Loose TRT half test tolerance to 1e-3 (PaddlePaddle#47101)

python/paddle/fluid/tests/unittests/ir/inference/test_trt_convert_activation.py

@@ -134,7 +134,7 @@ def generate_trt_nodes_num(attrs, dynamic_shape):
             attrs, False), 1e-5
         self.trt_param.precision = paddle_infer.PrecisionType.Half
         yield self.create_inference_config(), generate_trt_nodes_num(
-            attrs, False), 1e-5
+            attrs, False), 1e-3
 
         # for dynamic_shape
         generate_dynamic_shape(attrs)
@@ -143,7 +143,7 @@ def generate_trt_nodes_num(attrs, dynamic_shape):
             attrs, True), 1e-5
         self.trt_param.precision = paddle_infer.PrecisionType.Half
         yield self.create_inference_config(), generate_trt_nodes_num(
-            attrs, True), 1e-5
+            attrs, True), 1e-3
 
     def test(self):
         self.run_test()

python/paddle/fluid/tests/unittests/ir/inference/test_trt_convert_arg_max.py

@@ -120,7 +120,7 @@ def generate_trt_nodes_num(attrs, dynamic_shape):
             attrs, False), 1e-5
         self.trt_param.precision = paddle_infer.PrecisionType.Half
         yield self.create_inference_config(), generate_trt_nodes_num(
-            attrs, False), 1e-5
+            attrs, False), 1e-3
 
         # for dynamic_shape
         generate_dynamic_shape(attrs)
@@ -129,7 +129,7 @@ def generate_trt_nodes_num(attrs, dynamic_shape):
             attrs, True), 1e-5
         self.trt_param.precision = paddle_infer.PrecisionType.Half
         yield self.create_inference_config(), generate_trt_nodes_num(
-            attrs, True), 1e-5
+            attrs, True), 1e-3
 
     def test(self):
         self.run_test()

python/paddle/fluid/tests/unittests/ir/inference/test_trt_convert_bmm.py

@@ -12,12 +12,12 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-from trt_layer_auto_scan_test import TrtLayerAutoScanTest, SkipReasons
+from trt_layer_auto_scan_test import TrtLayerAutoScanTest
 from program_config import TensorConfig, ProgramConfig
 import numpy as np
 import paddle.inference as paddle_infer
 from functools import partial
-from typing import Optional, List, Callable, Dict, Any, Set
+from typing import List
 import unittest
 import os
 
@@ -98,7 +98,7 @@ def generate_trt_nodes_num(attrs, dynamic_shape):
             attrs, False), 1e-5
         self.trt_param.precision = paddle_infer.PrecisionType.Half
         yield self.create_inference_config(), generate_trt_nodes_num(
-            attrs, False), 1e-5
+            attrs, False), 1e-3
 
         # The output has little diff between gpu and trt in CI-Windows-Inference
         tol_fp32 = 1e-4

python/paddle/fluid/tests/unittests/ir/inference/test_trt_convert_clip.py

@@ -138,7 +138,7 @@ def generate_trt_nodes_num(attrs, dynamic_shape):
             attrs, False), 1e-5
         self.trt_param.precision = paddle_infer.PrecisionType.Half
         yield self.create_inference_config(), generate_trt_nodes_num(
-            attrs, False), 1e-5
+            attrs, False), 1e-3
 
         # for dynamic_shape
         generate_dynamic_shape(attrs)
@@ -147,7 +147,7 @@ def generate_trt_nodes_num(attrs, dynamic_shape):
             attrs, True), 1e-5
         self.trt_param.precision = paddle_infer.PrecisionType.Half
         yield self.create_inference_config(), generate_trt_nodes_num(
-            attrs, True), 1e-5
+            attrs, True), 1e-3
 
     def test(self):
         self.run_test()

python/paddle/fluid/tests/unittests/ir/inference/test_trt_convert_concat.py

@@ -299,7 +299,7 @@ def generate_trt_nodes_num(attrs, dynamic_shape):
             attrs, False), 1e-5
         self.trt_param.precision = paddle_infer.PrecisionType.Half
         yield self.create_inference_config(), generate_trt_nodes_num(
-            attrs, False), 1e-5
+            attrs, False), 1e-3
 
