_64/linux/release/cdpBezierTessellation"
# "./test/cuda-samples/bin/x86_64/linux/release/binomialOptions_nvrtc"
# "./test/cuda-samples/bin/x86_64/linux/release/warpAggregatedAtomicsCG"
# "./test/cuda-samples/bin/x86_64/linux/release/HSOpticalFlow"
# "./test/cuda-samples/bin/x86_64/linux/release/simpleTexture"
# "./test/cuda-samples/bin/x86_64/linux/release/concurrentKernels"
# "./test/cuda-samples/bin/x86_64/linux/release/simpleAssert"
# "./test/cuda-samples/bin/x86_64/linux/release/MC_EstimatePiP"
# "./test/cuda-samples/bin/x86_64/linux/release/simpleCUFFT_callback"
# "./test/cuda-samples/bin/x86_64/linux/release/BlackScholes"
# "./test/cuda-samples/bin/x86_64/linux/release/simpleDrvRuntime"
# "./test/cuda-samples/bin/x86_64/linux/release/FDTD3d"
# "./test/cuda-samples/bin/x86_64/linux/release/simpleTextureDrv"
# "./test/cuda-samples/bin/x86_64/linux/release/graphMemoryNodes"
# "./test/cuda-samples/bin/x86_64/linux/release/simpleCubemapTexture"
# "./test/cuda-samples/bin/x86_64/linux/release/matrixMul_nvrtc"
# "./test/cuda-samples/bin/x86_64/linux/release/memMapIPCDrv"
# "./test/cuda-samples/bin/x86_64/linux/release/simpleTemplates_nvrtc"
# "./test/cuda-samples/bin/x86_64/linux/release/quasirandomGenerator_nvrtc"
# "./test/cuda-samples/bin/x86_64/linux/release/graphConditionalNodes"
# "./test/cuda-samples/bin/x86_64/linux/release/simpleAtomicIntrinsics_nvrtc"
# "./test/cuda-samples/bin/x86_64/linux/release/transpose"
# "./test/cuda-samples/bin/x86_64/linux/release/LargeKernelParameter"
# "./test/cuda-samples/bin/x86_64/linux/release/ptxjit"
# "./test/cuda-samples/bin/x86_64/linux/release/convolutionSeparable"
# "./test/cuda-samples/bin/x86_64/linux/release/cuSolverSp_LowlevelQR"
# "./test/cuda-samples/bin/x86_64/linux/release/cppIntegration"
# "./test/cuda-samples/bin/x86_64/linux/release/conjugateGradientMultiBlockCG"
# "./test/cuda-samples/bin/x86_64/linux/release/convolutionTexture"
# "./test/cuda-samples/bin/x86_64/linux/release/simpleVoteIntrinsics_nvrtc"
# "./test/cuda-samples/bin/x86_64/linux/release/MC_EstimatePiInlineQ"
# "./test/cuda-samples/bin/x86_64/linux/release/simpleCudaGraphs"
# "./test/cuda-samples/bin/x86_64/linux/release/MC_EstimatePiQ"
# "./test/cuda-samples/bin/x86_64/linux/release/simpleSurfaceWrite"
# "./test/cuda-samples/bin/x86_64/linux/release/scalarProd"
# "./test/cuda-samples/bin/x86_64/linux/release/cudaCompressibleMemory"
# "./test/cuda-samples/bin/x86_64/linux/release/simpleZeroCopy"
# "./test/cuda-samples/bin/x86_64/linux/release/cdpSimpleQuicksort"
# "./test/cuda-samples/bin/x86_64/linux/release/conjugateGradientUM"
# "./test/cuda-samples/bin/x86_64/linux/release/histogram"
# "./test/cuda-samples/bin/x86_64/linux/release/matrixMulDynlinkJIT"
# "./test/cuda-samples/bin/x86_64/linux/release/simpleStreams"
# "./test/cuda-samples/bin/x86_64/linux/release/UnifiedMemoryStreams"
# "./test/cuda-samples/bin/x86_64/linux/release/immaTensorCoreGemm"
# "./test/cuda-samples/bin/x86_64/linux/release/simpleOccupancy"
# "./test/cuda-samples/bin/x86_64/linux/release/binomialOptions"
# "./test/cuda-samples/bin/x86_64/linux/release/conjugateGradientCudaGraphs"
# "./test/cuda-samples/bin/x86_64/linux/release/simpleSeparateCompilation"
# "./test/cuda-samples/bin/x86_64/linux/release/clock"
# "./test/cuda-samples/bin/x86_64/linux/release/bf16TensorCoreGemm"
# "./test/cuda-samples/bin/x86_64/linux/release/segmentationTreeThrust"
# "./test/cuda-samples/bin/x86_64/linux/release/tf32TensorCoreGemm"
# "./test/cuda-samples/bin/x86_64/linux/release/deviceQueryDrv"
# "./test/cuda-samples/bin/x86_64/linux/release/matrixMul"
# "./test/cuda-samples/bin/x86_64/linux/release/stereoDisparity"
# "./test/cuda-samples/bin/x86_64/linux/release/deviceQuery"
# "./test/cuda-samples/bin/x86_64/linux/release/matrixMulDrv"
