[CodeStyle][Typos][G-[1-5]] Fix typos(guassian, gloabl, graident, gra…

…mmer, grpah) (#70460)

_typos.toml

@@ -145,11 +145,6 @@ funcion = 'funcion'
 Funcion = 'Funcion'
 futher = 'futher'
 furture = 'furture'
-guassian = 'guassian'
-gloabl = 'gloabl'
-graident = 'graident'
-grammer = 'grammer'
-grpah = 'grpah'
 Greate = 'Greate'
 groupped = 'groupped'
 gard = 'gard'

paddle/phi/kernels/gpu/lars_momentum_kernel.cu

@@ -193,7 +193,7 @@ __global__ void L2NormKernel(
     g_buffer[blockIdx.x] = g_tmp;
   }
 #if CUDA_VERSION >= 11000
-  cg->sync();  // Grid sync for writring partial result to gloabl memory
+  cg->sync();  // Grid sync for writring partial result to global memory
   MT p_part_sum = threadIdx.x < gridDim.x ? p_buffer[threadIdx.x] : 0;
   MT g_part_sum = threadIdx.x < gridDim.x ? g_buffer[threadIdx.x] : 0;
   MT tmp0 = phi::funcs::BlockReduceSum<MT>(p_part_sum, FINAL_MASK);

python/paddle/distributed/passes/pipeline_scheduler_pass/pipeline_zero_bubble.py

@@ -167,7 +167,7 @@ def _create_job_list(self):
 
         assert num_micro_batches % pp_degree == 0
 
-        # TODO(luchang): Fix the graident explosion issue when  num_model_chunks(accumulate steps) > pp_degree
+        # TODO(luchang): Fix the gradient explosion issue when  num_model_chunks(accumulate steps) > pp_degree
         assert (
             num_micro_batches <= pp_degree
         ), "zbvpp now only supports accumulate steps <= pp degree. It will cause gradient exploitation when accumulate steps > pp degree."

python/paddle/jit/dy2static/program_translator.py

@@ -1629,7 +1629,7 @@ def __init__(self):
         self._recent_cache_key = None
 
     def _build_once(self, cache_key):
-        # TODO(Aurelius84): Need a gloabl FLAGS to enable/disable to_prim
+        # TODO(Aurelius84): Need a global FLAGS to enable/disable to_prim
         enable_prim = cache_key.kwargs['build_strategy'].build_cinn_pass
 
         if use_pir_api():

python/paddle/nn/initializer/normal.py

@@ -89,7 +89,7 @@ def forward(
                 "complex64",
                 "complex128",
             ],
-            "guassian_random",
+            "gaussian_random",
         )
 
         if self._seed == 0:

test/cpp/pir/core/program_translator_test.cc

@@ -165,7 +165,7 @@ TEST(OperatorDialectTest, StartupProgram) {
   size_t op_size = program->block()->size();
   // ops.size() = op size in BlockDesc + parameter_op +
   // consant_op_for_uniform
-  // + consant_op for guassian
+  // + consant_op for gaussian
   EXPECT_EQ(op_size, p.Block(0).OpSize() + program->parameters_num() + 3 + 53);
 
   std::stringstream ss;

test/dygraph_to_static/test_seq2seq.py

@@ -75,11 +75,11 @@ def train(args, attn_model=False):
                 )
             )
 
-        gloabl_norm_clip = ClipGradByGlobalNorm(args.max_grad_norm)
+        global_norm_clip = ClipGradByGlobalNorm(args.max_grad_norm)
         optimizer = paddle.optimizer.SGD(
             args.learning_rate,
             parameters=model.parameters(),
-            grad_clip=gloabl_norm_clip,
+            grad_clip=global_norm_clip,
         )
 
         model.train()

test/indexing/test_setitem.py

@@ -342,7 +342,7 @@ def test_combined_indexing_and_value_is_tensor_3(self):
         np.testing.assert_allclose(x.numpy(), np_data)
 