         # for dynamic_shape
         generate_dynamic_shape(attrs)
@@ -308,7 +308,7 @@ def generate_trt_nodes_num(attrs, dynamic_shape):
             attrs, True), 1e-5
         self.trt_param.precision = paddle_infer.PrecisionType.Half
         yield self.create_inference_config(), generate_trt_nodes_num(
-            attrs, True), 1e-5
+            attrs, True), 1e-3
 
     def add_skip_trt_case(self):
 

python/paddle/fluid/tests/unittests/ir/inference/test_trt_convert_conv2d_transpose.py

@@ -181,7 +181,7 @@ def generate_trt_nodes_num(attrs, dynamic_shape):
             attrs, False), 1e-5
         self.trt_param.precision = paddle_infer.PrecisionType.Half
         yield self.create_inference_config(), generate_trt_nodes_num(
-            attrs, False), (1e-5, 1e-3)
+            attrs, False), (1e-3, 1e-3)
         # self.trt_param.precision = paddle_infer.PrecisionType.Int8
         # yield self.create_inference_config(), generate_trt_nodes_num(
         #     attrs, False), (1e-5, 1e-5)
@@ -193,7 +193,7 @@ def generate_trt_nodes_num(attrs, dynamic_shape):
             attrs, True), 1e-5
         self.trt_param.precision = paddle_infer.PrecisionType.Half
         yield self.create_inference_config(), generate_trt_nodes_num(
-            attrs, True), (1e-5, 1e-3)
+            attrs, True), (1e-3, 1e-3)
         # self.trt_param.precision = paddle_infer.PrecisionType.Int8
         # yield self.create_inference_config(), generate_trt_nodes_num(
         #     attrs, True), (1e-5, 1e-5)

python/paddle/fluid/tests/unittests/ir/inference/test_trt_convert_dropout.py

@@ -131,7 +131,7 @@ def generate_trt_nodes_num(attrs, dynamic_shape):
             attrs, False), 1e-5
         self.trt_param.precision = paddle_infer.PrecisionType.Half
         yield self.create_inference_config(), generate_trt_nodes_num(
-            attrs, False), 1e-5
+            attrs, False), 1e-3
 
         # for dynamic_shape
         generate_dynamic_shape(attrs)
@@ -140,7 +140,7 @@ def generate_trt_nodes_num(attrs, dynamic_shape):
             attrs, True), 1e-5
         self.trt_param.precision = paddle_infer.PrecisionType.Half
         yield self.create_inference_config(), generate_trt_nodes_num(
-            attrs, True), 1e-5
+            attrs, True), 1e-3
 
     def add_skip_trt_case(self):
         pass

python/paddle/fluid/tests/unittests/ir/inference/test_trt_convert_equal.py

@@ -147,7 +147,7 @@ def generate_trt_nodes_num(attrs, dynamic_shape):
             attrs, False), 1e-5
         self.trt_param.precision = paddle_infer.PrecisionType.Half
         yield self.create_inference_config(), generate_trt_nodes_num(
-            attrs, False), 1e-5
+            attrs, False), 1e-3
 
         # for dynamic_shape
         generate_dynamic_shape(attrs)
@@ -156,7 +156,7 @@ def generate_trt_nodes_num(attrs, dynamic_shape):
             attrs, True), 1e-5
         self.trt_param.precision = paddle_infer.PrecisionType.Half
         yield self.create_inference_config(), generate_trt_nodes_num(
-            attrs, True), 1e-5
+            attrs, True), 1e-3
 
     def test(self):
         self.run_test()

python/paddle/fluid/tests/unittests/ir/inference/test_trt_convert_gather.py

@@ -185,7 +185,7 @@ def generate_trt_nodes_num(dynamic_shape):
             False), 1e-5
         self.trt_param.precision = paddle_infer.PrecisionType.Half
         yield self.create_inference_config(), generate_trt_nodes_num(
-            False), 1e-5
+            False), 1e-3
 
