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Merged
merged 1 commit into from
Aug 17, 2025
Merged

[CodeStyle] black -> ruff format migration - part 18 #74672

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32 changes: 20 additions & 12 deletions test/ir/inference/test_trt_convert_anchor_generator.py
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -111,27 +111,35 @@ def generate_trt_nodes_num(attrs, dynamic_shape):
if not run_pir:
self.trt_param.precision = paddle_infer.PrecisionType.Float32
program_config.set_input_type(np.float32)
yield self.create_inference_config(), generate_trt_nodes_num(
attrs, False
), 1e-5
yield (
self.create_inference_config(),
generate_trt_nodes_num(attrs, False),
1e-5,
)
self.trt_param.precision = paddle_infer.PrecisionType.Half
# NOTE(tizheng): This config will fall back to paddle native OP,
# which only supports FP32 input.
program_config.set_input_type(np.float32)
yield self.create_inference_config(), generate_trt_nodes_num(
attrs, False
), 1e-3
yield (
self.create_inference_config(),
generate_trt_nodes_num(attrs, False),
1e-3,
)

# for dynamic_shape
self.generate_dynamic_shape(attrs)
self.trt_param.precision = paddle_infer.PrecisionType.Float32
yield self.create_inference_config(), generate_trt_nodes_num(
attrs, True
), 1e-5
yield (
self.create_inference_config(),
generate_trt_nodes_num(attrs, True),
1e-5,
)
self.trt_param.precision = paddle_infer.PrecisionType.Half
yield self.create_inference_config(), generate_trt_nodes_num(
attrs, True
), 1e-3
yield (
self.create_inference_config(),
generate_trt_nodes_num(attrs, True),
1e-3,
)

def test(self):
self.run_test(run_pir=True)
Expand Down
32 changes: 20 additions & 12 deletions test/ir/inference/test_trt_convert_arg_max.py
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -119,27 +119,35 @@ def generate_trt_nodes_num(attrs, dynamic_shape):
clear_dynamic_shape()
self.trt_param.precision = paddle_infer.PrecisionType.Float32
program_config.set_input_type(np.float32)
yield self.create_inference_config(), generate_trt_nodes_num(
attrs, False
), 1e-5
yield (
self.create_inference_config(),
generate_trt_nodes_num(attrs, False),
1e-5,
)
self.trt_param.precision = paddle_infer.PrecisionType.Half
program_config.set_input_type(np.float16)
yield self.create_inference_config(), generate_trt_nodes_num(
attrs, False
), 1e-3
yield (
self.create_inference_config(),
generate_trt_nodes_num(attrs, False),
1e-3,
)

# for dynamic_shape
generate_dynamic_shape(attrs)
self.trt_param.precision = paddle_infer.PrecisionType.Float32
program_config.set_input_type(np.float32)
yield self.create_inference_config(), generate_trt_nodes_num(
attrs, True
), 1e-5
yield (
self.create_inference_config(),
generate_trt_nodes_num(attrs, True),
1e-5,
)
self.trt_param.precision = paddle_infer.PrecisionType.Half
program_config.set_input_type(np.float16)
yield self.create_inference_config(), generate_trt_nodes_num(
attrs, True
), 1e-3
yield (
self.create_inference_config(),
generate_trt_nodes_num(attrs, True),
1e-3,
)

def test(self):
self.run_test()
Expand Down
32 changes: 20 additions & 12 deletions test/ir/inference/test_trt_convert_arg_min.py
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -119,27 +119,35 @@ def generate_trt_nodes_num(attrs, dynamic_shape):
clear_dynamic_shape()
self.trt_param.precision = paddle_infer.PrecisionType.Float32
program_config.set_input_type(np.float32)
yield self.create_inference_config(), generate_trt_nodes_num(
attrs, False
), 1e-5
yield (
self.create_inference_config(),
generate_trt_nodes_num(attrs, False),
1e-5,
)
self.trt_param.precision = paddle_infer.PrecisionType.Half
program_config.set_input_type(np.float16)
yield self.create_inference_config(), generate_trt_nodes_num(
attrs, False
), 1e-3
yield (
self.create_inference_config(),
generate_trt_nodes_num(attrs, False),
1e-3,
)