     def test_inplace_with_stride_bwd_1(self):
-        # combined-setitem case for X with stop_graident=False
+        # combined-setitem case for X with stop_gradient=False
         np_v = np.random.randn(3, 1).astype(self.ndtype)
         if self.dtype == 'bfloat16':
             np_v = convert_uint16_to_float(convert_float_to_uint16(np_v))
@@ -374,7 +374,7 @@ def test_inplace_with_stride_bwd_1(self):
             np.testing.assert_equal(v.grad.numpy(), expected_v_grad)
 
     def test_inplace_with_stride_bwd_2(self):
-        # combined-setitem case for X with stop_graident=True
+        # combined-setitem case for X with stop_gradient=True
         np_v = np.random.randn(3, 1).astype(self.ndtype)
         if self.dtype == 'bfloat16':
             np_v = convert_uint16_to_float(convert_float_to_uint16(np_v))
@@ -406,7 +406,7 @@ def test_inplace_with_stride_bwd_2(self):
             np.testing.assert_equal(v.grad.numpy(), expected_v_grad)
 
     def test_inplace_with_stride_bwd_3(self):
-        # advanced-setitem case for X with stop_graident=False
+        # advanced-setitem case for X with stop_gradient=False
         np_v = np.random.randn(3, 3, 1).astype(self.ndtype)
         if self.dtype == 'bfloat16':
             np_v = convert_uint16_to_float(convert_float_to_uint16(np_v))
@@ -438,7 +438,7 @@ def test_inplace_with_stride_bwd_3(self):
             np.testing.assert_equal(v.grad.numpy(), expected_v_grad)
 
     def test_inplace_with_stride_bwd_4(self):
-        # advanced-setitem case for X with stop_graident=True
+        # advanced-setitem case for X with stop_gradient=True
         np_v = np.random.randn(3, 3, 1).astype(self.ndtype)
         if self.dtype == 'bfloat16':
             np_v = convert_uint16_to_float(convert_float_to_uint16(np_v))
@@ -470,7 +470,7 @@ def test_inplace_with_stride_bwd_4(self):
             np.testing.assert_equal(v.grad.numpy(), expected_v_grad)
 
     def test_basic_setitem_bwd_1(self):
-        # basic-setitem case for X with stop_graident=False
+        # basic-setitem case for X with stop_gradient=False
         np_v = np.random.randn(5).astype(self.ndtype)
         if self.dtype == 'bfloat16':
             np_v = convert_uint16_to_float(convert_float_to_uint16(np_v))
@@ -502,7 +502,7 @@ def test_basic_setitem_bwd_1(self):
             np.testing.assert_equal(v.grad.numpy(), expected_v_grad)
 
     def test_basic_setitem_bwd_2(self):
-        # basic-setitem case for X with stop_graident=True
+        # basic-setitem case for X with stop_gradient=True
         np_v = np.random.randn(5).astype(self.ndtype)
         if self.dtype == 'bfloat16':
             np_v = convert_uint16_to_float(convert_float_to_uint16(np_v))

test/ir/pir/cinn/symbolic/test_sub_graph_batch_norm.py

@@ -12,7 +12,7 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-# repo: diffusers_sub_grpah
+# repo: diffusers_sub_graph
 # model: stable_diffusion
 # api:paddle.nn.functional.activation.silu||api:paddle.nn.functional.common.dropout||api:paddle.nn.functional.conv.conv2d||api:paddle.nn.functional.conv.conv2d||method:__add__||method:__truediv__
 import unittest

test/ir/pir/cinn/symbolic/test_sub_graph_stable_diffusion_0_st.py

@@ -12,7 +12,7 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-# repo: diffusers_sub_grpah
+# repo: diffusers_sub_graph
 # model: stable_diffusion
 # api:paddle.nn.functional.activation.silu||api:paddle.nn.functional.common.dropout||api:paddle.nn.functional.conv.conv2d||api:paddle.nn.functional.conv.conv2d||method:__add__||method:__truediv__
 import unittest

