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[Paddle TensorRT] Modify the base class for enabling FP16 unit tests #70139

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Merged
merged 3 commits into from
Dec 12, 2024
Merged

[Paddle TensorRT] Modify the base class for enabling FP16 unit tests #70139

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bdb5842
fix
lizexu123 Dec 11, 2024
1438c63
fix
lizexu123 Dec 11, 2024
3faf748
fix
lizexu123 Dec 11, 2024
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5 changes: 2 additions & 3 deletions test/tensorrt/tensorrt_test_base.py
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Original file line number Diff line number Diff line change
Expand Up @@ -42,7 +42,6 @@ def __init__(self, methodName='runTest'):
self.max_shape = None
self.target_marker_op = ""
self.dynamic_shape_data = {}
self.enable_fp16 = None

def create_fake_program(self):
if self.python_api is None:
Expand Down Expand Up @@ -155,7 +154,7 @@ def prepare_feed(self):
new_list_args[sub_arg_name] = self.api_args[arg_name][i]
self.api_args[arg_name] = new_list_args

def check_trt_result(self, rtol=1e-5, atol=1e-5):
def check_trt_result(self, rtol=1e-5, atol=1e-5, precision_mode="fp32"):
paddle.framework.set_flags({"FLAGS_trt_min_group_size": 1})
with paddle.pir_utils.IrGuard():
self.prepare_feed()
Expand Down Expand Up @@ -255,7 +254,7 @@ def check_trt_result(self, rtol=1e-5, atol=1e-5):

# run TRTConverter(would lower group_op into tensorrt_engine_op)
trt_config = None
if self.enable_fp16:
if precision_mode == "fp16":
input = Input(
min_input_shape=self.min_shape,
optim_input_shape=self.min_shape,
Expand Down
6 changes: 4 additions & 2 deletions test/tensorrt/test_converter_conv.py
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Expand Up @@ -40,9 +40,11 @@ def setUp(self):
self.program_config = {"feed_list": ["x"]}
self.min_shape = {"x": [1, 3, 8, 8]}
self.max_shape = {"x": [10, 3, 8, 8]}
self.enable_fp16 = True

def test_trt_result(self):
def test_trt_result_fp16(self):
self.check_trt_result(precision_mode="fp16")

def test_trt_result_fp32(self):
self.check_trt_result()


Expand Down