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Qualcomm AI Engine Direct - Custom op example fixes #18024

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Qualcomm AI Engine Direct - Custom op example fixes #18024

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28 changes: 21 additions & 7 deletions examples/qualcomm/custom_op/custom_ops_1.py
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Original file line number Diff line number Diff line change
@@ -1,3 +1,3 @@
# Copyright (c) Qualcomm Innovation Center, Inc.
# All rights reserved
#
Expand Down Expand Up @@ -178,10 +178,6 @@
# ensure the working directory exist.
os.makedirs(args.artifact, exist_ok=True)

quant_dtype = QuantDtype.use_8a8w
if args.use_fp16:
quant_dtype = None

instance = Model()
pte_filename = "custom_qnn"
sample_input = (torch.ones(1, 32, 28, 28),)
Expand All @@ -195,9 +191,14 @@
soc_info.htp_info.htp_arch,
args.build_op_package,
)
quantizer = make_quantizer(
quant_dtype=quant_dtype, custom_annotations=(annotate_custom,)
)

quant_dtype = QuantDtype.use_8a8w
if args.use_fp16:
quantizer = None
else:
quantizer = make_quantizer(
quant_dtype=quant_dtype, custom_annotations=(annotate_custom,)
)

build_executorch_binary(
instance,
Expand Down Expand Up @@ -260,7 +261,13 @@
target=args.target,
)
adb.push(inputs=sample_input, files=op_package_paths)
if args.debug:
adb.execute(custom_runner_cmd="logcat -c")
adb.execute(custom_runner_cmd=f"echo 0x1f > {workspace}/qnn_executor_runner.farf")

adb.execute()
if args.debug:
adb.execute(custom_runner_cmd=f"logcat -d -v time >{workspace}/outputs/debug_logs.txt")
adb.pull(host_output_path=args.artifact)

x86_golden = instance(*sample_input)
Expand Down Expand Up @@ -324,6 +331,13 @@
default=False,
)

parser.add_argument(
"--debug",
help="Enable device logging",
action="store_true",
default=False,
)

args = parser.parse_args()
args.validate(args)

Expand Down
2 changes: 2 additions & 0 deletions examples/qualcomm/utils.py
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Original file line number Diff line number Diff line change
Expand Up @@ -229,6 +229,8 @@ def execute(
)
qnn_executor_runner_cmds = " ".join(
[
f"export LD_LIBRARY_PATH={self.workspace} &&",
f"export ADSP_LIBRARY_PATH={self.workspace} &&",
f"cd {self.workspace} &&",
"chmod +x ./qnn_executor_runner &&",
f"./qnn_executor_runner {qnn_executor_runner_args}",
Expand Down
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