Fix ouputs outputs

python/paddle/distributed/fleet/meta_optimizers/raw_program_optimizer.py

@@ -379,7 +379,7 @@ def _allreduce_fusion_program(self):
                         continue
                     param_grads.append((param, grad))
 
-        outputs_name_to_idx = self.__get_ouputs_name_to_idx(
+        outputs_name_to_idx = self.__get_outputs_name_to_idx(
             first_backward_idx, block
         )
 
@@ -476,7 +476,7 @@ def get_after_idx_of_fuse_group(grad_param_segments):
                     idx += 1
 
         # update the outputs_name_to_idx after insertion of sync/allreduce ops
-        outputs_name_to_idx = self.__get_ouputs_name_to_idx(
+        outputs_name_to_idx = self.__get_outputs_name_to_idx(
             first_backward_idx, block
         )
         # the before_idx is not guaranteed sorted, therefore we have to find the
@@ -530,7 +530,7 @@ def get_after_idx_of_fuse_group(grad_param_segments):
                 break
         block._sync_with_cpp()
 
-    def __get_ouputs_name_to_idx(self, first_backward_idx, block):
+    def __get_outputs_name_to_idx(self, first_backward_idx, block):
         # Each item of outputs_name_to_idx is a pair of idx.
         # The first entry of this pair is the idx of the first op generates the grad,
         # which is used to indicate the position to insert coalesce op.

test/ir/pir/fused_pass/test_fused_dropout_add_pass.py

@@ -42,7 +42,7 @@ def _test_fused_dropout_add(self):
                 pm = paddle.pir.PassManager()
                 pm.add_pass(
                     'fused_dropout_add_pass'
-                )  # apply pass to elimitate dead code
+                )  # apply pass to eliminate dead code
                 pm.run(main_program)
                 op_names = [op.name() for op in main_program.global_block().ops]
                 self.assertTrue('pd_op.fused_dropout_add' in op_names)
@@ -91,7 +91,7 @@ def test_fused_dropout_add_grad(self):
                 pm = paddle.pir.PassManager()
                 pm.add_pass(
                     'fused_dropout_add_pass'
-                )  # apply pass to elimitate dead code
+                )  # apply pass to eliminate dead code
                 pm.run(main_program)
                 op_names = [op.name() for op in main_program.global_block().ops]
                 self.assertTrue(

test/ir/pir/fused_pass/test_fused_gemm_epilogue_pass.py

@@ -42,7 +42,7 @@ def get_cuda_version():
     not core.is_compiled_with_cuda() or get_cuda_version() < 11060,
     "core is not complied with CUDA or nvcc version is less than11.6",
 )
-class TestFusedgemm_epilogueAdd(unittest.TestCase):
+class TestFusedGemm_epilogueAdd(unittest.TestCase):
     def test_fused_gemm_epilogue_add(self):
         with paddle.pir_utils.IrGuard():
             x_np = np.random.normal(3, 2.5, size=(1024, 1024)).astype(
@@ -94,7 +94,7 @@ def test_fused_gemm_epilogue_add(self):
                 pm = paddle.pir.PassManager()
                 pm.add_pass(
                     'fused_gemm_epilogue_pass'
-                )  # apply pass to elimitate dead code
+                )  # apply pass to eliminate dead code
                 pm.run(main_program)
                 op_names = [op.name() for op in main_program.global_block().ops]
                 self.assertTrue(

test/ir/pir/fused_pass/test_pir_fc_elementwise_layernorm_fuse_pass.py

@@ -29,7 +29,7 @@ class TestFcElementwiseLayerNormFusePattern(PassTest):
      \     /
        Add
         |
-      LayerNrom
+      LayerNorm
     """
 
     def is_program_valid(self, program=None):

test/ir/pir/test_pass_manager.py

@@ -52,15 +52,15 @@ def test_op(self):
         pm = pir.PassManager()
         pm.add_pass(
             'dead_code_elimination_pass'
-        )  # apply pass to elimitate dead code
+        )  # apply pass to eliminate dead code
         pm.run(new_program)
         op_names = [op.name() for op in new_program.global_block().ops]
         # print(op_names)
         self.assertEqual(pm.passes(), ['dead_code_elimination_pass'])
         self.assertFalse(pm.empty())
         self.assertTrue(
             'pd_op.uniform' not in op_names
-        )  # uniform is elimited because its output is not used
+        )  # uniform is eliminated because its output is not used
 
 
 if __name__ == "__main__":

test/ir/pir/test_pir_identity_op_clean_pass.py

@@ -27,7 +27,7 @@ class TestRemoveUselessScalePattern(PassTest):
     def is_program_valid(self, program=None):
         return True
 
-    def build_ir_progam(self):
+    def build_ir_program(self):
         with paddle.pir_utils.IrGuard():
             start_prog = paddle.static.Program()
             main_prog = paddle.static.Program()
@@ -46,7 +46,7 @@ def build_ir_progam(self):
                 return [main_prog, start_prog]
 
     def sample_program(self):
-        pir_program = self.build_ir_progam()
+        pir_program = self.build_ir_program()
         yield pir_program, False
 
     def test_check_output(self):
@@ -58,7 +58,7 @@ def setUp(self):
             self.places.append(paddle.CUDAPlace(0))
 
 
-class TestRemoveRedundentScalePattern(PassTest):
+class TestRemoveRedundantScalePattern(PassTest):
     def is_program_valid(self, program=None):
         return True
 
@@ -169,7 +169,7 @@ def setUp(self):
             self.places.append(paddle.CUDAPlace(0))
 
 
-class TestRemoveRedundentCastPattern(PassTest):
+class TestRemoveRedundantCastPattern(PassTest):
     def is_program_valid(self, program=None):
         return True
 
@@ -204,7 +204,7 @@ def setUp(self):
             self.places.append(paddle.CUDAPlace(0))
 
 
-class TestRemoveRedundentTransposePattern(PassTest):
+class TestRemoveRedundantTransposePattern(PassTest):
     def is_program_valid(self, program=None):
         return True
 

test/ir/pir/test_pir_to_static.py

@@ -54,7 +54,7 @@ def func(x):
         x_grad_ans = x.grad.numpy()
         x.clear_gradient()
 
-        # ==== to static compuatation ====
+        # ==== to static computation ====
         out = static_func(x)
         out = out * 2
         out.backward()

test/ir/pir/test_standalone_pir.py

@@ -345,7 +345,7 @@ def func(x, y):
         np.testing.assert_array_equal(z.numpy(), gold_res)
 
 
-# TODO(phlrain): open this after fix pr(55509) confict
+# TODO(phlrain): open this after fix pr(55509) conflict
 # class TestPirLogicalDygraph(unittest.TestCase):
 #     def test_with_pir(self):
 #         paddle.disable_static()

test/ir/pir/test_stop_gradient.py

@@ -41,7 +41,7 @@ def test_data(self):
     # TODO(Aurelius84): Add more test cases after API is migrated.
 
 
-class TestParametes(unittest.TestCase):
+class TestParameters(unittest.TestCase):
     def setUp(self):
         paddle.enable_static()
 

test/ir/pir/test_while_api.py

@@ -195,7 +195,7 @@ def test_backward(self):
                 "pd_op.add_grad",
             )
 
-    def test_backward_with_loop_var_same_to_extral_var(self):
+    def test_backward_with_loop_var_same_to_extra_var(self):
         main_program = paddle.static.Program()
         with paddle.pir.core.program_guard(main_program):
             i = paddle.full(shape=[1], fill_value=0)