Skip to content
Merged
Show file tree
Hide file tree
Changes from all commits
Commits
File filter

Filter by extension

Filter by extension

Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
10 changes: 10 additions & 0 deletions src/tir/transforms/lower_tvm_builtin.cc
Original file line number Diff line number Diff line change
Expand Up @@ -113,6 +113,16 @@ class BuiltinLower : public StmtExprMutator {
op = stmt.as<AllocateNode>();
// Get constant allocation bound.
int64_t nbytes = GetVectorBytes(op->dtype);
if (device_type_.defined()) {
Copy link
Contributor

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

Hi, @mbrookhart

Can you explain the rationale for not generating TVMBAW calls for static size allocates for DLCPU ?

cc: @grant-arm @Mousius @mbaret

if (const auto* dev_type = device_type_.as<IntImmNode>()) {
if (dev_type->value == kDLCPU) {
int32_t constant_size = op->constant_allocation_size();
if (constant_size > 0 && constant_size * nbytes < runtime::kMaxStackAlloca) {
return stmt;
}
}
}
}
PrimExpr total_bytes = make_const(op->extents[0].dtype(), nbytes);
for (size_t i = 0; i < op->extents.size(); ++i) {
total_bytes = total_bytes * op->extents[i];
Expand Down
6 changes: 3 additions & 3 deletions vta/tutorials/frontend/deploy_classification.py
Original file line number Diff line number Diff line change
Expand Up @@ -191,7 +191,7 @@
env.WGT_WIDTH,
start_name=pack_dict[model][0],
stop_name=pack_dict[model][1],
device_annot=(env.TARGET == "intelfocl" or env.TARGET == "sim"),
device_annot=(env.TARGET == "intelfocl"),
)
else:
relay_prog = mod["main"]
Expand All @@ -203,7 +203,7 @@
relay_prog, target=target, params=params, target_host=env.target_host
)
else:
if env.TARGET == "intelfocl" or env.TARGET == "sim":
if env.TARGET == "intelfocl":
# multiple targets to run both on cpu and vta
target = {"cpu": env.target_vta_cpu, "ext_dev": target}
with vta.build_config(opt_level=3, disabled_pass={"AlterOpLayout"}):
Expand All @@ -221,7 +221,7 @@
remote.upload(temp.relpath("graphlib.tar"))
lib = remote.load_module("graphlib.tar")

if env.TARGET == "intelfocl" or env.TARGET == "sim":
if env.TARGET == "intelfocl":
ctxes = [remote.ext_dev(0), remote.cpu(0)]
m = graph_executor.create(graph, lib, ctxes)
else:
Expand Down