test/ir/pir/cinn/symbolic/test_sub_graph_stable_diffusion_10_st.py

@@ -12,7 +12,7 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-# repo: diffusers_sub_grpah
+# repo: diffusers_sub_graph
 # model: stable_diffusion
 # api:paddle.nn.functional.conv.conv2d||method:transpose||method:flatten||api:paddle.nn.functional.norm.layer_norm||api:paddle.nn.functional.common.linear||api:paddle.nn.functional.common.linear||api:paddle.nn.functional.common.linear||method:reshape||method:transpose||method:reshape||method:transpose||method:reshape||method:transpose||api:paddle.tensor.linalg.matmul||method:__mul__||api:paddle.nn.functional.activation.softmax||api:paddle.tensor.linalg.matmul||method:transpose||method:reshape||api:paddle.nn.functional.common.linear||api:paddle.nn.functional.common.dropout||method:__truediv__||method:__add__||api:paddle.nn.functional.norm.layer_norm||api:paddle.nn.functional.common.linear||api:paddle.nn.functional.common.linear||api:paddle.nn.functional.common.linear||method:reshape||method:transpose||method:reshape||method:transpose||method:reshape||method:transpose||api:paddle.tensor.linalg.matmul||method:__mul__||api:paddle.nn.functional.activation.softmax||api:paddle.tensor.linalg.matmul||method:transpose||method:reshape||api:paddle.nn.functional.common.linear||api:paddle.nn.functional.common.dropout||method:__truediv__||method:__add__||api:paddle.nn.functional.norm.layer_norm||api:paddle.nn.functional.common.linear||method:chunk||api:paddle.nn.functional.activation.gelu||method:__mul__||api:paddle.nn.functional.common.dropout||api:paddle.nn.functional.common.linear||method:__add__||method:reshape||method:transpose||api:paddle.nn.functional.conv.conv2d||method:__add__
 import unittest

test/ir/pir/cinn/symbolic/test_sub_graph_stable_diffusion_11_st.py

@@ -12,7 +12,7 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-# repo: diffusers_sub_grpah
+# repo: diffusers_sub_graph
 # model: stable_diffusion
 # api:paddle.nn.functional.activation.silu||api:paddle.nn.functional.common.dropout||api:paddle.nn.functional.conv.conv2d||api:paddle.nn.functional.conv.conv2d||method:__add__||method:__truediv__
 import unittest

test/ir/pir/cinn/symbolic/test_sub_graph_stable_diffusion_12_st.py

@@ -12,7 +12,7 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-# repo: diffusers_sub_grpah
+# repo: diffusers_sub_graph
 # model: stable_diffusion
 # method:cast||api:paddle.tensor.attribute.shape||method:__getitem__||method:__getitem__||method:__getitem__||method:__getitem__
 import unittest

test/ir/pir/cinn/symbolic/test_sub_graph_stable_diffusion_13_st.py

@@ -12,7 +12,7 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-# repo: diffusers_sub_grpah
+# repo: diffusers_sub_graph
 # model: stable_diffusion
 # api:paddle.nn.functional.conv.conv2d||method:transpose||method:flatten||api:paddle.nn.functional.norm.layer_norm||api:paddle.nn.functional.common.linear||api:paddle.nn.functional.common.linear||api:paddle.nn.functional.common.linear||method:reshape||method:transpose||method:reshape||method:transpose||method:reshape||method:transpose||api:paddle.tensor.linalg.matmul||method:__mul__||api:paddle.nn.functional.activation.softmax||api:paddle.tensor.linalg.matmul||method:transpose||method:reshape||api:paddle.nn.functional.common.linear||api:paddle.nn.functional.common.dropout||method:__truediv__||method:__add__||api:paddle.nn.functional.norm.layer_norm||api:paddle.nn.functional.common.linear||api:paddle.nn.functional.common.linear||api:paddle.nn.functional.common.linear||method:reshape||method:transpose||method:reshape||method:transpose||method:reshape||method:transpose||api:paddle.tensor.linalg.matmul||method:__mul__||api:paddle.nn.functional.activation.softmax||api:paddle.tensor.linalg.matmul||method:transpose||method:reshape||api:paddle.nn.functional.common.linear||api:paddle.nn.functional.common.dropout||method:__truediv__||method:__add__||api:paddle.nn.functional.norm.layer_norm||api:paddle.nn.functional.common.linear||method:chunk||api:paddle.nn.functional.activation.gelu||method:__mul__||api:paddle.nn.functional.common.dropout||api:paddle.nn.functional.common.linear||method:__add__||method:reshape||method:transpose||api:paddle.nn.functional.conv.conv2d||method:__add__
 import unittest

