diff --git a/docs/_modules/torch_tensorrt/_compile.html b/docs/_modules/torch_tensorrt/_compile.html index 914db0a7c9..fb68a55437 100644 --- a/docs/_modules/torch_tensorrt/_compile.html +++ b/docs/_modules/torch_tensorrt/_compile.html @@ -518,7 +518,7 @@
# profiling_verbosity=trt.ProfilingVerbosity.DETAILED, #For profile
)
# For profile
- # from fx2trt_oss.fx.tools.trt_profiler_sorted import profile_trt_module
+ # from torch_tensorrt.fx.tools.trt_profiler_sorted import profile_trt_module
# profile_trt_module("", trt_mod, acc_inputs)
trt_mod = TRTModule(*r)
diff --git a/py/torch_tensorrt/_compile.py b/py/torch_tensorrt/_compile.py
index bb63ef5242..52ca551142 100644
--- a/py/torch_tensorrt/_compile.py
+++ b/py/torch_tensorrt/_compile.py
@@ -172,7 +172,7 @@ def get_input(self, inputs):
# profiling_verbosity=trt.ProfilingVerbosity.DETAILED, #For profile
)
# For profile
- # from fx2trt_oss.fx.tools.trt_profiler_sorted import profile_trt_module
+ # from torch_tensorrt.fx.tools.trt_profiler_sorted import profile_trt_module
# profile_trt_module("", trt_mod, acc_inputs)
trt_mod = TRTModule(*r)
diff --git a/py/torch_tensorrt/fx/converters/acc_ops_converters.py b/py/torch_tensorrt/fx/converters/acc_ops_converters.py
index 62326ba841..ef757bf3d1 100644
--- a/py/torch_tensorrt/fx/converters/acc_ops_converters.py
+++ b/py/torch_tensorrt/fx/converters/acc_ops_converters.py
@@ -4,22 +4,21 @@
import warnings
from typing import cast, Dict, Optional, Sequence, Tuple, Union
-from ..tracer.acc_tracer import acc_ops
import numpy as np
# @manual=//deeplearning/trt/python:py_tensorrt
import tensorrt as trt
import torch
+
from ..converter_registry import tensorrt_converter
+
+from ..tracer.acc_tracer import acc_ops
from ..types import * # noqa: F403
-from ..utils import (
- get_dynamic_dims,
- torch_dtype_from_trt,
- torch_dtype_to_trt,
-)
from torch.fx.immutable_collections import immutable_list
from torch.fx.node import Argument, Target
+from ..utils import get_dynamic_dims, torch_dtype_from_trt, torch_dtype_to_trt
+
from .converter_utils import * # noqa: F403
diff --git a/py/torch_tensorrt/fx/converters/activation.py b/py/torch_tensorrt/fx/converters/activation.py
index d53d840fdd..a7ab25152c 100644
--- a/py/torch_tensorrt/fx/converters/activation.py
+++ b/py/torch_tensorrt/fx/converters/activation.py
@@ -3,6 +3,7 @@
# @manual=//deeplearning/trt/python:py_tensorrt
import tensorrt as trt
import torch
+
from ..converter_registry import tensorrt_converter
from .converter_utils import mark_as_int8_layer
diff --git a/py/torch_tensorrt/fx/converters/adaptive_avgpool.py b/py/torch_tensorrt/fx/converters/adaptive_avgpool.py
index e2cb233b0b..8de9987c77 100644
--- a/py/torch_tensorrt/fx/converters/adaptive_avgpool.py
+++ b/py/torch_tensorrt/fx/converters/adaptive_avgpool.py
@@ -1,6 +1,7 @@
# @manual=//deeplearning/trt/python:py_tensorrt
import tensorrt as trt
import torch
+
from ..converter_registry import tensorrt_converter
from .converter_utils import extend_mod_attr_to_tuple, mark_as_int8_layer
diff --git a/py/torch_tensorrt/fx/converters/add.py b/py/torch_tensorrt/fx/converters/add.py
index 68d0e8e4c7..c60b0313a3 100644
--- a/py/torch_tensorrt/fx/converters/add.py
+++ b/py/torch_tensorrt/fx/converters/add.py
@@ -3,6 +3,7 @@
# @manual=//deeplearning/trt/python:py_tensorrt
import tensorrt as trt
import torch
+
from ..converter_registry import tensorrt_converter
from .converter_utils import get_dyn_range, mark_as_int8_layer
diff --git a/py/torch_tensorrt/fx/converters/batchnorm.py b/py/torch_tensorrt/fx/converters/batchnorm.py
index ff27a4e8c3..130991df54 100644
--- a/py/torch_tensorrt/fx/converters/batchnorm.py
+++ b/py/torch_tensorrt/fx/converters/batchnorm.py
@@ -3,6 +3,7 @@
# @manual=//deeplearning/trt/python:py_tensorrt
import tensorrt as trt
import torch
+
from ..converter_registry import tensorrt_converter
from .converter_utils import get_dyn_range, mark_as_int8_layer, to_numpy
diff --git a/py/torch_tensorrt/fx/converters/converter_utils.py b/py/torch_tensorrt/fx/converters/converter_utils.py
index ef13851fef..c59763b5ab 100644
--- a/py/torch_tensorrt/fx/converters/converter_utils.py
+++ b/py/torch_tensorrt/fx/converters/converter_utils.py
@@ -7,6 +7,8 @@
# @manual=//deeplearning/trt/python:py_tensorrt
import tensorrt as trt
import torch
+from torch.fx.node import Argument, Target
+
from ..types import (
Shape,
TRTDataType,
@@ -18,7 +20,6 @@
TRTTensor,
)
from ..utils import torch_dtype_from_trt
-from torch.fx.node import Argument, Target
def get_trt_plugin(
diff --git a/py/torch_tensorrt/fx/converters/convolution.py b/py/torch_tensorrt/fx/converters/convolution.py
index f2de7cedea..94c1ce24f1 100644
--- a/py/torch_tensorrt/fx/converters/convolution.py
+++ b/py/torch_tensorrt/fx/converters/convolution.py
@@ -2,6 +2,7 @@
import numpy as np
import tensorrt as trt
import torch
+
from ..converter_registry import tensorrt_converter
from .converter_utils import (
diff --git a/py/torch_tensorrt/fx/converters/linear.py b/py/torch_tensorrt/fx/converters/linear.py
index 13597b2cf8..e7cca6f76a 100644
--- a/py/torch_tensorrt/fx/converters/linear.py
+++ b/py/torch_tensorrt/fx/converters/linear.py
@@ -1,6 +1,7 @@
# @manual=//deeplearning/trt/python:py_tensorrt
import tensorrt as trt
import torch
+
from ..converter_registry import tensorrt_converter
from .converter_utils import get_dyn_range, mark_as_int8_layer, to_numpy
diff --git a/py/torch_tensorrt/fx/converters/maxpool.py b/py/torch_tensorrt/fx/converters/maxpool.py
index 4348218c7b..6c64a3b108 100644
--- a/py/torch_tensorrt/fx/converters/maxpool.py
+++ b/py/torch_tensorrt/fx/converters/maxpool.py
@@ -1,6 +1,7 @@
# @manual=//deeplearning/trt/python:py_tensorrt
import tensorrt as trt
import torch
+
from ..converter_registry import tensorrt_converter
from .converter_utils import extend_mod_attr_to_tuple, mark_as_int8_layer
diff --git a/py/torch_tensorrt/fx/converters/mul.py b/py/torch_tensorrt/fx/converters/mul.py
index ef5b5d53d0..a1d9858ebd 100644
--- a/py/torch_tensorrt/fx/converters/mul.py
+++ b/py/torch_tensorrt/fx/converters/mul.py
@@ -3,6 +3,7 @@
# @manual=//deeplearning/trt/python:py_tensorrt
import tensorrt as trt
import torch
+
from ..converter_registry import tensorrt_converter
from .converter_utils import get_dyn_range, mark_as_int8_layer
diff --git a/py/torch_tensorrt/fx/converters/quantization.py b/py/torch_tensorrt/fx/converters/quantization.py
index 1e7ca7a14e..8f6b49cda7 100644
--- a/py/torch_tensorrt/fx/converters/quantization.py
+++ b/py/torch_tensorrt/fx/converters/quantization.py
@@ -1,6 +1,7 @@
# @manual=//deeplearning/trt/python:py_tensorrt
import tensorrt as trt
import torch
+
from ..converter_registry import tensorrt_converter
from .converter_utils import get_dyn_range, get_inputs_from_args_and_kwargs
diff --git a/py/torch_tensorrt/fx/converters/transformation.py b/py/torch_tensorrt/fx/converters/transformation.py
index 7ad266a2b1..62cfef8453 100644
--- a/py/torch_tensorrt/fx/converters/transformation.py
+++ b/py/torch_tensorrt/fx/converters/transformation.py
@@ -1,6 +1,7 @@
# @manual=//deeplearning/trt/python:py_tensorrt
import tensorrt as trt
import torch
+
from ..converter_registry import tensorrt_converter
from .converter_utils import mark_as_int8_layer
diff --git a/py/torch_tensorrt/fx/example/fx2trt_example.py b/py/torch_tensorrt/fx/example/fx2trt_example.py
index 6b331da7be..8c648ec065 100644
--- a/py/torch_tensorrt/fx/example/fx2trt_example.py
+++ b/py/torch_tensorrt/fx/example/fx2trt_example.py
@@ -1,11 +1,11 @@
# type: ignore[]
-import fx2trt_oss.tracer.acc_tracer.acc_tracer as acc_tracer
import torch
import torch.fx
import torch.nn as nn
-from fx2trt_oss.fx import InputTensorSpec, TRTInterpreter, TRTModule
-from fx2trt_oss.fx.tools.trt_splitter import TRTSplitter
+import torch_tensorrt.fx.tracer.acc_tracer.acc_tracer as acc_tracer
+from torch_tensorrt.fx import InputTensorSpec, TRTInterpreter, TRTModule
+from torch_tensorrt.fx.tools.trt_splitter import TRTSplitter
# The purpose of this example is to demonstrate the overall flow of lowering a PyTorch
@@ -83,12 +83,12 @@ def forward(self, x):
%x : [#users=1] = placeholder[target=x]
%linear_weight : [#users=1] = get_attr[target=linear.weight]
%linear_bias : [#users=1] = get_attr[target=linear.bias]
- %linear_1 : [#users=1] = call_function[target=fx2trt_oss.tracer.acc_tracer.acc_ops.linear](args = (), ...