# "./test/cuda-samples/bin/x86_64/linux/release/simpleHyperQ"
# "./test/cuda-samples/bin/x86_64/linux/release/simpleCUFFT"
# "./test/cuda-samples/bin/x86_64/linux/release/cdpAdvancedQuicksort"
# "./test/cuda-samples/bin/x86_64/linux/release/systemWideAtomics"
# "./test/cuda-samples/bin/x86_64/linux/release/conjugateGradient"
# "./test/cuda-samples/bin/x86_64/linux/release/simpleCUFFT_MGPU"
# "./test/cuda-samples/bin/x86_64/linux/release/bandwidthTest"
# "./test/cuda-samples/bin/x86_64/linux/release/nvJPEG_encoder"
# "./test/cuda-samples/bin/x86_64/linux/release/conjugateGradientPrecond"
# "./test/cuda-samples/bin/x86_64/linux/release/BlackScholes_nvrtc"
# "./test/cuda-samples/bin/x86_64/linux/release/vectorAdd_nvrtc"
# "./test/cuda-samples/bin/x86_64/linux/release/cuSolverRf"
# "./test/cuda-samples/bin/x86_64/linux/release/dmmaTensorCoreGemm"
# "./test/cuda-samples/bin/x86_64/linux/release/lineOfSight"
# "./test/cuda-samples/bin/x86_64/linux/release/simpleP2P"
# "./test/cuda-samples/bin/x86_64/linux/release/globalToShmemAsyncCopy"
# "./test/cuda-samples/bin/x86_64/linux/release/simpleCooperativeGroups"
# "./test/cuda-samples/bin/x86_64/linux/release/template"
# "./test/cuda-samples/bin/x86_64/linux/release/simpleAWBarrier"
# "./test/cuda-samples/bin/x86_64/linux/release/interval"
# "./test/cuda-samples/bin/x86_64/linux/release/graphMemoryFootprint"
)
for test in "${compliance_tests[@]}"; do
cd "$(dirname "$test")"
# Run the script with a timeout and suppress stdout/stderr
OUTPUT=$(LD_PRELOAD="$libscuda_path" ./$(basename "$test") 2>&1 | tr -d '\0')
RET_CODE=$?
if [[ $RET_CODE -ne 0 ]]; then
# Print the output and error message
echo "Error executing $test:"
echo "$OUTPUT"
echo "$ERROR_MSG"
else
ansi_format "pass" "$test"
fi
cd - > /dev/null
done
}
build_tests() {
echo "building test files..."
nvcc --cudart=shared -lnvidia-ml -lcuda ./test/vector_add.cu -o vector.o
nvcc --cudart=shared -lnvidia-ml -lcuda -lcudnn ./test/cudnn.cu -o cudnn.o
nvcc --cudart=shared -lnvidia-ml -lcuda -lcudnn -lcublas ./test/cublas_batched.cu -o cublas_batched.o
nvcc --cudart=shared -lnvidia-ml -lcuda -lcudnn -lcublas ./test/unified.cu -o unified.o
nvcc --cudart=shared -lnvidia-ml -lcuda -lcudnn -lcublas ./test/unified_pointer.cu -o unified_pointer.o
nvcc --cudart=shared -lnvidia-ml -lcuda -lcudnn -lcublas ./test/unified_linked.cu -o unified_linked.o
nvcc --cudart=shared -lnvidia-ml -lcuda -lcudnn -lcublas ./test/cublas_unified.cu -o cublas_unified.o
nvcc --cudart=shared -lnvidia-ml -lcuda -lcudnn -lcublas ./test/cudnn_managed.cu -o cudnn_managed.o
}
set_paths() {
scuda_path="$(ls | grep -E 'libscuda_[0-9]+\.[0-9]+\.so' | head -n 1)"
if [[ -z "$scuda_path" ]]; then
echo "Error: No matching libscuda file found in the current directory."
exit 1
fi
server_path="$(ls | grep -E 'server_[0-9]+\.[0-9]+\.so' | head -n 1)"
if [[ -z "$server_path" ]]; then
echo "Error: No matching server file found in the current directory."
exit 1
fi
server_out_path="./$server_path"
libscuda_path="./$scuda_path"
echo "Using client: $libscuda_path -- server: $server_out_path"
}
run() {
export SCUDA_SERVER=0.0.0.0
set_paths
LD_PRELOAD="$libscuda_path" nvidia-smi
}
test_ci() {
cmake .
cmake --build .
set_paths
build_tests
echo "running tests at: $libscuda_path"
echo -e "\n\033[1mRunning test(s)...\033[0m"
for test in "${tests[@]}"; do
func_name=$(eval "echo \${${test}[function]}")
pass_message=$(eval "echo \${${test}[pass]}")
if ! eval "$func_name \"$pass_message\""; then
echo -e "\033[31mTest failed. Exiting...\033[0m"
return 1
fi
done
}
server() {
set_paths
$server_out_path
}
# Main script logic using a switch case
case "$1" in
build_tests)
build_tests
;;
run)
run
;;
server)
server
;;
test_ci)
test_ci
;;
test)
test
;;
*)
echo "Usage: $0 {build|run|server}"
exit 1
;;
esac