[OpTestPy] support opencl on elementwise_pow

docs/performance/benchmark_tools.md

@@ -386,7 +386,7 @@ adb shell "cd /data/local/tmp/benchmark;
     --input_shape=1,3,224,224 \
     --warmup=10 \
     --repeats=20 \
-    --backend=opemncl,arm \
+    --backend=opencl,arm \
     --opencl_cache_dir=/data/local/tmp \
     --opencl_kernel_cache_file=MobileNetV1_kernel.bin \
     --opencl_tuned_file=MobileNetV1_tuned.bin"

lite/tests/unittest_py/op/test_elementwise_pow_op.py

@@ -104,8 +104,9 @@ def sample_program_configs(self, draw):
             input_data_type = draw(st.sampled_from([np.float32]))
 
         def gen_input_data(*args, **kwargs):
+            # The value is small because we do pow operation. The result will be very large if input data is large.
             return np.random.randint(
-                1, 20, size=(kwargs['shape'])).astype(kwargs['dtype'])
+                1, 5, size=(kwargs['shape'])).astype(kwargs['dtype'])
 
         elementwise_pow_op = OpConfig(
             type="elementwise_pow",
@@ -134,11 +135,14 @@ def sample_predictor_configs(self):
 
     def add_ignore_pass_case(self):
         def teller1(program_config, predictor_config):
-            return True
+            input_data_shape = program_config.inputs["input_data_x"].shape
+            if len(input_data_shape) != 4:
+                return True
+            return False
 
         self.add_ignore_check_case(
             teller1, IgnoreReasons.ACCURACY_ERROR,
-            "The elementwise_pow op's result is different from paddle, because paddle has bug on this op, wait paddle fix!"
+            "The elementwise_pow op's result is different from paddle, we should fix it as soon as possible!"
         )
 
     def test(self, *args, **kwargs):

lite/tests/unittest_py/op/test_elementwise_sub_op.py

@@ -141,7 +141,7 @@ def teller1(program_config, predictor_config):
 
         self.add_ignore_check_case(
             teller1, IgnoreReasons.PADDLELITE_NOT_SUPPORT,
-            "The elementwise_min op's result is different from paddle in some case, we should fix it as soon as possible!"
+            "The elementwise_sub op's result is different from paddle in some case, we should fix it as soon as possible!"
         )
 
     def test(self, *args, **kwargs):

tools/ci_tools/ci_autoscan_arm.sh

@@ -112,7 +112,9 @@ function run_test() {
   for target in ${targets[@]}; do
     auto_scan_test $target
   done
+}
 
+function get_summary() {
   cd $WORKSPACE/lite/tests/unittest_py/op/
   python3.8 ../global_var_model.py
   cd $WORKSPACE/lite/tests/unittest_py/pass/
@@ -151,6 +153,7 @@ function main() {
   done
 
   pipeline $TARGET_LIST
+  get_summary
 
   echo "Success for targets:" $TARGET_LIST
 }

tools/ci_tools/ci_autoscan_x86.sh

@@ -82,7 +82,9 @@ function run_test() {
   for target in ${targets[@]}; do
     auto_scan_test $target
   done
+}
 
+function get_summary() {
   cd $WORKSPACE/lite/tests/unittest_py/op/
   python$PYTHON_VERSION ../global_var_model.py
   cd $WORKSPACE/lite/tests/unittest_py/pass/
@@ -116,6 +118,7 @@ function main() {
   done
 
   pipeline
+  get_summary
 
   echo "Success for targets: Host,X86"
 }