- %relu_1 : [#users=1] = call_function[target=fx2trt_oss.tracer.acc_tracer.acc_ops.relu](args = (), ...
+ %linear_1 : [#users=1] = call_function[target=torch_tensorrt.fx.tracer.acc_tracer.acc_ops.linear](args = (), ...
+ %relu_1 : [#users=1] = call_function[target=torch_tensorrt.fx.tracer.acc_tracer.acc_ops.relu](args = (), ...
return relu_1
graph():
%relu_1 : [#users=1] = placeholder[target=relu_1]
- %linalg_norm_1 : [#users=1] = call_function[target=fx2trt_oss.tracer.acc_tracer.acc_ops.linalg_norm](args = (), ...
+ %linalg_norm_1 : [#users=1] = call_function[target=torch_tensorrt.fx.tracer.acc_tracer.acc_ops.linalg_norm](args = (), ...
return linalg_norm_1
"""
diff --git a/py/torch_tensorrt/fx/example/lower_example.py b/py/torch_tensorrt/fx/example/lower_example.py
index 17b2dd4755..b93e93598e 100644
--- a/py/torch_tensorrt/fx/example/lower_example.py
+++ b/py/torch_tensorrt/fx/example/lower_example.py
@@ -4,8 +4,8 @@
import torch
import torchvision
-from fx2trt_oss.fx.lower import lower_to_trt
-from fx2trt_oss.fx.utils import LowerPrecision
+from torch_tensorrt.fx.lower import lower_to_trt
+from torch_tensorrt.fx.utils import LowerPrecision
"""
diff --git a/py/torch_tensorrt/fx/example/quantized_resnet_test.py b/py/torch_tensorrt/fx/example/quantized_resnet_test.py
index 8b703a38cd..13a044b53b 100644
--- a/py/torch_tensorrt/fx/example/quantized_resnet_test.py
+++ b/py/torch_tensorrt/fx/example/quantized_resnet_test.py
@@ -1,16 +1,16 @@
import copy
-import fx2trt_oss.tracer.acc_tracer.acc_tracer as acc_tracer
-
# @manual=//deeplearning/trt/python:py_tensorrt
import tensorrt as trt
import torch.fx
+
+import torch_tensorrt.fx.tracer.acc_tracer.acc_tracer as acc_tracer
import torchvision.models as models
-from fx2trt_oss.fx import InputTensorSpec, TRTInterpreter, TRTModule
-from fx2trt_oss.fx.utils import LowerPrecision
from torch.ao.quantization.quantize_fx import convert_fx, prepare_fx
from torch.fx.experimental.normalize import NormalizeArgs
from torch.fx.passes import shape_prop
+from torch_tensorrt.fx import InputTensorSpec, TRTInterpreter, TRTModule
+from torch_tensorrt.fx.utils import LowerPrecision
rn18 = models.resnet18().eval()
diff --git a/py/torch_tensorrt/fx/example/test_fx2trt.py b/py/torch_tensorrt/fx/example/test_fx2trt.py
index 39225ce5e2..effc188e7a 100644
--- a/py/torch_tensorrt/fx/example/test_fx2trt.py
+++ b/py/torch_tensorrt/fx/example/test_fx2trt.py
@@ -1,29 +1,35 @@
-import torch_tensorrt
import torch
+import torch_tensorrt
+
class MyModel(torch.nn.Module):
def __init__(self):
super().__init__()
- self.linear = torch.nn.Linear(5,3)
+ self.linear = torch.nn.Linear(5, 3)
self.relu = torch.nn.functional.relu
- def forward(self,x):
+
+ def forward(self, x):
x = self.linear(x)
x = self.relu(x)
return x
-model = MyModel().eval() # torch module needs to be in eval (not training) mode
+model = MyModel().eval() # torch module needs to be in eval (not training) mode
# torch tensorrt
-inputs = [torch_tensorrt.Input(
- (2,5),
- dtype=torch.half,
- )]
-enabled_precisions = {torch.float, torch.half} # Run with fp16
-
-trt_ts_module = torch_tensorrt.compile(model, inputs=inputs, enabled_precisions=enabled_precisions)
-
-inputs_ts = [torch.ones(2,5)]
+inputs = [
+ torch_tensorrt.Input(
+ (2, 5),
+ dtype=torch.half,
+ )
+]
+enabled_precisions = {torch.float, torch.half} # Run with fp16
+
+trt_ts_module = torch_tensorrt.compile(
+ model, inputs=inputs, enabled_precisions=enabled_precisions
+)
+
+inputs_ts = [torch.ones(2, 5)]
inputs_ts = [i.cuda().half() for i in inputs_ts]
result = trt_ts_module(*inputs_ts)
print(result)
@@ -33,12 +39,14 @@ def forward(self,x):
print(ref)
# fx2trt
-inputs_fx = [torch.ones((2,5))]
+inputs_fx = [torch.ones((2, 5))]
model.cuda().half()
inputs_fx = [i.cuda().half() for i in inputs_fx]
-trt_fx_module = torch_tensorrt.compile(model, ir="fx", inputs=inputs_fx, enabled_precisions={torch.half})
+trt_fx_module = torch_tensorrt.compile(
+ model, ir="fx", inputs=inputs_fx, enabled_precisions={torch.half}
+)
result = trt_fx_module(*inputs_fx)
print(result)
diff --git a/py/torch_tensorrt/fx/example/torchdynamo_example.py b/py/torch_tensorrt/fx/example/torchdynamo_example.py
index 79ba3bf1b3..6bb93f6d6e 100644
--- a/py/torch_tensorrt/fx/example/torchdynamo_example.py
+++ b/py/torch_tensorrt/fx/example/torchdynamo_example.py
@@ -5,8 +5,8 @@
import torch
import torchdynamo
import torchvision
-from fx2trt_oss.fx.lower import lower_to_trt
-from fx2trt_oss.fx.utils import LowerPrecision
+from torch_tensorrt.fx.lower import lower_to_trt
+from torch_tensorrt.fx.utils import LowerPrecision
from torchdynamo.optimizations import backends
"""
diff --git a/py/torch_tensorrt/fx/fx2trt.py b/py/torch_tensorrt/fx/fx2trt.py
index e1a573e664..16da30575f 100644
--- a/py/torch_tensorrt/fx/fx2trt.py
+++ b/py/torch_tensorrt/fx/fx2trt.py
@@ -9,12 +9,12 @@
import tensorrt as trt
import torch
import torch.fx
-from .observer import Observer
from torch.fx.node import _get_qualified_name
from torch.fx.passes.shape_prop import TensorMetadata
from .converter_registry import CONVERTERS
from .input_tensor_spec import InputTensorSpec
+from .observer import Observer
from .utils import get_dynamic_dims, LowerPrecision, torch_dtype_to_trt
diff --git a/py/torch_tensorrt/fx/lower.py b/py/torch_tensorrt/fx/lower.py
index 3706eae74b..601408fceb 100644
--- a/py/torch_tensorrt/fx/lower.py
+++ b/py/torch_tensorrt/fx/lower.py
@@ -2,23 +2,27 @@
import logging
from typing import Any, Callable, Sequence
-from .tracer.acc_tracer import acc_tracer
-
# @manual=//deeplearning/trt/python:py_tensorrt
import tensorrt as trt
import torch
import torch.fx as fx
import torch.nn as nn
-from .lower_setting import LowerSetting
-from .passes.pass_utils import decorate_method, validate_inference
-from .passes.splitter_base import SplitResult
+from torch.fx.passes.splitter_base import SplitResult
from .fx2trt import TRTInterpreter, TRTInterpreterResult
from .input_tensor_spec import InputTensorSpec
+from .lower_setting import LowerSetting
from .passes.lower_pass_manager_builder import LowerPassManagerBuilder
-from .passes.pass_utils import chain_passes, PassFunc
+from .passes.pass_utils import (
+ chain_passes,
+ decorate_method,
+ PassFunc,
+ validate_inference,
+)
from .tools.timing_cache_utils import TimingCacheManager
from .tools.trt_splitter import TRTSplitter, TRTSplitterSetting
+
+from .tracer.acc_tracer import acc_tracer
from .trt_module import TRTModule
from .utils import LowerPrecision
diff --git a/py/torch_tensorrt/fx/lower_setting.py b/py/torch_tensorrt/fx/lower_setting.py
index 783a3c4eef..d1e1ba9d9a 100644
--- a/py/torch_tensorrt/fx/lower_setting.py
+++ b/py/torch_tensorrt/fx/lower_setting.py
@@ -1,15 +1,13 @@
import dataclasses as dc
from typing import List, Optional, Sequence, Set, Type
-from .input_tensor_spec import InputTensorSpec
-from .passes.lower_basic_pass import (
- fuse_permute_linear,
- fuse_permute_matmul,
-)
-from .utils import LowerPrecision
from torch import nn
from torch.fx.passes.pass_manager import PassManager
+from .input_tensor_spec import InputTensorSpec
+from .passes.lower_basic_pass import fuse_permute_linear, fuse_permute_matmul
+from .utils import LowerPrecision
+
@dc.dataclass
class LowerSetting:
diff --git a/py/torch_tensorrt/fx/passes/lower_basic_pass.py b/py/torch_tensorrt/fx/passes/lower_basic_pass.py