# for dynamic_shape
generate_dynamic_shape(attrs)
self.trt_param.precision = paddle_infer.PrecisionType.Float32
program_config.set_input_type(np.float32)
yield self.create_inference_config(), generate_trt_nodes_num(
attrs, True
), 1e-5
yield (
self.create_inference_config(),
generate_trt_nodes_num(attrs, True),
1e-5,
)
self.trt_param.precision = paddle_infer.PrecisionType.Half
program_config.set_input_type(np.float16)
yield self.create_inference_config(), generate_trt_nodes_num(
attrs, True
), 1e-3
yield (
self.create_inference_config(),
generate_trt_nodes_num(attrs, True),
1e-3,
)

def test(self):
self.run_test()
Expand Down
32 changes: 20 additions & 12 deletions test/ir/inference/test_trt_convert_assign.py
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -128,27 +128,35 @@ def generate_trt_nodes_num(attrs, dynamic_shape):
clear_dynamic_shape()
self.trt_param.precision = paddle_infer.PrecisionType.Float32
program_config.set_input_type(np.float32)
yield self.create_inference_config(), generate_trt_nodes_num(
attrs, False
), 1e-5
yield (
self.create_inference_config(),
generate_trt_nodes_num(attrs, False),
1e-5,
)
self.trt_param.precision = paddle_infer.PrecisionType.Half
program_config.set_input_type(np.float16)
yield self.create_inference_config(), generate_trt_nodes_num(
attrs, False
), 1e-2
yield (
self.create_inference_config(),
generate_trt_nodes_num(attrs, False),
1e-2,
)

# for dynamic_shape
self.generate_dynamic_shape(attrs)
self.trt_param.precision = paddle_infer.PrecisionType.Float32
program_config.set_input_type(np.float32)
yield self.create_inference_config(), generate_trt_nodes_num(
attrs, True
), 1e-5
yield (
self.create_inference_config(),
generate_trt_nodes_num(attrs, True),
1e-5,
)
self.trt_param.precision = paddle_infer.PrecisionType.Half
program_config.set_input_type(np.float16)
yield self.create_inference_config(), generate_trt_nodes_num(
attrs, True
), 1e-2
yield (
self.create_inference_config(),
generate_trt_nodes_num(attrs, True),
1e-2,
)

def test(self):
# test for old ir
Expand Down
32 changes: 20 additions & 12 deletions test/ir/inference/test_trt_convert_batch_norm.py
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -221,27 +221,35 @@ def generate_trt_nodes_num(attrs, dynamic_shape):
clear_dynamic_shape()
self.trt_param.precision = paddle_infer.PrecisionType.Float32
program_config.set_input_type(np.float32)
yield self.create_inference_config(), generate_trt_nodes_num(
attrs, False
), 1e-5
yield (
self.create_inference_config(),
generate_trt_nodes_num(attrs, False),
1e-5,
)
self.trt_param.precision = paddle_infer.PrecisionType.Half
program_config.set_input_type(np.float16)
yield self.create_inference_config(), generate_trt_nodes_num(
attrs, False
), (1e-3, 1e-3)
yield (
self.create_inference_config(),
generate_trt_nodes_num(attrs, False),
(1e-3, 1e-3),
)

# for dynamic_shape
generate_dynamic_shape(attrs)
self.trt_param.precision = paddle_infer.PrecisionType.Float32
program_config.set_input_type(np.float32)
yield self.create_inference_config(), generate_trt_nodes_num(
attrs, True
), 1e-5
yield (
self.create_inference_config(),
generate_trt_nodes_num(attrs, True),
1e-5,
)
self.trt_param.precision = paddle_infer.PrecisionType.Half
program_config.set_input_type(np.float16)
yield self.create_inference_config(), generate_trt_nodes_num(
attrs, True
), (1e-3, 1e-3)
yield (
self.create_inference_config(),
generate_trt_nodes_num(attrs, True),
(1e-3, 1e-3),
)