         # for dynamic_shape
         generate_dynamic_shape(attrs)

python/paddle/fluid/tests/unittests/ir/inference/test_trt_convert_gather_nd.py

@@ -95,14 +95,14 @@ def clear_dynamic_shape():
         self.trt_param.precision = paddle_infer.PrecisionType.Float32
         yield self.create_inference_config(), (0, 4), 1e-5
         self.trt_param.precision = paddle_infer.PrecisionType.Half
-        yield self.create_inference_config(), (0, 4), 1e-5
+        yield self.create_inference_config(), (0, 4), 1e-3
 
         # for dynamic_shape
         generate_dynamic_shape(attrs)
         self.trt_param.precision = paddle_infer.PrecisionType.Float32
         yield self.create_inference_config(), (1, 3), 1e-5
         self.trt_param.precision = paddle_infer.PrecisionType.Half
-        yield self.create_inference_config(), (1, 3), 1e-5
+        yield self.create_inference_config(), (1, 3), 1e-3
 
     def add_skip_trt_case(self):
 
@@ -188,14 +188,14 @@ def clear_dynamic_shape():
         self.trt_param.precision = paddle_infer.PrecisionType.Float32
         yield self.create_inference_config(), (0, 4), 1e-5
         self.trt_param.precision = paddle_infer.PrecisionType.Half
-        yield self.create_inference_config(), (0, 4), 1e-5
+        yield self.create_inference_config(), (0, 4), 1e-3
 
         # for dynamic_shape
         generate_dynamic_shape(attrs)
         self.trt_param.precision = paddle_infer.PrecisionType.Float32
         yield self.create_inference_config(), (1, 3), 1e-5
         self.trt_param.precision = paddle_infer.PrecisionType.Half
-        yield self.create_inference_config(), (1, 3), 1e-5
+        yield self.create_inference_config(), (1, 3), 1e-3
 
     def add_skip_trt_case(self):
 
@@ -281,14 +281,14 @@ def clear_dynamic_shape():
         self.trt_param.precision = paddle_infer.PrecisionType.Float32
         yield self.create_inference_config(), (0, 4), 1e-5
         self.trt_param.precision = paddle_infer.PrecisionType.Half
-        yield self.create_inference_config(), (0, 4), 1e-5
+        yield self.create_inference_config(), (0, 4), 1e-3
 
         # for dynamic_shape
         generate_dynamic_shape(attrs)
         self.trt_param.precision = paddle_infer.PrecisionType.Float32
         yield self.create_inference_config(), (1, 3), 1e-5
         self.trt_param.precision = paddle_infer.PrecisionType.Half
-        yield self.create_inference_config(), (1, 3), 1e-5
+        yield self.create_inference_config(), (1, 3), 1e-3
 
     def add_skip_trt_case(self):
 
@@ -374,14 +374,14 @@ def clear_dynamic_shape():
         self.trt_param.precision = paddle_infer.PrecisionType.Float32
         yield self.create_inference_config(), (0, 4), 1e-5
         self.trt_param.precision = paddle_infer.PrecisionType.Half
-        yield self.create_inference_config(), (0, 4), 1e-5
+        yield self.create_inference_config(), (0, 4), 1e-3
 
         # for dynamic_shape
         generate_dynamic_shape(attrs)
         self.trt_param.precision = paddle_infer.PrecisionType.Float32
         yield self.create_inference_config(), (1, 3), 1e-5
         self.trt_param.precision = paddle_infer.PrecisionType.Half
-        yield self.create_inference_config(), (1, 3), 1e-5
+        yield self.create_inference_config(), (1, 3), 1e-3
 
     def add_skip_trt_case(self):
 
@@ -467,14 +467,14 @@ def clear_dynamic_shape():
         self.trt_param.precision = paddle_infer.PrecisionType.Float32
         yield self.create_inference_config(), (0, 4), 1e-5
         self.trt_param.precision = paddle_infer.PrecisionType.Half
-        yield self.create_inference_config(), (0, 4), 1e-5
+        yield self.create_inference_config(), (0, 4), 1e-3
 
         # for dynamic_shape
         generate_dynamic_shape(attrs)
         self.trt_param.precision = paddle_infer.PrecisionType.Float32
         yield self.create_inference_config(), (1, 3), 1e-5
         self.trt_param.precision = paddle_infer.PrecisionType.Half
-        yield self.create_inference_config(), (1, 3), 1e-5
+        yield self.create_inference_config(), (1, 3), 1e-3
 
     def add_skip_trt_case(self):
 