test/ir/pir/cinn/symbolic/test_sub_graph_stable_diffusion_14_st.py

@@ -12,7 +12,7 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-# repo: diffusers_sub_grpah
+# repo: diffusers_sub_graph
 # model: stable_diffusion
 # api:paddle.nn.functional.activation.silu||api:paddle.nn.functional.conv.conv2d||api:paddle.nn.functional.activation.silu||api:paddle.nn.functional.common.linear||method:__getitem__||method:__add__
 import unittest

test/ir/pir/cinn/symbolic/test_sub_graph_stable_diffusion_15_st.py

@@ -12,7 +12,7 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-# repo: diffusers_sub_grpah
+# repo: diffusers_sub_graph
 # model: stable_diffusion
 # api:paddle.nn.functional.activation.silu||api:paddle.nn.functional.common.dropout||api:paddle.nn.functional.conv.conv2d||method:__add__||method:__truediv__
 import unittest

test/ir/pir/cinn/symbolic/test_sub_graph_stable_diffusion_16_st.py

@@ -12,7 +12,7 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-# repo: diffusers_sub_grpah
+# repo: diffusers_sub_graph
 # model: stable_diffusion
 # api:paddle.nn.functional.activation.silu||api:paddle.nn.functional.common.dropout||api:paddle.nn.functional.conv.conv2d||api:paddle.nn.functional.conv.conv2d||method:__add__||method:__truediv__
 import unittest

test/ir/pir/cinn/symbolic/test_sub_graph_stable_diffusion_17_st.py

@@ -12,7 +12,7 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-# repo: diffusers_sub_grpah
+# repo: diffusers_sub_graph
 # model: stable_diffusion
 # method:cast||api:paddle.tensor.attribute.shape||method:__getitem__||method:__getitem__||method:__getitem__||method:__getitem__
 import unittest

test/ir/pir/cinn/symbolic/test_sub_graph_stable_diffusion_18_st.py

@@ -12,7 +12,7 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-# repo: diffusers_sub_grpah
+# repo: diffusers_sub_graph
 # model: stable_diffusion
 # api:paddle.nn.functional.conv.conv2d||method:transpose||method:flatten||api:paddle.nn.functional.norm.layer_norm||api:paddle.nn.functional.common.linear||api:paddle.nn.functional.common.linear||api:paddle.nn.functional.common.linear||method:reshape||method:transpose||method:reshape||method:transpose||method:reshape||method:transpose||api:paddle.tensor.linalg.matmul||method:__mul__||api:paddle.nn.functional.activation.softmax||api:paddle.tensor.linalg.matmul||method:transpose||method:reshape||api:paddle.nn.functional.common.linear||api:paddle.nn.functional.common.dropout||method:__truediv__||method:__add__||api:paddle.nn.functional.norm.layer_norm||api:paddle.nn.functional.common.linear||api:paddle.nn.functional.common.linear||api:paddle.nn.functional.common.linear||method:reshape||method:transpose||method:reshape||method:transpose||method:reshape||method:transpose||api:paddle.tensor.linalg.matmul||method:__mul__||api:paddle.nn.functional.activation.softmax||api:paddle.tensor.linalg.matmul||method:transpose||method:reshape||api:paddle.nn.functional.common.linear||api:paddle.nn.functional.common.dropout||method:__truediv__||method:__add__||api:paddle.nn.functional.norm.layer_norm||api:paddle.nn.functional.common.linear||method:chunk||api:paddle.nn.functional.activation.gelu||method:__mul__||api:paddle.nn.functional.common.dropout||api:paddle.nn.functional.common.linear||method:__add__||method:reshape||method:transpose||api:paddle.nn.functional.conv.conv2d||method:__add__
 import unittest