index f7f639e382..6dc2e86f22 100644
--- a/py/torch_tensorrt/fx/passes/lower_basic_pass.py
+++ b/py/torch_tensorrt/fx/passes/lower_basic_pass.py
@@ -3,13 +3,15 @@
import warnings
from typing import Any
-from ..tracer.acc_tracer import acc_ops
import torch
import torch.fx
+from torch.fx.experimental.const_fold import split_const_subgraphs
+
from ..observer import observable
-from .pass_utils import log_before_after, validate_inference
+
+from ..tracer.acc_tracer import acc_ops
from ..tracer.acc_tracer.acc_utils import get_attr
-from torch.fx.experimental.const_fold import split_const_subgraphs
+from .pass_utils import log_before_after, validate_inference
# Create an alias for module input type to avoid littering pyre-ignore for Any
# throughout the file.
@@ -46,15 +48,15 @@ def fuse_sparse_matmul_add(gm: torch.fx.GraphModule, input: Input):
def forward(self, x):
a = self.a
b = self.b
- addmm_mm = fx2trt_oss.tracer.acc_tracer.acc_ops.matmul(input = a, other = b); a = b = None
- addmm_add = fx2trt_oss.tracer.acc_tracer.acc_ops.add(input = addmm_mm, other = x); addmm_mm = x = None
+ addmm_mm = torch_tensorrt.fx.tracer.acc_tracer.acc_ops.matmul(input = a, other = b); a = b = None
+ addmm_add = torch_tensorrt.fx.tracer.acc_tracer.acc_ops.add(input = addmm_mm, other = x); addmm_mm = x = None
return addmm_add
After:
def forward(self, x):
a = self.a
b = self.b
- linear_1 = fx2trt_oss.tracer.acc_tracer.acc_ops.linear(input = a, weight = b, bias = x); a = b = x = None
+ linear_1 = torch_tensorrt.fx.tracer.acc_tracer.acc_ops.linear(input = a, weight = b, bias = x); a = b = x = None
return linear_1
"""
counter = 0
@@ -198,8 +200,8 @@ def fuse_permute_matmul(gm: torch.fx.GraphModule, input: Input):
try:
# @manual=//deeplearning/trt/python:py_tensorrt
import tensorrt as trt
- from fx2trt_oss.fx.converter_registry import tensorrt_converter
- from fx2trt_oss.fx.converters.converter_utils import (
+ from torch_tensorrt.fx.converter_registry import tensorrt_converter
+ from torch_tensorrt.fx.converters.converter_utils import (
add_binary_elementwise_layer,
broadcast,
get_trt_tensor,
diff --git a/py/torch_tensorrt/fx/passes/lower_pass_manager_builder.py b/py/torch_tensorrt/fx/passes/lower_pass_manager_builder.py
index 78298b0c1d..0fc3557069 100644
--- a/py/torch_tensorrt/fx/passes/lower_pass_manager_builder.py
+++ b/py/torch_tensorrt/fx/passes/lower_pass_manager_builder.py
@@ -2,16 +2,15 @@
from typing import Any, Callable, NamedTuple, Sequence
import torch
-from ..lower_setting import LowerSetting
-from ..observer import Observer
-from .passes.remove_duplicate_output_args import (
- remove_duplicate_output_args,
-)
from torch import nn
from torch.fx.passes.pass_manager import inplace_wrapper, PassManager
from torch.fx.passes.shape_prop import ShapeProp
from torch.fx.passes.splitter_base import SplitResult
+from ..lower_setting import LowerSetting
+from ..observer import Observer
+from ..passes.remove_duplicate_output_args import remove_duplicate_output_args
+
from .lower_basic_pass import run_const_fold
Input = Sequence[Any]
@@ -23,7 +22,7 @@
# List of observers. We can subscribe to them by calling its `add(callback)`
# function from anywhere in code:
#
-# >>> from fx2trt_oss.fx.lower import FUSE_PASSES_POST_OBSERVER
+# >>> from torch_tensorrt.fx.lower import FUSE_PASSES_POST_OBSERVER
# >>> with FUSE_PASSES_POST_OBSERVER.add(print_module_and_input):
# >>> # print_module_and_input will be called right after the fuse passes
# >>> lower(module, sample_input)
diff --git a/py/torch_tensorrt/fx/test/converters/acc_op/test_adaptive_avgpool.py b/py/torch_tensorrt/fx/test/converters/acc_op/test_adaptive_avgpool.py
index fa9f5187fa..8f053b9bc9 100644
--- a/py/torch_tensorrt/fx/test/converters/acc_op/test_adaptive_avgpool.py
+++ b/py/torch_tensorrt/fx/test/converters/acc_op/test_adaptive_avgpool.py
@@ -1,5 +1,5 @@
-import fx2trt_oss.tracer.acc_tracer.acc_ops as acc_ops
import torch
+import torch_tensorrt.fx.tracer.acc_tracer.acc_ops as acc_ops
from parameterized import parameterized
from torch.testing._internal.common_fx2trt import AccTestCase, InputTensorSpec
from torch.testing._internal.common_utils import run_tests
diff --git a/py/torch_tensorrt/fx/test/converters/acc_op/test_any.py b/py/torch_tensorrt/fx/test/converters/acc_op/test_any.py
index 62adadd4a5..08e676dbcb 100644
--- a/py/torch_tensorrt/fx/test/converters/acc_op/test_any.py
+++ b/py/torch_tensorrt/fx/test/converters/acc_op/test_any.py
@@ -1,6 +1,6 @@
-import fx2trt_oss.tracer.acc_tracer.acc_ops as acc_ops
import torch
import torch.nn as nn
+import torch_tensorrt.fx.tracer.acc_tracer.acc_ops as acc_ops
from parameterized import parameterized
from torch.testing._internal.common_fx2trt import AccTestCase
from torch.testing._internal.common_utils import run_tests
diff --git a/py/torch_tensorrt/fx/test/converters/acc_op/test_as_strided.py b/py/torch_tensorrt/fx/test/converters/acc_op/test_as_strided.py
index 8dba126ded..50b5eaa392 100644
--- a/py/torch_tensorrt/fx/test/converters/acc_op/test_as_strided.py
+++ b/py/torch_tensorrt/fx/test/converters/acc_op/test_as_strided.py
@@ -1,6 +1,6 @@
-import fx2trt_oss.tracer.acc_tracer.acc_ops as acc_ops
import torch
import torch.nn as nn
+import torch_tensorrt.fx.tracer.acc_tracer.acc_ops as acc_ops
from parameterized import parameterized
from torch.testing._internal.common_fx2trt import AccTestCase
from torch.testing._internal.common_utils import run_tests
diff --git a/py/torch_tensorrt/fx/test/converters/acc_op/test_avgpool.py b/py/torch_tensorrt/fx/test/converters/acc_op/test_avgpool.py
index f8811b34ff..7fabb45ffd 100644
--- a/py/torch_tensorrt/fx/test/converters/acc_op/test_avgpool.py
+++ b/py/torch_tensorrt/fx/test/converters/acc_op/test_avgpool.py
@@ -1,5 +1,5 @@
-import fx2trt_oss.tracer.acc_tracer.acc_ops as acc_ops
import torch
+import torch_tensorrt.fx.tracer.acc_tracer.acc_ops as acc_ops
from parameterized import param, parameterized
from torch.testing._internal.common_fx2trt import AccTestCase
from torch.testing._internal.common_utils import run_tests
diff --git a/py/torch_tensorrt/fx/test/converters/acc_op/test_batchnorm.py b/py/torch_tensorrt/fx/test/converters/acc_op/test_batchnorm.py
index 0f2253dda1..65cdfb3a17 100644
--- a/py/torch_tensorrt/fx/test/converters/acc_op/test_batchnorm.py
+++ b/py/torch_tensorrt/fx/test/converters/acc_op/test_batchnorm.py
@@ -1,5 +1,5 @@
-import fx2trt_oss.tracer.acc_tracer.acc_ops as acc_ops
import torch
+import torch_tensorrt.fx.tracer.acc_tracer.acc_ops as acc_ops
from torch.testing._internal.common_fx2trt import AccTestCase, InputTensorSpec
from torch.testing._internal.common_utils import run_tests
diff --git a/py/torch_tensorrt/fx/test/converters/acc_op/test_binary_ops.py b/py/torch_tensorrt/fx/test/converters/acc_op/test_binary_ops.py
index 164784bbe2..b0bed3dfd7 100644
--- a/py/torch_tensorrt/fx/test/converters/acc_op/test_binary_ops.py
+++ b/py/torch_tensorrt/fx/test/converters/acc_op/test_binary_ops.py
@@ -1,8 +1,9 @@
from typing import Callable
-import fx2trt_oss.tracer.acc_tracer.acc_ops as acc_ops
import torch
import torch.nn as nn
+
+import torch_tensorrt.fx.tracer.acc_tracer.acc_ops as acc_ops
from parameterized import parameterized