@@ -561,14 +561,14 @@ def clear_dynamic_shape():
         self.trt_param.precision = paddle_infer.PrecisionType.Float32
         yield self.create_inference_config(), (0, 4), 1e-5
         self.trt_param.precision = paddle_infer.PrecisionType.Half
-        yield self.create_inference_config(), (0, 4), 1e-5
+        yield self.create_inference_config(), (0, 4), 1e-3
 
         # for dynamic_shape
         generate_dynamic_shape(attrs)
         self.trt_param.precision = paddle_infer.PrecisionType.Float32
         yield self.create_inference_config(), (1, 3), 1e-5
         self.trt_param.precision = paddle_infer.PrecisionType.Half
-        yield self.create_inference_config(), (1, 3), 1e-5
+        yield self.create_inference_config(), (1, 3), 1e-3
 
     def test(self):
         self.run_test()

python/paddle/fluid/tests/unittests/ir/inference/test_trt_convert_gelu.py

@@ -126,7 +126,7 @@ def generate_trt_nodes_num(attrs, dynamic_shape):
             attrs, False), 1e-5
         self.trt_param.precision = paddle_infer.PrecisionType.Half
         yield self.create_inference_config(), generate_trt_nodes_num(
-            attrs, False), 1e-5
+            attrs, False), 1e-3
 
         # for dynamic_shape
         generate_dynamic_shape(attrs)
@@ -135,7 +135,7 @@ def generate_trt_nodes_num(attrs, dynamic_shape):
             attrs, True), 1e-5
         self.trt_param.precision = paddle_infer.PrecisionType.Half
         yield self.create_inference_config(), generate_trt_nodes_num(
-            attrs, True), 1e-5
+            attrs, True), 1e-3
 
     def test(self):
         self.run_test()

python/paddle/fluid/tests/unittests/ir/inference/test_trt_convert_group_norm.py

@@ -120,7 +120,7 @@ def generate_trt_nodes_num(attrs, dynamic_shape):
             attrs, False), 1e-5
         self.trt_param.precision = paddle_infer.PrecisionType.Half
         yield self.create_inference_config(), generate_trt_nodes_num(
-            attrs, False), 1e-5
+            attrs, False), 1e-3
 
         # for dynamic_shape
         generate_dynamic_shape(attrs)
@@ -129,7 +129,7 @@ def generate_trt_nodes_num(attrs, dynamic_shape):
             attrs, True), 1e-5
         self.trt_param.precision = paddle_infer.PrecisionType.Half
         yield self.create_inference_config(), generate_trt_nodes_num(
-            attrs, True), 1e-5
+            attrs, True), 1e-3
 
     def add_skip_trt_case(self):
         pass

python/paddle/fluid/tests/unittests/ir/inference/test_trt_convert_hard_sigmoid.py

@@ -98,14 +98,14 @@ def clear_dynamic_shape():
         self.trt_param.precision = paddle_infer.PrecisionType.Float32
         yield self.create_inference_config(), (1, 2), 1e-5
         self.trt_param.precision = paddle_infer.PrecisionType.Half
-        yield self.create_inference_config(), (1, 2), 1e-5
+        yield self.create_inference_config(), (1, 2), 1e-3
 
         # for dynamic_shape
         generate_dynamic_shape(attrs)
         self.trt_param.precision = paddle_infer.PrecisionType.Float32
         yield self.create_inference_config(), (1, 2), 1e-5
         self.trt_param.precision = paddle_infer.PrecisionType.Half
-        yield self.create_inference_config(), (1, 2), 1e-5
+        yield self.create_inference_config(), (1, 2), 1e-3
 
     def test(self):
         self.run_test()

python/paddle/fluid/tests/unittests/ir/inference/test_trt_convert_hard_swish.py

@@ -100,7 +100,7 @@ def generate_trt_nodes_num(attrs, dynamic_shape):
             attrs, False), 1e-5
         self.trt_param.precision = paddle_infer.PrecisionType.Half
         yield self.create_inference_config(), generate_trt_nodes_num(
-            attrs, False), (1e-5, 1e-5)
+            attrs, False), (1e-3, 1e-3)
 
