[polly] r309808 - [GPUJIT] Add GPUJIT APIs for allocating and freeing managed memory.
Siddharth Bhat via llvm-commits
llvm-commits at lists.llvm.org
Wed Aug 2 05:23:22 PDT 2017
Author: bollu
Date: Wed Aug 2 05:23:22 2017
New Revision: 309808
URL: http://llvm.org/viewvc/llvm-project?rev=309808&view=rev
Log:
[GPUJIT] Add GPUJIT APIs for allocating and freeing managed memory.
We introduce `polly_mallocManaged` and `polly_freeManaged` as
proxies for `cudaMallocManaged` / `cudaFree`. This is currently not
used by Polly. It is auxiliary code that is used in `COSMO`.
This is useful because `polly_mallocManaged` matches the signature of `malloc`,
while `cudaMallocManaged` does not. We introduce `polly_freeManaged` for
symmetry.
We use this in COSMO to use the unified memory feature of the newer
CUDA APIs (>= 6).
Differential Revision: https://reviews.llvm.org/D35991
Modified:
polly/trunk/tools/GPURuntime/GPUJIT.c
polly/trunk/tools/GPURuntime/GPUJIT.h
Modified: polly/trunk/tools/GPURuntime/GPUJIT.c
URL: http://llvm.org/viewvc/llvm-project/polly/trunk/tools/GPURuntime/GPUJIT.c?rev=309808&r1=309807&r2=309808&view=diff
==============================================================================
--- polly/trunk/tools/GPURuntime/GPUJIT.c (original)
+++ polly/trunk/tools/GPURuntime/GPUJIT.c Wed Aug 2 05:23:22 2017
@@ -26,6 +26,7 @@
#endif /* __APPLE__ */
#endif /* HAS_LIBOPENCL */
+#include <assert.h>
#include <dlfcn.h>
#include <stdarg.h>
#include <stdio.h>
@@ -1409,6 +1410,61 @@ static void launchKernelCUDA(PollyGPUFun
}
}
+// Maximum number of managed memory pointers.
+#define MAX_POINTERS 4000
+// For the rationale behing a list of free pointers, see `polly_freeManaged`.
+void *g_managedptrs[MAX_POINTERS];
+int g_nmanagedptrs = 0;
+
+// Add a pointer as being allocated by cuMallocManaged
+void addManagedPtr(void *mem) {
+ assert(g_nmanagedptrs < MAX_POINTERS && "We have hit the maximum number of "
+ "managed pointers allowed. Increase "
+ "MAX_POINTERS");
+ g_managedptrs[g_nmanagedptrs++] = mem;
+}
+
+int isManagedPtr(void *mem) {
+ for (int i = 0; i < g_nmanagedptrs; i++) {
+ if (g_managedptrs[i] == mem)
+ return 1;
+ }
+ return 0;
+}
+
+void polly_freeManaged(void *mem) {
+ dump_function();
+
+ // In a real-world program this was used (COSMO), there were more `free`
+ // calls in the original source than `malloc` calls. Hence, replacing all
+ // `free`s with `cudaFree` does not work, since we would try to free
+ // 'illegal' memory.
+ // As a quick fix, we keep a free list and check if `mem` is a managed memory
+ // pointer. If it is, we call `cudaFree`.
+ // If not, we pass it along to the underlying allocator.
+ // This is a hack, and can be removed if the underlying issue is fixed.
+ if (isManagedPtr(mem)) {
+ if (cudaFree(mem) != cudaSuccess) {
+ fprintf(stderr, "cudaFree failed.\n");
+ exit(-1);
+ }
+ return;
+ } else {
+ free(mem);
+ }
+}
+
+void *polly_mallocManaged(size_t size) {
+ dump_function();
+ void *a;
+ if (cudaMallocManaged(&a, size, cudaMemAttachGlobal) != cudaSuccess) {
+ fprintf(stderr, "cudaMallocManaged failed for size: %zu\n", size);
+ exit(-1);
+ }
+ addManagedPtr(a);
+ return a;
+}
+
static void freeDeviceMemoryCUDA(PollyGPUDevicePtr *Allocation) {
dump_function();
CUDADevicePtr *DevPtr = (CUDADevicePtr *)Allocation->DevicePtr;
Modified: polly/trunk/tools/GPURuntime/GPUJIT.h
URL: http://llvm.org/viewvc/llvm-project/polly/trunk/tools/GPURuntime/GPUJIT.h?rev=309808&r1=309807&r2=309808&view=diff
==============================================================================
--- polly/trunk/tools/GPURuntime/GPUJIT.h (original)
+++ polly/trunk/tools/GPURuntime/GPUJIT.h Wed Aug 2 05:23:22 2017
@@ -13,6 +13,7 @@
#ifndef GPUJIT_H_
#define GPUJIT_H_
+#include "stddef.h"
/*
* The following demostrates how we can use the GPURuntime library to
@@ -110,4 +111,13 @@ void polly_launchKernel(PollyGPUFunction
void **Parameters);
void polly_freeDeviceMemory(PollyGPUDevicePtr *Allocation);
void polly_freeContext(PollyGPUContext *Context);
+
+// Note that polly_{malloc/free}Managed are currently not used by Polly.
+// We use them in COSMO by replacing all malloc with polly_mallocManaged and all
+// frees with cudaFree, so we can get managed memory "automatically".
+// Needless to say, this is a hack.
+// Please make sure that this code is not present in Polly when 2018 rolls in.
+// If this is still present, ping Siddharth Bhat <siddu.druid at gmail.com>
+void *polly_mallocManaged(size_t size);
+void polly_freeManaged(void *mem);
#endif /* GPUJIT_H_ */
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