from torch.testing._internal.common_fx2trt import AccTestCase, InputTensorSpec
from torch.testing._internal.common_utils import run_tests
diff --git a/py/torch_tensorrt/fx/test/converters/acc_op/test_cat.py b/py/torch_tensorrt/fx/test/converters/acc_op/test_cat.py
index 2c4077a17e..485fae5589 100644
--- a/py/torch_tensorrt/fx/test/converters/acc_op/test_cat.py
+++ b/py/torch_tensorrt/fx/test/converters/acc_op/test_cat.py
@@ -1,6 +1,6 @@
-import fx2trt_oss.tracer.acc_tracer.acc_ops as acc_ops
import torch
import torch.nn as nn
+import torch_tensorrt.fx.tracer.acc_tracer.acc_ops as acc_ops
from torch.testing._internal.common_fx2trt import AccTestCase, InputTensorSpec
from torch.testing._internal.common_utils import run_tests
diff --git a/py/torch_tensorrt/fx/test/converters/acc_op/test_chunk.py b/py/torch_tensorrt/fx/test/converters/acc_op/test_chunk.py
index 68d1c23a3a..39a86fc497 100644
--- a/py/torch_tensorrt/fx/test/converters/acc_op/test_chunk.py
+++ b/py/torch_tensorrt/fx/test/converters/acc_op/test_chunk.py
@@ -1,6 +1,6 @@
-import fx2trt_oss.tracer.acc_tracer.acc_ops as acc_ops
import torch
import torch.nn as nn
+import torch_tensorrt.fx.tracer.acc_tracer.acc_ops as acc_ops
from parameterized import parameterized
from torch.testing._internal.common_fx2trt import AccTestCase, InputTensorSpec
from torch.testing._internal.common_utils import run_tests
diff --git a/py/torch_tensorrt/fx/test/converters/acc_op/test_clamp.py b/py/torch_tensorrt/fx/test/converters/acc_op/test_clamp.py
index bc2791542d..ad3c70156b 100644
--- a/py/torch_tensorrt/fx/test/converters/acc_op/test_clamp.py
+++ b/py/torch_tensorrt/fx/test/converters/acc_op/test_clamp.py
@@ -1,5 +1,5 @@
-import fx2trt_oss.tracer.acc_tracer.acc_ops as acc_ops
import torch
+import torch_tensorrt.fx.tracer.acc_tracer.acc_ops as acc_ops
from parameterized import param, parameterized
from torch.testing._internal.common_fx2trt import AccTestCase
from torch.testing._internal.common_utils import run_tests
diff --git a/py/torch_tensorrt/fx/test/converters/acc_op/test_convolution.py b/py/torch_tensorrt/fx/test/converters/acc_op/test_convolution.py
index 43cb352bfd..5706b1c2c5 100644
--- a/py/torch_tensorrt/fx/test/converters/acc_op/test_convolution.py
+++ b/py/torch_tensorrt/fx/test/converters/acc_op/test_convolution.py
@@ -1,5 +1,5 @@
-import fx2trt_oss.tracer.acc_tracer.acc_ops as acc_ops
import torch
+import torch_tensorrt.fx.tracer.acc_tracer.acc_ops as acc_ops
from parameterized import param, parameterized
from torch.testing._internal.common_fx2trt import AccTestCase, InputTensorSpec
from torch.testing._internal.common_utils import run_tests
diff --git a/py/torch_tensorrt/fx/test/converters/acc_op/test_dequantize.py b/py/torch_tensorrt/fx/test/converters/acc_op/test_dequantize.py
index 45d86beee1..9d4a98e28c 100644
--- a/py/torch_tensorrt/fx/test/converters/acc_op/test_dequantize.py
+++ b/py/torch_tensorrt/fx/test/converters/acc_op/test_dequantize.py
@@ -1,9 +1,10 @@
import unittest
-import fx2trt_oss.tracer.acc_tracer.acc_ops as acc_ops
import tensorrt as trt
import torch.fx
import torch.nn as nn
+
+import torch_tensorrt.fx.tracer.acc_tracer.acc_ops as acc_ops
from torch.testing._internal.common_fx2trt import AccTestCase, InputTensorSpec
from torch.testing._internal.common_utils import run_tests
diff --git a/py/torch_tensorrt/fx/test/converters/acc_op/test_einsum.py b/py/torch_tensorrt/fx/test/converters/acc_op/test_einsum.py
index fd95633b79..84923e32fa 100644
--- a/py/torch_tensorrt/fx/test/converters/acc_op/test_einsum.py
+++ b/py/torch_tensorrt/fx/test/converters/acc_op/test_einsum.py
@@ -1,6 +1,6 @@
-import fx2trt_oss.tracer.acc_tracer.acc_ops as acc_ops
import torch
import torch.nn as nn
+import torch_tensorrt.fx.tracer.acc_tracer.acc_ops as acc_ops
from parameterized import parameterized
from torch.testing._internal.common_fx2trt import AccTestCase
from torch.testing._internal.common_utils import run_tests
diff --git a/py/torch_tensorrt/fx/test/converters/acc_op/test_elu.py b/py/torch_tensorrt/fx/test/converters/acc_op/test_elu.py
index f89cc2b9d6..de3c1d3400 100644
--- a/py/torch_tensorrt/fx/test/converters/acc_op/test_elu.py
+++ b/py/torch_tensorrt/fx/test/converters/acc_op/test_elu.py
@@ -1,6 +1,6 @@
-import fx2trt_oss.tracer.acc_tracer.acc_ops as acc_ops
import torch
import torch.nn as nn
+import torch_tensorrt.fx.tracer.acc_tracer.acc_ops as acc_ops
from torch.testing._internal.common_fx2trt import AccTestCase, InputTensorSpec
from torch.testing._internal.common_utils import run_tests
diff --git a/py/torch_tensorrt/fx/test/converters/acc_op/test_embedding.py b/py/torch_tensorrt/fx/test/converters/acc_op/test_embedding.py
index 40db2677f6..e0e6843bb2 100644
--- a/py/torch_tensorrt/fx/test/converters/acc_op/test_embedding.py
+++ b/py/torch_tensorrt/fx/test/converters/acc_op/test_embedding.py
@@ -1,12 +1,16 @@
import unittest
-import fx2trt_oss.tracer.acc_tracer.acc_ops as acc_ops
import torch
+
+import torch_tensorrt.fx.tracer.acc_tracer.acc_ops as acc_ops
from parameterized import param, parameterized
from torch.testing._internal.common_fx2trt import AccTestCase
from torch.testing._internal.common_utils import run_tests
-@unittest.skip("Current implementation is limited. All implementations in hf use int64. T113156424")
+
+@unittest.skip(
+ "Current implementation is limited. All implementations in hf use int64. T113156424"
+)
class TestEmbeddingConverter(AccTestCase):
@parameterized.expand(
[
diff --git a/py/torch_tensorrt/fx/test/converters/acc_op/test_eq.py b/py/torch_tensorrt/fx/test/converters/acc_op/test_eq.py
index 0f5a6c5967..c459a382b0 100644
--- a/py/torch_tensorrt/fx/test/converters/acc_op/test_eq.py
+++ b/py/torch_tensorrt/fx/test/converters/acc_op/test_eq.py
@@ -1,5 +1,5 @@
-import fx2trt_oss.tracer.acc_tracer.acc_ops as acc_ops
import torch
+import torch_tensorrt.fx.tracer.acc_tracer.acc_ops as acc_ops
from parameterized import parameterized
from torch.testing._internal.common_fx2trt import AccTestCase
from torch.testing._internal.common_utils import run_tests
diff --git a/py/torch_tensorrt/fx/test/converters/acc_op/test_expand.py b/py/torch_tensorrt/fx/test/converters/acc_op/test_expand.py
index b71d6850cc..53143102aa 100644
--- a/py/torch_tensorrt/fx/test/converters/acc_op/test_expand.py
+++ b/py/torch_tensorrt/fx/test/converters/acc_op/test_expand.py
@@ -1,6 +1,6 @@
-import fx2trt_oss.tracer.acc_tracer.acc_ops as acc_ops
import torch
import torch.nn as nn
+import torch_tensorrt.fx.tracer.acc_tracer.acc_ops as acc_ops
from parameterized import parameterized
from torch.testing._internal.common_fx2trt import AccTestCase
from torch.testing._internal.common_utils import run_tests
diff --git a/py/torch_tensorrt/fx/test/converters/acc_op/test_flatten.py b/py/torch_tensorrt/fx/test/converters/acc_op/test_flatten.py
index d4572cbd56..f9ce31b3cc 100644
--- a/py/torch_tensorrt/fx/test/converters/acc_op/test_flatten.py
+++ b/py/torch_tensorrt/fx/test/converters/acc_op/test_flatten.py
@@ -1,6 +1,6 @@
-import fx2trt_oss.tracer.acc_tracer.acc_ops as acc_ops
import torch
import torch.nn as nn
+import torch_tensorrt.fx.tracer.acc_tracer.acc_ops as acc_ops
from parameterized import parameterized
from torch.testing._internal.common_fx2trt import AccTestCase, InputTensorSpec
