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GPU Metal: collect the work of a stream in one command buffer
Every kernel, memory clear and copy was a command buffer of its own, 2,689 per event on a 5-event pp time frame, each committed at once and, since they run in order, each waiting for the previous one's event. Keep encoding into the stream's open buffer instead, ordered by a per-stream MTLFence between encoders, and commit it only where something has to wait for it: draining the stream, recording an event, waiting for events. This makes 535 command buffers per event, and the time per event about 3 to 6% less on an M1 Max.
1 parent 00116a7 commit c5d51ba

4 files changed

Lines changed: 33 additions & 11 deletions

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‎GPU/GPUTracking/Base/metal/GPUReconstructionMetal.mm‎

Lines changed: 11 additions & 4 deletions
Original file line numberDiff line numberDiff line change
@@ -138,6 +138,8 @@ uint32_t metalGPUCoreCount()
138138
}
139139
mInternals->streamOrder[i] = [mInternals->device newSharedEvent];
140140
mInternals->streamOrderValue[i] = 0;
141+
mInternals->streamFence[i] = [mInternals->device newFence];
142+
mInternals->streamHasWork[i] = false;
141143
}
142144

143145
mInternals->mem_host = [mInternals->device newBufferWithLength:mHostMemorySize options:MTLResourceStorageModeShared];
@@ -213,6 +215,7 @@ uint32_t metalGPUCoreCount()
213215
[mInternals->commandBuffers[i] release];
214216
[mInternals->commandQueues[i] release];
215217
[mInternals->streamOrder[i] release];
218+
[mInternals->streamFence[i] release];
216219
}
217220
[mInternals->mem_host release];
218221
}
@@ -281,13 +284,13 @@ MetalMemRef metalResolve(const GPUReconstructionMetalInternals* internals, const
281284
} else {
282285
id<MTLCommandBuffer> cb = mInternals->commandBuffers[realStream];
283286
id<MTLBlitCommandEncoder> blit = [cb blitCommandEncoder];
287+
metalBeginEncoder(mInternals, blit, realStream);
284288
[blit copyFromBuffer:s.buffer
285289
sourceOffset:s.offset
286290
toBuffer:d.buffer
287291
destinationOffset:d.offset
288292
size:sizeBytes];
289-
[blit endEncoding];
290-
CommitStream(realStream);
293+
metalEndEncoder(mInternals, blit, realStream);
291294
}
292295
if (ev) {
293296
RecordMarker(ev, realStream);
@@ -314,13 +317,13 @@ MetalMemRef metalResolve(const GPUReconstructionMetalInternals* internals, const
314317
} else {
315318
id<MTLCommandBuffer> cb = mInternals->commandBuffers[realStream];
316319
id<MTLBlitCommandEncoder> blit = [cb blitCommandEncoder];
320+
metalBeginEncoder(mInternals, blit, realStream);
317321
[blit copyFromBuffer:s.buffer
318322
sourceOffset:s.offset
319323
toBuffer:mInternals->mem_constant
320324
destinationOffset:offset
321325
size:size];
322-
[blit endEncoding];
323-
CommitStream(realStream);
326+
metalEndEncoder(mInternals, blit, realStream);
324327
}
325328
if (ev) {
326329
RecordMarker(ev, realStream);
@@ -366,12 +369,16 @@ MetalMemRef metalResolve(const GPUReconstructionMetalInternals* internals, const
366369
// Hand the committed buffer over to the stream's submission list, which owns
367370
// it until it is waited for, and open a fresh one to encode the next work in.
368371
mInternals->submittedBuffers[stream].emplace_back(cb);
372+
mInternals->streamHasWork[stream] = false;
369373
mInternals->commandBuffers[stream] = [[mInternals->commandQueues[stream] commandBuffer] retain];
370374
[mInternals->commandBuffers[stream] encodeWaitForEvent:mInternals->streamOrder[stream] value:value];
371375
}
372376

373377
void GPUReconstructionMetal::DrainStream(int32_t stream)
374378
{
379+
if (mInternals->streamHasWork[stream]) {
380+
CommitStream(stream);
381+
}
375382
// Waiting on the buffer that is currently open would block forever: it is not
376383
// committed, so it never completes. Only what was submitted can be waited for.
377384
for (id<MTLCommandBuffer> cb : mInternals->submittedBuffers[stream]) {