         # for dynamic_shape
         generate_dynamic_shape(attrs)
@@ -109,7 +109,7 @@ def generate_trt_nodes_num(attrs, dynamic_shape):
             attrs, True), 1e-5
         self.trt_param.precision = paddle_infer.PrecisionType.Half
         yield self.create_inference_config(), generate_trt_nodes_num(
-            attrs, True), (1e-5, 1e-5)
+            attrs, True), (1e-3, 1e-3)
 
     def test(self):
         self.run_test()

python/paddle/fluid/tests/unittests/ir/inference/test_trt_convert_leaky_relu.py

@@ -104,10 +104,10 @@ def generate_trt_nodes_num(attrs, dynamic_shape):
             attrs, False), 1e-5
         self.trt_param.precision = paddle_infer.PrecisionType.Half
         yield self.create_inference_config(), generate_trt_nodes_num(
-            attrs, False), (1e-5, 1e-5)
+            attrs, False), (1e-3, 1e-3)
         self.trt_param.precision = paddle_infer.PrecisionType.Int8
         yield self.create_inference_config(), generate_trt_nodes_num(
-            attrs, False), (1e-5, 1e-5)
+            attrs, False), (1e-3, 1e-3)
 
         # for dynamic_shape
         generate_dynamic_shape(attrs)
@@ -116,10 +116,10 @@ def generate_trt_nodes_num(attrs, dynamic_shape):
             attrs, True), 1e-5
         self.trt_param.precision = paddle_infer.PrecisionType.Half
         yield self.create_inference_config(), generate_trt_nodes_num(
-            attrs, True), (1e-5, 1e-5)
+            attrs, True), (1e-3, 1e-3)
         self.trt_param.precision = paddle_infer.PrecisionType.Int8
         yield self.create_inference_config(), generate_trt_nodes_num(
-            attrs, True), (1e-5, 1e-5)
+            attrs, True), (1e-3, 1e-3)
 
     def test(self):
         self.run_test()

python/paddle/fluid/tests/unittests/ir/inference/test_trt_convert_matmul.py

@@ -102,7 +102,7 @@ def clear_dynamic_shape():
         self.trt_param.precision = paddle_infer.PrecisionType.Float32
         yield self.create_inference_config(), (1, 3), 1e-5
         self.trt_param.precision = paddle_infer.PrecisionType.Half
-        yield self.create_inference_config(), (1, 3), 1e-5
+        yield self.create_inference_config(), (1, 3), 1e-3
 
     def test(self):
         self.run_test()
@@ -198,7 +198,7 @@ def generate_dynamic_shape(attrs):
         self.trt_param.precision = paddle_infer.PrecisionType.Float32
         yield self.create_inference_config(), (1, 3), 1e-5
         self.trt_param.precision = paddle_infer.PrecisionType.Half
-        yield self.create_inference_config(), (1, 3), 1e-5
+        yield self.create_inference_config(), (1, 3), 1e-3
 
     def add_skip_trt_case(self):
         pass

python/paddle/fluid/tests/unittests/ir/inference/test_trt_convert_multihead_matmul.py

@@ -427,15 +427,15 @@ def clear_dynamic_shape():
         self.trt_param.workspace_size = 2013265920
         yield self.create_inference_config(), (1, 4), (1e-5, 1e-5)
         self.trt_param.precision = paddle_infer.PrecisionType.Half
-        yield self.create_inference_config(), (1, 4), (1e-5, 1e-5)
+        yield self.create_inference_config(), (1, 4), (1e-3, 1e-3)
 
         # for dynamic_shape
         generate_dynamic_shape(attrs)
         self.trt_param.precision = paddle_infer.PrecisionType.Float32
         self.trt_param.workspace_size = 2013265920
         yield self.create_inference_config(), (1, 3), (1e-5, 1e-4)
         self.trt_param.precision = paddle_infer.PrecisionType.Half
-        yield self.create_inference_config(), (1, 3), (1e-5, 1e-5)
+        yield self.create_inference_config(), (1, 3), (1e-3, 1e-3)
 
     def add_skip_trt_case(self):