from torch.testing._internal.common_utils import run_tests
diff --git a/py/torch_tensorrt/fx/test/converters/acc_op/test_gelu.py b/py/torch_tensorrt/fx/test/converters/acc_op/test_gelu.py
index d022cce2ff..fbe415d1e3 100644
--- a/py/torch_tensorrt/fx/test/converters/acc_op/test_gelu.py
+++ b/py/torch_tensorrt/fx/test/converters/acc_op/test_gelu.py
@@ -1,6 +1,6 @@
-import fx2trt_oss.tracer.acc_tracer.acc_ops as acc_ops
import torch
import torch.nn as nn
+import torch_tensorrt.fx.tracer.acc_tracer.acc_ops as acc_ops
from torch.testing._internal.common_fx2trt import AccTestCase, InputTensorSpec
from torch.testing._internal.common_utils import run_tests
diff --git a/py/torch_tensorrt/fx/test/converters/acc_op/test_getitem.py b/py/torch_tensorrt/fx/test/converters/acc_op/test_getitem.py
index a81526eec8..547caa4866 100644
--- a/py/torch_tensorrt/fx/test/converters/acc_op/test_getitem.py
+++ b/py/torch_tensorrt/fx/test/converters/acc_op/test_getitem.py
@@ -1,6 +1,6 @@
-import fx2trt_oss.tracer.acc_tracer.acc_ops as acc_ops
import torch
import torch.nn as nn
+import torch_tensorrt.fx.tracer.acc_tracer.acc_ops as acc_ops
from parameterized import parameterized
from torch.testing._internal.common_fx2trt import AccTestCase, InputTensorSpec
from torch.testing._internal.common_utils import run_tests
diff --git a/py/torch_tensorrt/fx/test/converters/acc_op/test_gt.py b/py/torch_tensorrt/fx/test/converters/acc_op/test_gt.py
index 34228956dd..c1e01295e4 100644
--- a/py/torch_tensorrt/fx/test/converters/acc_op/test_gt.py
+++ b/py/torch_tensorrt/fx/test/converters/acc_op/test_gt.py
@@ -1,5 +1,5 @@
-import fx2trt_oss.tracer.acc_tracer.acc_ops as acc_ops
import torch
+import torch_tensorrt.fx.tracer.acc_tracer.acc_ops as acc_ops
from parameterized import parameterized
from torch.testing._internal.common_fx2trt import AccTestCase
from torch.testing._internal.common_utils import run_tests
diff --git a/py/torch_tensorrt/fx/test/converters/acc_op/test_hard_sigmoid.py b/py/torch_tensorrt/fx/test/converters/acc_op/test_hard_sigmoid.py
index 8a329626e7..6e41caf279 100644
--- a/py/torch_tensorrt/fx/test/converters/acc_op/test_hard_sigmoid.py
+++ b/py/torch_tensorrt/fx/test/converters/acc_op/test_hard_sigmoid.py
@@ -1,9 +1,9 @@
import torch
-from fx2trt_oss.tracer.acc_tracer import acc_ops
from parameterized import parameterized
from torch import nn
from torch.testing._internal.common_fx2trt import AccTestCase, InputTensorSpec
from torch.testing._internal.common_utils import run_tests
+from torch_tensorrt.fx.tracer.acc_tracer import acc_ops
class TestHardSigmoid(AccTestCase):
diff --git a/py/torch_tensorrt/fx/test/converters/acc_op/test_hardtanh.py b/py/torch_tensorrt/fx/test/converters/acc_op/test_hardtanh.py
index f84ec3aa20..6c1c56796a 100644
--- a/py/torch_tensorrt/fx/test/converters/acc_op/test_hardtanh.py
+++ b/py/torch_tensorrt/fx/test/converters/acc_op/test_hardtanh.py
@@ -1,6 +1,6 @@
-import fx2trt_oss.tracer.acc_tracer.acc_ops as acc_ops
import torch
import torch.nn as nn
+import torch_tensorrt.fx.tracer.acc_tracer.acc_ops as acc_ops
from parameterized import parameterized
from torch.testing._internal.common_fx2trt import AccTestCase
from torch.testing._internal.common_utils import run_tests
diff --git a/py/torch_tensorrt/fx/test/converters/acc_op/test_interpolate.py b/py/torch_tensorrt/fx/test/converters/acc_op/test_interpolate.py
index 36060b5c80..4046e82bae 100644
--- a/py/torch_tensorrt/fx/test/converters/acc_op/test_interpolate.py
+++ b/py/torch_tensorrt/fx/test/converters/acc_op/test_interpolate.py
@@ -1,6 +1,6 @@
-import fx2trt_oss.tracer.acc_tracer.acc_ops as acc_ops
import torch
import torch.nn as nn
+import torch_tensorrt.fx.tracer.acc_tracer.acc_ops as acc_ops
from parameterized import parameterized
from torch.testing._internal.common_fx2trt import AccTestCase
from torch.testing._internal.common_utils import run_tests
diff --git a/py/torch_tensorrt/fx/test/converters/acc_op/test_isinf.py b/py/torch_tensorrt/fx/test/converters/acc_op/test_isinf.py
index 5f4e897d2f..21ab076c9b 100644
--- a/py/torch_tensorrt/fx/test/converters/acc_op/test_isinf.py
+++ b/py/torch_tensorrt/fx/test/converters/acc_op/test_isinf.py
@@ -1,7 +1,8 @@
import unittest
-import fx2trt_oss.tracer.acc_tracer.acc_ops as acc_ops
import torch
+
+import torch_tensorrt.fx.tracer.acc_tracer.acc_ops as acc_ops
from torch.testing._internal.common_fx2trt import AccTestCase
from torch.testing._internal.common_utils import run_tests
diff --git a/py/torch_tensorrt/fx/test/converters/acc_op/test_leaky_relu.py b/py/torch_tensorrt/fx/test/converters/acc_op/test_leaky_relu.py
index 8bdbf825df..7347796e23 100644
--- a/py/torch_tensorrt/fx/test/converters/acc_op/test_leaky_relu.py
+++ b/py/torch_tensorrt/fx/test/converters/acc_op/test_leaky_relu.py
@@ -1,6 +1,6 @@
-import fx2trt_oss.tracer.acc_tracer.acc_ops as acc_ops
import torch
import torch.nn as nn
+import torch_tensorrt.fx.tracer.acc_tracer.acc_ops as acc_ops
from torch.testing._internal.common_fx2trt import AccTestCase, InputTensorSpec
from torch.testing._internal.common_utils import run_tests
diff --git a/py/torch_tensorrt/fx/test/converters/acc_op/test_linear.py b/py/torch_tensorrt/fx/test/converters/acc_op/test_linear.py
index e5a37996cc..9f369de543 100644
--- a/py/torch_tensorrt/fx/test/converters/acc_op/test_linear.py
+++ b/py/torch_tensorrt/fx/test/converters/acc_op/test_linear.py
@@ -1,5 +1,5 @@
-import fx2trt_oss.tracer.acc_tracer.acc_ops as acc_ops
import torch
+import torch_tensorrt.fx.tracer.acc_tracer.acc_ops as acc_ops
from parameterized import parameterized
from torch.testing._internal.common_fx2trt import AccTestCase, InputTensorSpec
from torch.testing._internal.common_utils import run_tests
diff --git a/py/torch_tensorrt/fx/test/converters/acc_op/test_logical_and.py b/py/torch_tensorrt/fx/test/converters/acc_op/test_logical_and.py
index e22d80091c..51915127b5 100644
--- a/py/torch_tensorrt/fx/test/converters/acc_op/test_logical_and.py
+++ b/py/torch_tensorrt/fx/test/converters/acc_op/test_logical_and.py
@@ -1,5 +1,5 @@
-import fx2trt_oss.tracer.acc_tracer.acc_ops as acc_ops
import torch
+import torch_tensorrt.fx.tracer.acc_tracer.acc_ops as acc_ops
from parameterized import parameterized
from torch.testing._internal.common_fx2trt import AccTestCase
from torch.testing._internal.common_utils import run_tests
diff --git a/py/torch_tensorrt/fx/test/converters/acc_op/test_logical_or.py b/py/torch_tensorrt/fx/test/converters/acc_op/test_logical_or.py
index 6c89816a93..49599fb181 100644
--- a/py/torch_tensorrt/fx/test/converters/acc_op/test_logical_or.py
+++ b/py/torch_tensorrt/fx/test/converters/acc_op/test_logical_or.py
@@ -1,5 +1,5 @@
-import fx2trt_oss.tracer.acc_tracer.acc_ops as acc_ops
import torch
+import torch_tensorrt.fx.tracer.acc_tracer.acc_ops as acc_ops
from parameterized import parameterized
from torch.testing._internal.common_fx2trt import AccTestCase
from torch.testing._internal.common_utils import run_tests
diff --git a/py/torch_tensorrt/fx/test/converters/acc_op/test_logical_xor.py b/py/torch_tensorrt/fx/test/converters/acc_op/test_logical_xor.py
index a7169b237a..44ab745dd5 100644
--- a/py/torch_tensorrt/fx/test/converters/acc_op/test_logical_xor.py