‎GPU/GPUTracking/Base/metal/GPUReconstructionMetalIncludesHost.h‎

Lines changed: 18 additions & 0 deletions
Original file line numberDiff line numberDiff line change
@@ -62,6 +62,10 @@ struct GPUReconstructionMetalInternals {
6262
// Signalled by each committed buffer and waited for by the next one, see CommitStream
6363
std::array<id<MTLSharedEvent>, constants::GPU_MAX_STREAMS> streamOrder;
6464
std::array<uint64_t, constants::GPU_MAX_STREAMS> streamOrderValue;
65+
// Orders the encoders within the open command buffer of a stream, which
66+
// collects the stream's work until something has to wait for it.
67+
std::array<id<MTLFence>, constants::GPU_MAX_STREAMS> streamFence;
68+
std::array<bool, constants::GPU_MAX_STREAMS> streamHasWork;
6569

6670
std::vector<id<MTLFunction>> functions;
6771
std::vector<id<MTLComputePipelineState>> pipelines;
@@ -79,6 +83,20 @@ struct GPUReconstructionMetalInternals {
7983
std::unordered_map<void*, uint64_t> eventValues;
8084
std::mutex eventMutex;
8185
};
86+
// An encoder of a stream starts after the previous one of the same stream and
87+
// leaves its work in the open command buffer.
88+
template <class E>
89+
inline void metalBeginEncoder(GPUReconstructionMetalInternals* internals, E encoder, int32_t stream)
90+
{
91+
[encoder waitForFence:internals->streamFence[stream]];
92+
}
93+
template <class E>
94+
inline void metalEndEncoder(GPUReconstructionMetalInternals* internals, E encoder, int32_t stream)
95+
{
96+
[encoder updateFence:internals->streamFence[stream]];
97+
[encoder endEncoding];
98+
internals->streamHasWork[stream] = true;
99+
}
82100
} // namespace o2::gpu
83101

84102
#endif // GPURECONSTRUCTIONOMETALINCLUDESHOST_H

‎GPU/GPUTracking/Base/metal/GPUReconstructionMetalKernels.mm‎

Lines changed: 2 additions & 4 deletions
Original file line numberDiff line numberDiff line change
@@ -32,6 +32,7 @@
3232

3333
id<MTLComputePipelineState> pso = mInternals->pipelines[num];
3434
id<MTLComputeCommandEncoder> computeEncoder = [mInternals->commandBuffers[kExec.stream] computeCommandEncoder];
35+
metalBeginEncoder(mInternals, computeEncoder, kExec.stream);
3536

3637
// Slots 0 to 2 are what GPUCA_KRNL_BUFFERS and GPUCA_KRNL_SECTOR_ARG declare
3738
// in the generated signature; the kernel's own arguments follow from slot 3.
@@ -51,10 +52,7 @@
5152
}
5253
[computeEncoder dispatchThreadgroups:MTLSizeMake(kExec.nBlocks, 1, 1)
5354
threadsPerThreadgroup:MTLSizeMake(threadGroupSize, 1, 1)];
54-
// Without ending the encoder the next one on this buffer is rejected, and
55-
// without committing the kernel never reaches the device.
56-
[computeEncoder endEncoding];
57-
CommitStream(kExec.stream);
55+
metalEndEncoder(mInternals, computeEncoder, kExec.stream);
5856
if (kEvents.ev) {
5957
RecordMarker(kEvents.ev, kExec.stream);
6058
}

‎GPU/GPUTracking/Base/metal/GPUReconstructionMetalKernelsSpecialize.inc‎

Lines changed: 2 additions & 3 deletions
Original file line numberDiff line numberDiff line change
@@ -22,11 +22,10 @@ inline void GPUReconstructionMetal::runKernelBackend<GPUMemClean16, 0>(const krn
2222

2323
id<MTLCommandBuffer> cb = mInternals->commandBuffers[_xyz.x.stream];
2424
id<MTLBlitCommandEncoder> blit = [cb blitCommandEncoder];
25+
metalBeginEncoder(mInternals, blit, _xyz.x.stream);
2526

2627
[blit fillBuffer:mInternals->mem_gpu range:NSMakeRange(offset, length) value:0];
27-
[blit endEncoding];
28-
29-
CommitStream(_xyz.x.stream);
28+
metalEndEncoder(mInternals, blit, _xyz.x.stream);
3029
if (_xyz.z.ev) {
3130
RecordMarker(_xyz.z.ev, _xyz.x.stream);
3231
}

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