Merge pull request #990 from InfiniTensor/demo131

Demo-131 Cuda graph with optimized paged attention

test/infinicore/ops/soft_margin_loss.py

@@ -3,8 +3,8 @@ import os
 
 sys.path.insert(0, os.path.join(os.path.dirname(__file__), ".."))
 
-import torch
 import infinicore
+import torch
 from framework import BaseOperatorTest, TensorSpec, TestCase, GenericTestRunner
 
 # Test cases format: (input_shape, target_shape, input_strides_or_None, reduction_or_None)

test/infinicore/ops/softmin.py

@@ -3,8 +3,8 @@ import os
 
 sys.path.insert(0, os.path.join(os.path.dirname(__file__), ".."))
 
-import torch
 import infinicore
+import torch
 from framework import (
     BaseOperatorTest,
     TensorSpec,

test/infinicore/ops/softplus.py

@@ -3,8 +3,8 @@ import os
 
 sys.path.insert(0, os.path.join(os.path.dirname(__file__), ".."))
 
-import torch
 import infinicore
+import torch
 from framework import (
     BaseOperatorTest,
     TensorSpec,

test/infinicore/ops/softshrink.py

@@ -3,8 +3,8 @@ import os
 
 sys.path.insert(0, os.path.join(os.path.dirname(__file__), ".."))
 
-import torch
 import infinicore
+import torch
 from framework import (
     BaseOperatorTest,
     TensorSpec,

test/infinicore/ops/softsign.py

@@ -3,8 +3,8 @@ import os
 
 sys.path.insert(0, os.path.join(os.path.dirname(__file__), ".."))
 
-import torch
 import infinicore
+import torch
 from framework import (
     BaseOperatorTest,
     TensorSpec,

test/infinicore/ops/sort.py

@@ -3,8 +3,8 @@ import os
 
 sys.path.insert(0, os.path.join(os.path.dirname(__file__), ".."))
 
-import torch
 import infinicore
+import torch
 from framework import (
     BaseOperatorTest,
     CaseResult,

test/infinicore/ops/split.py

@@ -3,8 +3,8 @@ import os
 
 sys.path.insert(0, os.path.join(os.path.dirname(__file__), ".."))
 
-import torch
 import infinicore
+import torch
 from framework import BaseOperatorTest, TensorSpec, TestCase, GenericTestRunner
 
 # Test cases format: (input_shape, input_strides_or_None, split_size_or_sections, dim_or_None)

test/infinicore/ops/sqrt.py

@@ -3,8 +3,8 @@ import os
 
 sys.path.insert(0, os.path.join(os.path.dirname(__file__), ".."))
 
-import torch
 import infinicore
+import torch
 from framework import (
     BaseOperatorTest,
     TensorSpec,

test/infinicore/ops/square.py

@@ -3,8 +3,8 @@ import os
 
 sys.path.insert(0, os.path.join(os.path.dirname(__file__), ".."))
 
-import torch
 import infinicore
+import torch
 from framework import (
     BaseOperatorTest,
     TensorSpec,

test/infinicore/ops/stack.py

@@ -3,8 +3,8 @@ import os
 
 sys.path.insert(0, os.path.join(os.path.dirname(__file__), ".."))
 
-import torch
 import infinicore
+import torch
 from framework import BaseOperatorTest, TensorSpec, TestCase, GenericTestRunner
 
 # ==============================================================================

test/infinicore/ops/std.py

@@ -3,8 +3,8 @@ import os
 
 sys.path.insert(0, os.path.join(os.path.dirname(__file__), ".."))
 
-import torch
 import infinicore
+import torch
 from framework import (
     BaseOperatorTest,
     CaseResult,

test/infinicore/ops/std_mean.py

@@ -3,8 +3,8 @@ import os
 
 sys.path.insert(0, os.path.join(os.path.dirname(__file__), ".."))
 
-import torch
 import infinicore
+import torch
 from framework import (
     BaseOperatorTest,
     TensorSpec,

test/infinicore/ops/sum.py

@@ -3,8 +3,8 @@ import os
 
 sys.path.insert(0, os.path.join(os.path.dirname(__file__), ".."))
 
-import torch
 import infinicore
+import torch
 from framework import (
     BaseOperatorTest,
     TensorSpec,

test/infinicore/ops/svd.py

@@ -3,8 +3,8 @@ import os
 
 sys.path.insert(0, os.path.join(os.path.dirname(__file__), ".."))
 
-import torch
 import infinicore
+import torch
 from framework import BaseOperatorTest, TensorSpec, TestCase, GenericTestRunner
 
 # Test cases format: (matrix_shape, strides_or_None, compute_uv_or_None)

test/infinicore/ops/swiglu.py

@@ -3,8 +3,8 @@ import os
 
 sys.path.insert(0, os.path.join(os.path.dirname(__file__), ".."))
 
-import torch
 import infinicore
+import torch
 from framework import (
     BaseOperatorTest,
     TensorSpec,

test/infinicore/ops/take.py

@@ -3,8 +3,8 @@ import os
 
 sys.path.insert(0, os.path.join(os.path.dirname(__file__), ".."))
 
-import torch
 import infinicore
+import torch
 from framework import BaseOperatorTest, TensorSpec, TestCase, GenericTestRunner
 from framework.tensor import TensorInitializer
 

test/infinicore/ops/tan.py

@@ -3,8 +3,8 @@ import os
 
 sys.path.insert(0, os.path.join(os.path.dirname(__file__), ".."))
 
-import torch
 import infinicore
+import torch
 from framework import (
     BaseOperatorTest,
     TensorSpec,

test/infinicore/ops/tanhshrink.py

@@ -3,8 +3,8 @@ import os
 
 sys.path.insert(0, os.path.join(os.path.dirname(__file__), ".."))
 
-import torch
 import infinicore
+import torch
 from framework import (
     BaseOperatorTest,
     TensorSpec,

test/infinicore/ops/threshold.py

@@ -3,8 +3,8 @@ import os
 
 sys.path.insert(0, os.path.join(os.path.dirname(__file__), ".."))
 
-import torch
 import infinicore
+import torch
 from framework import (
     BaseOperatorTest,
     TensorSpec,

test/infinicore/ops/topk.py

@@ -3,8 +3,8 @@ import os
 
 sys.path.insert(0, os.path.join(os.path.dirname(__file__), ".."))
 
-import torch
 import infinicore
+import torch
 from framework import (
     BaseOperatorTest,
     TensorSpec,