+++ b/py/torch_tensorrt/fx/test/converters/acc_op/test_logical_xor.py
@@ -1,5 +1,5 @@
-import fx2trt_oss.tracer.acc_tracer.acc_ops as acc_ops
import torch
+import torch_tensorrt.fx.tracer.acc_tracer.acc_ops as acc_ops
from parameterized import parameterized
from torch.testing._internal.common_fx2trt import AccTestCase
from torch.testing._internal.common_utils import run_tests
diff --git a/py/torch_tensorrt/fx/test/converters/acc_op/test_lt.py b/py/torch_tensorrt/fx/test/converters/acc_op/test_lt.py
index 6e41a8dba6..4e1490ce52 100644
--- a/py/torch_tensorrt/fx/test/converters/acc_op/test_lt.py
+++ b/py/torch_tensorrt/fx/test/converters/acc_op/test_lt.py
@@ -1,5 +1,5 @@
-import fx2trt_oss.tracer.acc_tracer.acc_ops as acc_ops
import torch
+import torch_tensorrt.fx.tracer.acc_tracer.acc_ops as acc_ops
from parameterized import parameterized
from torch.testing._internal.common_fx2trt import AccTestCase
from torch.testing._internal.common_utils import run_tests
diff --git a/py/torch_tensorrt/fx/test/converters/acc_op/test_masked_fill.py b/py/torch_tensorrt/fx/test/converters/acc_op/test_masked_fill.py
index 88195c6703..aa105f512c 100644
--- a/py/torch_tensorrt/fx/test/converters/acc_op/test_masked_fill.py
+++ b/py/torch_tensorrt/fx/test/converters/acc_op/test_masked_fill.py
@@ -1,6 +1,6 @@
-import fx2trt_oss.tracer.acc_tracer.acc_ops as acc_ops
import torch
import torch.nn as nn
+import torch_tensorrt.fx.tracer.acc_tracer.acc_ops as acc_ops
from parameterized import parameterized
from torch.testing._internal.common_fx2trt import AccTestCase
from torch.testing._internal.common_utils import run_tests
diff --git a/py/torch_tensorrt/fx/test/converters/acc_op/test_matmul.py b/py/torch_tensorrt/fx/test/converters/acc_op/test_matmul.py
index 99fae5fcf2..f6ed85c156 100644
--- a/py/torch_tensorrt/fx/test/converters/acc_op/test_matmul.py
+++ b/py/torch_tensorrt/fx/test/converters/acc_op/test_matmul.py
@@ -1,6 +1,6 @@
-import fx2trt_oss.tracer.acc_tracer.acc_ops as acc_ops
import torch
import torch.nn as nn
+import torch_tensorrt.fx.tracer.acc_tracer.acc_ops as acc_ops
from parameterized import parameterized
from torch.testing._internal.common_fx2trt import AccTestCase
from torch.testing._internal.common_utils import run_tests
diff --git a/py/torch_tensorrt/fx/test/converters/acc_op/test_max.py b/py/torch_tensorrt/fx/test/converters/acc_op/test_max.py
index 79df23de4c..45c9224d50 100644
--- a/py/torch_tensorrt/fx/test/converters/acc_op/test_max.py
+++ b/py/torch_tensorrt/fx/test/converters/acc_op/test_max.py
@@ -1,5 +1,5 @@
-import fx2trt_oss.tracer.acc_tracer.acc_ops as acc_ops
import torch
+import torch_tensorrt.fx.tracer.acc_tracer.acc_ops as acc_ops
from parameterized import parameterized
from torch.testing._internal.common_fx2trt import AccTestCase
from torch.testing._internal.common_utils import run_tests
diff --git a/py/torch_tensorrt/fx/test/converters/acc_op/test_maximum.py b/py/torch_tensorrt/fx/test/converters/acc_op/test_maximum.py
index 8c206516a9..1fb18319c9 100644
--- a/py/torch_tensorrt/fx/test/converters/acc_op/test_maximum.py
+++ b/py/torch_tensorrt/fx/test/converters/acc_op/test_maximum.py
@@ -1,5 +1,5 @@
-import fx2trt_oss.tracer.acc_tracer.acc_ops as acc_ops
import torch
+import torch_tensorrt.fx.tracer.acc_tracer.acc_ops as acc_ops
from torch.testing._internal.common_fx2trt import AccTestCase
from torch.testing._internal.common_utils import run_tests
diff --git a/py/torch_tensorrt/fx/test/converters/acc_op/test_maxpool.py b/py/torch_tensorrt/fx/test/converters/acc_op/test_maxpool.py
index 01ffa0c7cd..274fe27d12 100644
--- a/py/torch_tensorrt/fx/test/converters/acc_op/test_maxpool.py
+++ b/py/torch_tensorrt/fx/test/converters/acc_op/test_maxpool.py
@@ -1,5 +1,5 @@
-import fx2trt_oss.tracer.acc_tracer.acc_ops as acc_ops
import torch
+import torch_tensorrt.fx.tracer.acc_tracer.acc_ops as acc_ops
from parameterized import param, parameterized
from torch.testing._internal.common_fx2trt import AccTestCase, InputTensorSpec
from torch.testing._internal.common_utils import run_tests
diff --git a/py/torch_tensorrt/fx/test/converters/acc_op/test_min.py b/py/torch_tensorrt/fx/test/converters/acc_op/test_min.py
index 08329429d5..317f71d3c0 100644
--- a/py/torch_tensorrt/fx/test/converters/acc_op/test_min.py
+++ b/py/torch_tensorrt/fx/test/converters/acc_op/test_min.py
@@ -1,5 +1,5 @@
-import fx2trt_oss.tracer.acc_tracer.acc_ops as acc_ops
import torch
+import torch_tensorrt.fx.tracer.acc_tracer.acc_ops as acc_ops
from parameterized import parameterized
from torch.testing._internal.common_fx2trt import AccTestCase
from torch.testing._internal.common_utils import run_tests
diff --git a/py/torch_tensorrt/fx/test/converters/acc_op/test_minimum.py b/py/torch_tensorrt/fx/test/converters/acc_op/test_minimum.py
index a66ebbebcf..0e9af3f302 100644
--- a/py/torch_tensorrt/fx/test/converters/acc_op/test_minimum.py
+++ b/py/torch_tensorrt/fx/test/converters/acc_op/test_minimum.py
@@ -1,5 +1,5 @@
-import fx2trt_oss.tracer.acc_tracer.acc_ops as acc_ops
import torch
+import torch_tensorrt.fx.tracer.acc_tracer.acc_ops as acc_ops
from torch.testing._internal.common_fx2trt import AccTestCase
from torch.testing._internal.common_utils import run_tests
diff --git a/py/torch_tensorrt/fx/test/converters/acc_op/test_narrow.py b/py/torch_tensorrt/fx/test/converters/acc_op/test_narrow.py
index 995f32de1c..8422a88ad7 100644
--- a/py/torch_tensorrt/fx/test/converters/acc_op/test_narrow.py
+++ b/py/torch_tensorrt/fx/test/converters/acc_op/test_narrow.py
@@ -1,6 +1,6 @@
-import fx2trt_oss.tracer.acc_tracer.acc_ops as acc_ops
import torch
import torch.nn as nn
+import torch_tensorrt.fx.tracer.acc_tracer.acc_ops as acc_ops
from parameterized import parameterized
from torch.testing._internal.common_fx2trt import AccTestCase
from torch.testing._internal.common_utils import run_tests
diff --git a/py/torch_tensorrt/fx/test/converters/acc_op/test_ne.py b/py/torch_tensorrt/fx/test/converters/acc_op/test_ne.py
index fc659e632b..37b2432e72 100644
--- a/py/torch_tensorrt/fx/test/converters/acc_op/test_ne.py
+++ b/py/torch_tensorrt/fx/test/converters/acc_op/test_ne.py
@@ -1,5 +1,5 @@
-import fx2trt_oss.tracer.acc_tracer.acc_ops as acc_ops
import torch
+import torch_tensorrt.fx.tracer.acc_tracer.acc_ops as acc_ops
from parameterized import parameterized
from torch.testing._internal.common_fx2trt import AccTestCase
from torch.testing._internal.common_utils import run_tests
diff --git a/py/torch_tensorrt/fx/test/converters/acc_op/test_new_ones.py b/py/torch_tensorrt/fx/test/converters/acc_op/test_new_ones.py
index c3ae338e86..2ff64f55c2 100644
--- a/py/torch_tensorrt/fx/test/converters/acc_op/test_new_ones.py
+++ b/py/torch_tensorrt/fx/test/converters/acc_op/test_new_ones.py
@@ -1,6 +1,6 @@
-import fx2trt_oss.tracer.acc_tracer.acc_ops as acc_ops
import torch
import torch.nn as nn
+import torch_tensorrt.fx.tracer.acc_tracer.acc_ops as acc_ops
from torch.testing._internal.common_fx2trt import AccTestCase, InputTensorSpec
from torch.testing._internal.common_utils import run_tests
diff --git a/py/torch_tensorrt/fx/test/converters/acc_op/test_numel.py b/py/torch_tensorrt/fx/test/converters/acc_op/test_numel.py
