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[Runtime]Add runtime dynamic shared mem support #179

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[Runtime]Add runtime dynamic shared mem support #179

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635c81b
add dynamic shared mem support
Mar 26, 2024
d16f1e9
Merge remote-tracking branch 'upstream/main' into support_dynamic_sha…
Apr 2, 2024
b27ce87
Merge remote-tracking branch 'upstream/main' into support_dynamic_sha…
Apr 2, 2024
0caf93e
clang formaty
Apr 2, 2024
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14 changes: 13 additions & 1 deletion runtime/lib/backends/cuda/providers/default/codegen/ptx.cc
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Original file line number Diff line number Diff line change
Expand Up @@ -43,6 +43,7 @@ using namespace mlir;
#define BLOCK_SIZE_X_ATTR "BlockSize.x"
#define BLOCK_SIZE_Y_ATTR "BlockSize.y"
#define BLOCK_SIZE_Z_ATTR "BlockSize.z"
#define SHARED_MEMORY_SIZE "DynamicSharedMemorySize"
#define ARG_RANKS_ATTR "arg_ranks"
#define CALL_CONVENTION_ATTR "call_convention"

Expand Down Expand Up @@ -92,6 +93,11 @@ struct PTXImpl {
CUfunction func;
auto status_func = ptx_compiler->GetOrCreateFunction(
func, kernel_info.kernel_name, kernel_info.file_name);
size_t max_shared_mem = 48 << 10;
if (shared_size > max_shared_mem) {
cuFuncSetAttribute(func, CU_FUNC_ATTRIBUTE_MAX_DYNAMIC_SHARED_SIZE_BYTES,
shared_size);
}
BRT_ENFORCE(status_func.IsOK(), status_func.ErrorMessage());
device2func.emplace(device_id, func);
return func;
Expand Down Expand Up @@ -170,11 +176,17 @@ PTXOpKernel::PTXOpKernel(const OpKernelInfo &info)
ranks.push_back(GetRankFromOpArgIndex(info_, i));
}
}
int64_t dynamic_shm_size = 0;
if (info.GetOperation()->hasAttrOfType<IntegerAttr>(SHARED_MEMORY_SIZE)) {
dynamic_shm_size = info.GetOperation()
->getAttrOfType<IntegerAttr>(SHARED_MEMORY_SIZE)
.getInt();
}

auto num_arg = GetOpArgNum(info_);
impl_->grid = dim3(gx, gy, gz);
impl_->block = dim3(bx, by, bz);
impl_->shared_size = 0;
impl_->shared_size = dynamic_shm_size;
impl_->arg_reserve_size = 3; // initial 3 for grid/block/shared_size

// store tensor meta
Expand Down