test/ir/pir/cinn/symbolic/test_sub_graph_stable_diffusion_19_st.py

@@ -12,7 +12,7 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-# repo: diffusers_sub_grpah
+# repo: diffusers_sub_graph
 # model: stable_diffusion
 # api:paddle.nn.functional.activation.silu||api:paddle.nn.functional.conv.conv2d||api:paddle.nn.functional.activation.silu||api:paddle.nn.functional.common.linear||method:__getitem__||method:__add__
 import unittest

test/ir/pir/cinn/symbolic/test_sub_graph_stable_diffusion_1_st.py

@@ -12,7 +12,7 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-# repo: diffusers_sub_grpah
+# repo: diffusers_sub_graph
 # model: stable_diffusion
 # api:paddle.nn.functional.activation.silu||api:paddle.nn.functional.common.dropout||api:paddle.nn.functional.conv.conv2d||api:paddle.nn.functional.conv.conv2d||method:__add__||method:__truediv__
 import unittest

test/ir/pir/cinn/symbolic/test_sub_graph_stable_diffusion_20_st.py

@@ -12,7 +12,7 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-# repo: diffusers_sub_grpah
+# repo: diffusers_sub_graph
 # model: stable_diffusion
 # api:paddle.nn.functional.activation.silu||api:paddle.nn.functional.common.dropout||api:paddle.nn.functional.conv.conv2d||method:__add__||method:__truediv__
 import unittest

test/ir/pir/cinn/symbolic/test_sub_graph_stable_diffusion_21_st.py

@@ -12,7 +12,7 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-# repo: diffusers_sub_grpah
+# repo: diffusers_sub_graph
 # model: stable_diffusion
 # api:paddle.nn.functional.activation.silu||api:paddle.nn.functional.conv.conv2d||api:paddle.nn.functional.activation.silu||api:paddle.nn.functional.common.linear||method:__getitem__||method:__add__
 import unittest

test/ir/pir/cinn/symbolic/test_sub_graph_stable_diffusion_22_st.py

@@ -12,7 +12,7 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-# repo: diffusers_sub_grpah
+# repo: diffusers_sub_graph
 # model: stable_diffusion
 # api:paddle.nn.functional.activation.silu||api:paddle.nn.functional.common.dropout||api:paddle.nn.functional.conv.conv2d||api:paddle.nn.functional.conv.conv2d||method:__add__||method:__truediv__
 import unittest

test/ir/pir/cinn/symbolic/test_sub_graph_stable_diffusion_23_st.py

@@ -12,7 +12,7 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-# repo: diffusers_sub_grpah
+# repo: diffusers_sub_graph
 # model: stable_diffusion
 # api:paddle.nn.functional.common.interpolate||api:paddle.nn.functional.conv.conv2d
 import unittest

test/ir/pir/cinn/symbolic/test_sub_graph_stable_diffusion_24_st.py

@@ -12,7 +12,7 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-# repo: diffusers_sub_grpah
+# repo: diffusers_sub_graph
 # model: stable_diffusion
 # api:paddle.nn.functional.common.interpolate||api:paddle.nn.functional.conv.conv2d
 import unittest