index 7760b8a4e7..8b30dc9eb9 100644
--- a/py/torch_tensorrt/fx/test/converters/acc_op/test_numel.py
+++ b/py/torch_tensorrt/fx/test/converters/acc_op/test_numel.py
@@ -1,6 +1,6 @@
-import fx2trt_oss.tracer.acc_tracer.acc_ops as acc_ops
import torch
import torch.nn as nn
+import torch_tensorrt.fx.tracer.acc_tracer.acc_ops as acc_ops
from torch.testing._internal.common_fx2trt import AccTestCase
from torch.testing._internal.common_utils import run_tests
diff --git a/py/torch_tensorrt/fx/test/converters/acc_op/test_pad.py b/py/torch_tensorrt/fx/test/converters/acc_op/test_pad.py
index f8e7df178d..edfd849790 100644
--- a/py/torch_tensorrt/fx/test/converters/acc_op/test_pad.py
+++ b/py/torch_tensorrt/fx/test/converters/acc_op/test_pad.py
@@ -1,9 +1,10 @@
import unittest
-import fx2trt_oss.tracer.acc_tracer.acc_ops as acc_ops
import tensorrt as trt
import torch
import torch.nn as nn
+
+import torch_tensorrt.fx.tracer.acc_tracer.acc_ops as acc_ops
from parameterized import param, parameterized
from torch.testing._internal.common_fx2trt import AccTestCase
from torch.testing._internal.common_utils import run_tests
diff --git a/py/torch_tensorrt/fx/test/converters/acc_op/test_permute.py b/py/torch_tensorrt/fx/test/converters/acc_op/test_permute.py
index b9223a4fa3..2d8d511749 100644
--- a/py/torch_tensorrt/fx/test/converters/acc_op/test_permute.py
+++ b/py/torch_tensorrt/fx/test/converters/acc_op/test_permute.py
@@ -1,6 +1,6 @@
-import fx2trt_oss.tracer.acc_tracer.acc_ops as acc_ops
import torch
import torch.nn as nn
+import torch_tensorrt.fx.tracer.acc_tracer.acc_ops as acc_ops
from parameterized import parameterized
from torch.testing._internal.common_fx2trt import AccTestCase, InputTensorSpec
from torch.testing._internal.common_utils import run_tests
diff --git a/py/torch_tensorrt/fx/test/converters/acc_op/test_prod.py b/py/torch_tensorrt/fx/test/converters/acc_op/test_prod.py
index 2355fe18f2..9f112a8a91 100644
--- a/py/torch_tensorrt/fx/test/converters/acc_op/test_prod.py
+++ b/py/torch_tensorrt/fx/test/converters/acc_op/test_prod.py
@@ -1,5 +1,5 @@
-import fx2trt_oss.tracer.acc_tracer.acc_ops as acc_ops
import torch
+import torch_tensorrt.fx.tracer.acc_tracer.acc_ops as acc_ops
from parameterized import parameterized
from torch.testing._internal.common_fx2trt import AccTestCase
from torch.testing._internal.common_utils import run_tests
diff --git a/py/torch_tensorrt/fx/test/converters/acc_op/test_quantize_per_tensor.py b/py/torch_tensorrt/fx/test/converters/acc_op/test_quantize_per_tensor.py
index f4bfa06e7b..c7084e17fd 100644
--- a/py/torch_tensorrt/fx/test/converters/acc_op/test_quantize_per_tensor.py
+++ b/py/torch_tensorrt/fx/test/converters/acc_op/test_quantize_per_tensor.py
@@ -1,9 +1,10 @@
import unittest
-import fx2trt_oss.tracer.acc_tracer.acc_ops as acc_ops
import tensorrt as trt
import torch.fx
import torch.nn as nn
+
+import torch_tensorrt.fx.tracer.acc_tracer.acc_ops as acc_ops
from torch.testing._internal.common_fx2trt import AccTestCase, InputTensorSpec
from torch.testing._internal.common_utils import run_tests
diff --git a/py/torch_tensorrt/fx/test/converters/acc_op/test_reduce_ops.py b/py/torch_tensorrt/fx/test/converters/acc_op/test_reduce_ops.py
index 44aa01ed99..1d24d332d4 100644
--- a/py/torch_tensorrt/fx/test/converters/acc_op/test_reduce_ops.py
+++ b/py/torch_tensorrt/fx/test/converters/acc_op/test_reduce_ops.py
@@ -1,5 +1,5 @@
-import fx2trt_oss.tracer.acc_tracer.acc_ops as acc_ops
import torch
+import torch_tensorrt.fx.tracer.acc_tracer.acc_ops as acc_ops
from parameterized import parameterized
from torch.testing._internal.common_fx2trt import AccTestCase
from torch.testing._internal.common_utils import run_tests
diff --git a/py/torch_tensorrt/fx/test/converters/acc_op/test_relu.py b/py/torch_tensorrt/fx/test/converters/acc_op/test_relu.py
index 07a809930a..5757e1a138 100644
--- a/py/torch_tensorrt/fx/test/converters/acc_op/test_relu.py
+++ b/py/torch_tensorrt/fx/test/converters/acc_op/test_relu.py
@@ -1,6 +1,6 @@
-import fx2trt_oss.tracer.acc_tracer.acc_ops as acc_ops
import torch
import torch.nn as nn
+import torch_tensorrt.fx.tracer.acc_tracer.acc_ops as acc_ops
from torch.testing._internal.common_fx2trt import AccTestCase, InputTensorSpec
from torch.testing._internal.common_utils import run_tests
diff --git a/py/torch_tensorrt/fx/test/converters/acc_op/test_repeat_interleave.py b/py/torch_tensorrt/fx/test/converters/acc_op/test_repeat_interleave.py
index c8b94b3dab..6dc6d0d108 100644
--- a/py/torch_tensorrt/fx/test/converters/acc_op/test_repeat_interleave.py
+++ b/py/torch_tensorrt/fx/test/converters/acc_op/test_repeat_interleave.py
@@ -1,5 +1,5 @@
-import fx2trt_oss.tracer.acc_tracer.acc_ops as acc_ops
import torch
+import torch_tensorrt.fx.tracer.acc_tracer.acc_ops as acc_ops
from parameterized import parameterized
from torch import nn
from torch.testing._internal.common_fx2trt import AccTestCase, InputTensorSpec
diff --git a/py/torch_tensorrt/fx/test/converters/acc_op/test_reshape.py b/py/torch_tensorrt/fx/test/converters/acc_op/test_reshape.py
index 85a404b55d..fd62c4cebd 100644
--- a/py/torch_tensorrt/fx/test/converters/acc_op/test_reshape.py
+++ b/py/torch_tensorrt/fx/test/converters/acc_op/test_reshape.py
@@ -1,5 +1,5 @@
-import fx2trt_oss.tracer.acc_tracer.acc_ops as acc_ops
import torch
+import torch_tensorrt.fx.tracer.acc_tracer.acc_ops as acc_ops
from parameterized import parameterized
from torch.testing._internal.common_fx2trt import AccTestCase, InputTensorSpec
from torch.testing._internal.common_utils import run_tests
diff --git a/py/torch_tensorrt/fx/test/converters/acc_op/test_selu.py b/py/torch_tensorrt/fx/test/converters/acc_op/test_selu.py
index b8e285cd79..ddb953abb5 100644
--- a/py/torch_tensorrt/fx/test/converters/acc_op/test_selu.py
+++ b/py/torch_tensorrt/fx/test/converters/acc_op/test_selu.py
@@ -1,6 +1,6 @@
-import fx2trt_oss.tracer.acc_tracer.acc_ops as acc_ops
import torch
import torch.nn as nn
+import torch_tensorrt.fx.tracer.acc_tracer.acc_ops as acc_ops
from torch.testing._internal.common_fx2trt import AccTestCase, InputTensorSpec
from torch.testing._internal.common_utils import run_tests
diff --git a/py/torch_tensorrt/fx/test/converters/acc_op/test_sigmoid.py b/py/torch_tensorrt/fx/test/converters/acc_op/test_sigmoid.py
index ad09892afa..32ba1009ca 100644
--- a/py/torch_tensorrt/fx/test/converters/acc_op/test_sigmoid.py
+++ b/py/torch_tensorrt/fx/test/converters/acc_op/test_sigmoid.py
@@ -1,6 +1,6 @@
-import fx2trt_oss.tracer.acc_tracer.acc_ops as acc_ops
import torch
import torch.nn as nn
+import torch_tensorrt.fx.tracer.acc_tracer.acc_ops as acc_ops
from torch.testing._internal.common_fx2trt import AccTestCase
from torch.testing._internal.common_utils import run_tests
diff --git a/py/torch_tensorrt/fx/test/converters/acc_op/test_silu.py b/py/torch_tensorrt/fx/test/converters/acc_op/test_silu.py
index 72dc1f84d4..cc9f32e4d5 100644
--- a/py/torch_tensorrt/fx/test/converters/acc_op/test_silu.py
+++ b/py/torch_tensorrt/fx/test/converters/acc_op/test_silu.py
@@ -1,8 +1,8 @@
import torch
-from fx2trt_oss.tracer.acc_tracer import acc_ops
from torch import nn
from torch.testing._internal.common_fx2trt import AccTestCase, InputTensorSpec
