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#include <gmock/gmock.h>
#include <gtest/gtest.h>
#include <c10/cuda/CUDADeviceAssertion.h>
#include <c10/cuda/CUDAException.h>
#include <c10/cuda/CUDAFunctions.h>
#include <c10/cuda/CUDAStream.h>
#include <chrono>
#include <iostream>
#include <string>
#include <thread>
using ::testing::HasSubstr;
/**
* Device kernel that takes multiple integer parameters as arguments and
* will always trigger a device side assertion.
*/
__global__ void cuda_multiple_vars_always_fail_assertion_kernel(
const int a,
const int b,
const int c,
const int d,
TORCH_DSA_KERNEL_ARGS) {
int i = a + b + c + d;
if (i != 0) {
CUDA_KERNEL_ASSERT2(i == -i);
} else {
CUDA_KERNEL_ASSERT2(i == i + 1);
}
}
/**
* Device kernel that takes a single integer parameter as argument and
* will always trigger a device side assertion.
*/
__global__ void cuda_always_fail_assertion_kernel(
const int a,
TORCH_DSA_KERNEL_ARGS) {
CUDA_KERNEL_ASSERT2(a != a);
}
/**
* TEST: Triggering device side assertion on a simple <<<1,1>>> config.
* kernel used takes multiple variables as parameters to the function.
*/
void cuda_device_assertions_catches_stream() {
const auto stream = c10::cuda::getStreamFromPool();
TORCH_DSA_KERNEL_LAUNCH(
cuda_multiple_vars_always_fail_assertion_kernel,
1, /* Blocks */
1, /* Threads */
0, /* Shared mem */
stream, /* Stream */
1, /* const int a */
2, /* const int b */
3, /* const int c */
4 /* const int d */
);
try {
c10::cuda::device_synchronize();
throw std::runtime_error("Test didn't fail, but should have.");
} catch (const c10::Error& err) {
const auto err_str = std::string(err.what());
ASSERT_THAT(
err_str, HasSubstr("# of GPUs this process interacted with = 1"));
ASSERT_THAT(
err_str,
HasSubstr("CUDA device-side assertion failures were found on GPU #0!"));
ASSERT_THAT(
err_str, HasSubstr("Thread ID that failed assertion = [0,0,0]"));
ASSERT_THAT(err_str, HasSubstr("Block ID that failed assertion = [0,0,0]"));
ASSERT_THAT(err_str, HasSubstr("Device that launched kernel = 0"));
ASSERT_THAT(
err_str,
HasSubstr(
"Name of kernel launched that led to failure = cuda_multiple_vars_always_fail_assertion_kernel"));
ASSERT_THAT(
err_str, HasSubstr("File containing kernel launch = " __FILE__));
ASSERT_THAT(
err_str,
HasSubstr(
"Function containing kernel launch = " +
std::string(__FUNCTION__)));
ASSERT_THAT(
err_str,
HasSubstr(
"Stream kernel was launched on = " + std::to_string(stream.id())));
}
}
TEST(CUDATest, cuda_device_assertions_catches_stream) {
#ifdef TORCH_USE_CUDA_DSA
c10::cuda::CUDAKernelLaunchRegistry::get_singleton_ref().enabled_at_runtime = true;
cuda_device_assertions_catches_stream();
#else
GTEST_SKIP() << "CUDA device-side assertions (DSA) was not enabled at compile time.";
#endif
}
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