test/ir/pir/cinn/symbolic/test_sub_graph_stable_diffusion_25_st.py

@@ -12,7 +12,7 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-# repo: diffusers_sub_grpah
+# repo: diffusers_sub_graph
 # model: stable_diffusion
 # method:cast||method:cast||api:paddle.nn.functional.loss.mse_loss||method:mean||method:mean
 import unittest

test/ir/pir/cinn/symbolic/test_sub_graph_stable_diffusion_2_st.py

@@ -12,7 +12,7 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-# repo: diffusers_sub_grpah
+# repo: diffusers_sub_graph
 # model: stable_diffusion
 # method:transpose||api:paddle.nn.functional.common.linear||api:paddle.nn.functional.common.linear||api:paddle.nn.functional.common.linear||method:reshape||method:transpose||method:reshape||method:transpose||method:reshape||method:transpose||api:paddle.tensor.linalg.matmul||method:__mul__||method:cast||api:paddle.nn.functional.activation.softmax||method:cast||api:paddle.tensor.linalg.matmul||method:transpose||method:reshape||api:paddle.nn.functional.common.linear||api:paddle.nn.functional.common.dropout||method:transpose||method:reshape||method:__add__||method:__truediv__
 import unittest

test/ir/pir/cinn/symbolic/test_sub_graph_stable_diffusion_3_st.py

@@ -12,7 +12,7 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-# repo: diffusers_sub_grpah
+# repo: diffusers_sub_graph
 # model: stable_diffusion
 # api:paddle.tensor.manipulation.chunk||api:paddle.tensor.math.clip||method:__rmul__||api:paddle.tensor.ops.exp||api:paddle.tensor.ops.exp
 import unittest

test/ir/pir/cinn/symbolic/test_sub_graph_stable_diffusion_4_st.py

@@ -12,7 +12,7 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-# repo: diffusers_sub_grpah
+# repo: diffusers_sub_graph
 # model: stable_diffusion
 # api:paddle.randn||method:__mul__||method:__add__||method:__mul__||api:paddle.randn||api:paddle.randint||method:cast||method:__getitem__||method:__pow__||method:flatten||method:unsqueeze||method:unsqueeze||method:unsqueeze||method:__getitem__||method:__rsub__||method:__pow__||method:flatten||method:unsqueeze||method:unsqueeze||method:unsqueeze||method:__mul__||method:__mul__||method:__add__
 import unittest

test/ir/pir/cinn/symbolic/test_sub_graph_stable_diffusion_5_st.py

@@ -12,7 +12,7 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-# repo: diffusers_sub_grpah
+# repo: diffusers_sub_graph
 # model: stable_diffusion
 # api:paddle.tensor.creation.arange||method:__rmul__||method:__truediv__||api:paddle.tensor.ops.exp||method:__getitem__||method:cast||method:__getitem__||method:__mul__||method:__rmul__||api:paddle.tensor.ops.sin||api:paddle.tensor.ops.cos||api:paddle.tensor.manipulation.concat||method:__getitem__||method:__getitem__||api:paddle.tensor.manipulation.concat
 import unittest

test/ir/pir/cinn/symbolic/test_sub_graph_stable_diffusion_6_st.py

@@ -12,7 +12,7 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-# repo: diffusers_sub_grpah
+# repo: diffusers_sub_graph
 # model: stable_diffusion
 # api:paddle.nn.functional.common.linear||api:paddle.nn.functional.activation.silu||api:paddle.nn.functional.common.linear
 import unittest

test/ir/pir/cinn/symbolic/test_sub_graph_stable_diffusion_7_st.py

@@ -12,7 +12,7 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-# repo: diffusers_sub_grpah
+# repo: diffusers_sub_graph
 # model: stable_diffusion
 # api:paddle.nn.functional.activation.silu||api:paddle.nn.functional.conv.conv2d||api:paddle.nn.functional.activation.silu||api:paddle.nn.functional.common.linear||method:__getitem__||method:__add__
 import unittest