def add_skip_trt_case(self):
def teller1(program_config, predictor_config):
Expand Down
64 changes: 40 additions & 24 deletions test/ir/inference/test_trt_convert_bilinear_interp_v2.py
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -121,26 +121,34 @@ def generate_trt_nodes_num(attrs, dynamic_shape):
clear_dynamic_shape()
self.trt_param.precision = paddle_infer.PrecisionType.Float32
program_config.set_input_type(np.float32)
yield self.create_inference_config(), generate_trt_nodes_num(
attrs, False
), 1e-5
yield (
self.create_inference_config(),
generate_trt_nodes_num(attrs, False),
1e-5,
)
self.trt_param.precision = paddle_infer.PrecisionType.Half
program_config.set_input_type(np.float16)
yield self.create_inference_config(), generate_trt_nodes_num(
attrs, False
), 1e-2
yield (
self.create_inference_config(),
generate_trt_nodes_num(attrs, False),
1e-2,
)

# for dynamic_shape
generate_dynamic_shape(attrs)
self.trt_param.precision = paddle_infer.PrecisionType.Float32
program_config.set_input_type(np.float32)
yield self.create_inference_config(), generate_trt_nodes_num(
attrs, True
), (1e-5, 1e-5)
yield (
self.create_inference_config(),
generate_trt_nodes_num(attrs, True),
(1e-5, 1e-5),
)
self.trt_param.precision = paddle_infer.PrecisionType.Half
yield self.create_inference_config(), generate_trt_nodes_num(
attrs, True
), 1e-2
yield (
self.create_inference_config(),
generate_trt_nodes_num(attrs, True),
1e-2,
)

def test(self):
self.run_test()
Expand Down Expand Up @@ -239,25 +247,33 @@ def generate_trt_nodes_num(attrs, dynamic_shape):
# for static_shape
clear_dynamic_shape()
self.trt_param.precision = paddle_infer.PrecisionType.Float32
yield self.create_inference_config(), generate_trt_nodes_num(
attrs, False
), 1e-5
yield (
self.create_inference_config(),
generate_trt_nodes_num(attrs, False),
1e-5,
)
self.trt_param.precision = paddle_infer.PrecisionType.Half
program_config.set_input_type(np.float16)
yield self.create_inference_config(), generate_trt_nodes_num(
attrs, False
), 1e-2
yield (
self.create_inference_config(),
generate_trt_nodes_num(attrs, False),
1e-2,
)

# for dynamic_shape
generate_dynamic_shape(attrs)
self.trt_param.precision = paddle_infer.PrecisionType.Float32
yield self.create_inference_config(), generate_trt_nodes_num(
attrs, True
), (1e-5, 1e-5)
yield (
self.create_inference_config(),
generate_trt_nodes_num(attrs, True),
(1e-5, 1e-5),
)
self.trt_param.precision = paddle_infer.PrecisionType.Half
yield self.create_inference_config(), generate_trt_nodes_num(
attrs, True
), 1e-2
yield (
self.create_inference_config(),
generate_trt_nodes_num(attrs, True),
1e-2,
)

def test(self):
self.run_test()
Expand Down
17 changes: 10 additions & 7 deletions test/ir/inference/test_trt_convert_bitwise_and.py
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -113,7 +113,6 @@ def generate_dynamic_shape(self, attrs):
def sample_predictor_configs(
self, program_config, run_pir=False
) -> tuple[paddle_infer.Config, list[int], float]:

def clear_dynamic_shape():
self.dynamic_shape.min_input_shape = {}
self.dynamic_shape.max_input_shape = {}
Expand All @@ -137,13 +136,17 @@ def generate_trt_nodes_num(attrs, dynamic_shape):
# for dynamic_shape
self.generate_dynamic_shape(attrs)
self.trt_param.precision = paddle_infer.PrecisionType.Float32
yield self.create_inference_config(), generate_trt_nodes_num(
attrs, True
), 1e-5
yield (
self.create_inference_config(),
generate_trt_nodes_num(attrs, True),
1e-5,
)
self.trt_param.precision = paddle_infer.PrecisionType.Half
yield self.create_inference_config(), generate_trt_nodes_num(
attrs, True
), 1e-3
yield (
self.create_inference_config(),
generate_trt_nodes_num(attrs, True),
1e-3,
)

def test(self):
self.run_test(run_pir=True)
Expand Down
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