from torch.testing._internal.common_utils import run_tests
+from torch_tensorrt.fx.tracer.acc_tracer import acc_ops
class TestSilu(AccTestCase):
diff --git a/py/torch_tensorrt/fx/test/converters/acc_op/test_size.py b/py/torch_tensorrt/fx/test/converters/acc_op/test_size.py
index 7faf544d01..dc128f5b68 100644
--- a/py/torch_tensorrt/fx/test/converters/acc_op/test_size.py
+++ b/py/torch_tensorrt/fx/test/converters/acc_op/test_size.py
@@ -1,6 +1,6 @@
-import fx2trt_oss.tracer.acc_tracer.acc_ops as acc_ops
import torch
import torch.nn as nn
+import torch_tensorrt.fx.tracer.acc_tracer.acc_ops as acc_ops
from torch.testing._internal.common_fx2trt import AccTestCase, InputTensorSpec
from torch.testing._internal.common_utils import run_tests
diff --git a/py/torch_tensorrt/fx/test/converters/acc_op/test_softmax.py b/py/torch_tensorrt/fx/test/converters/acc_op/test_softmax.py
index 09a40cef90..c6ec1cc578 100644
--- a/py/torch_tensorrt/fx/test/converters/acc_op/test_softmax.py
+++ b/py/torch_tensorrt/fx/test/converters/acc_op/test_softmax.py
@@ -1,6 +1,6 @@
-import fx2trt_oss.tracer.acc_tracer.acc_ops as acc_ops
import torch
import torch.nn as nn
+import torch_tensorrt.fx.tracer.acc_tracer.acc_ops as acc_ops
from parameterized import parameterized
from torch.testing._internal.common_fx2trt import AccTestCase, InputTensorSpec
from torch.testing._internal.common_utils import run_tests
diff --git a/py/torch_tensorrt/fx/test/converters/acc_op/test_softsign.py b/py/torch_tensorrt/fx/test/converters/acc_op/test_softsign.py
index ec20a00cbf..d64c8838c4 100644
--- a/py/torch_tensorrt/fx/test/converters/acc_op/test_softsign.py
+++ b/py/torch_tensorrt/fx/test/converters/acc_op/test_softsign.py
@@ -1,6 +1,6 @@
-import fx2trt_oss.tracer.acc_tracer.acc_ops as acc_ops
import torch
import torch.nn as nn
+import torch_tensorrt.fx.tracer.acc_tracer.acc_ops as acc_ops
from torch.testing._internal.common_fx2trt import AccTestCase, InputTensorSpec
from torch.testing._internal.common_utils import run_tests
diff --git a/py/torch_tensorrt/fx/test/converters/acc_op/test_split.py b/py/torch_tensorrt/fx/test/converters/acc_op/test_split.py
index d3bf20e375..c71b1b8d65 100644
--- a/py/torch_tensorrt/fx/test/converters/acc_op/test_split.py
+++ b/py/torch_tensorrt/fx/test/converters/acc_op/test_split.py
@@ -1,6 +1,6 @@
-import fx2trt_oss.tracer.acc_tracer.acc_ops as acc_ops
import torch
import torch.nn as nn
+import torch_tensorrt.fx.tracer.acc_tracer.acc_ops as acc_ops
from parameterized import parameterized
from torch.testing._internal.common_fx2trt import AccTestCase, InputTensorSpec
from torch.testing._internal.common_utils import run_tests
diff --git a/py/torch_tensorrt/fx/test/converters/acc_op/test_squeeze.py b/py/torch_tensorrt/fx/test/converters/acc_op/test_squeeze.py
index 3d16dfbe59..9460440ee1 100644
--- a/py/torch_tensorrt/fx/test/converters/acc_op/test_squeeze.py
+++ b/py/torch_tensorrt/fx/test/converters/acc_op/test_squeeze.py
@@ -1,6 +1,6 @@
-import fx2trt_oss.tracer.acc_tracer.acc_ops as acc_ops
import torch
import torch.nn as nn
+import torch_tensorrt.fx.tracer.acc_tracer.acc_ops as acc_ops
from torch.testing._internal.common_fx2trt import AccTestCase, InputTensorSpec
from torch.testing._internal.common_utils import run_tests
diff --git a/py/torch_tensorrt/fx/test/converters/acc_op/test_std.py b/py/torch_tensorrt/fx/test/converters/acc_op/test_std.py
index 29096f00b7..96cf6167ed 100644
--- a/py/torch_tensorrt/fx/test/converters/acc_op/test_std.py
+++ b/py/torch_tensorrt/fx/test/converters/acc_op/test_std.py
@@ -1,5 +1,5 @@
-import fx2trt_oss.tracer.acc_tracer.acc_ops as acc_ops
import torch
+import torch_tensorrt.fx.tracer.acc_tracer.acc_ops as acc_ops
from parameterized import parameterized
from torch.testing._internal.common_fx2trt import AccTestCase
from torch.testing._internal.common_utils import run_tests
diff --git a/py/torch_tensorrt/fx/test/converters/acc_op/test_tanh.py b/py/torch_tensorrt/fx/test/converters/acc_op/test_tanh.py
index 92450346bc..7dd611e9fd 100644
--- a/py/torch_tensorrt/fx/test/converters/acc_op/test_tanh.py
+++ b/py/torch_tensorrt/fx/test/converters/acc_op/test_tanh.py
@@ -1,6 +1,6 @@
-import fx2trt_oss.tracer.acc_tracer.acc_ops as acc_ops
import torch
import torch.nn as nn
+import torch_tensorrt.fx.tracer.acc_tracer.acc_ops as acc_ops
from torch.testing._internal.common_fx2trt import AccTestCase, InputTensorSpec
from torch.testing._internal.common_utils import run_tests
diff --git a/py/torch_tensorrt/fx/test/converters/acc_op/test_tile.py b/py/torch_tensorrt/fx/test/converters/acc_op/test_tile.py
index 6566df84d5..d303f50f2c 100644
--- a/py/torch_tensorrt/fx/test/converters/acc_op/test_tile.py
+++ b/py/torch_tensorrt/fx/test/converters/acc_op/test_tile.py
@@ -1,6 +1,6 @@
-import fx2trt_oss.tracer.acc_tracer.acc_ops as acc_ops
import torch
import torch.nn as nn
+import torch_tensorrt.fx.tracer.acc_tracer.acc_ops as acc_ops
from parameterized import parameterized
from torch.testing._internal.common_fx2trt import AccTestCase, InputTensorSpec
from torch.testing._internal.common_utils import run_tests
diff --git a/py/torch_tensorrt/fx/test/converters/acc_op/test_to_dtype.py b/py/torch_tensorrt/fx/test/converters/acc_op/test_to_dtype.py
index 65459f84c5..09c321c136 100644
--- a/py/torch_tensorrt/fx/test/converters/acc_op/test_to_dtype.py
+++ b/py/torch_tensorrt/fx/test/converters/acc_op/test_to_dtype.py
@@ -1,8 +1,8 @@
-import fx2trt_oss.tracer.acc_tracer.acc_ops as acc_ops
import torch
-from fx2trt_oss.fx.utils import LowerPrecision
+import torch_tensorrt.fx.tracer.acc_tracer.acc_ops as acc_ops
from torch.testing._internal.common_fx2trt import AccTestCase
from torch.testing._internal.common_utils import run_tests
+from torch_tensorrt.fx.utils import LowerPrecision
class TestToConverter(AccTestCase):
diff --git a/py/torch_tensorrt/fx/test/converters/acc_op/test_topk.py b/py/torch_tensorrt/fx/test/converters/acc_op/test_topk.py
index 13d39b86be..d8ea1ef396 100644
--- a/py/torch_tensorrt/fx/test/converters/acc_op/test_topk.py
+++ b/py/torch_tensorrt/fx/test/converters/acc_op/test_topk.py
@@ -1,6 +1,6 @@
-import fx2trt_oss.tracer.acc_tracer.acc_ops as acc_ops
import torch
import torch.nn as nn
+import torch_tensorrt.fx.tracer.acc_tracer.acc_ops as acc_ops
from parameterized import parameterized
from torch.testing._internal.common_fx2trt import AccTestCase
from torch.testing._internal.common_utils import run_tests
diff --git a/py/torch_tensorrt/fx/test/converters/acc_op/test_transpose_convolution.py b/py/torch_tensorrt/fx/test/converters/acc_op/test_transpose_convolution.py
index 7fed27b944..e9d408714e 100644
--- a/py/torch_tensorrt/fx/test/converters/acc_op/test_transpose_convolution.py
+++ b/py/torch_tensorrt/fx/test/converters/acc_op/test_transpose_convolution.py
@@ -1,7 +1,7 @@
# Owner(s): ["oncall: gpu_enablement"]
-import fx2trt_oss.tracer.acc_tracer.acc_ops as acc_ops
import torch
+import torch_tensorrt.fx.tracer.acc_tracer.acc_ops as acc_ops
from parameterized import param, parameterized
from torch.testing._internal.common_fx2trt import AccTestCase, InputTensorSpec
from torch.testing._internal.common_utils import run_tests
diff --git a/py/torch_tensorrt/fx/test/converters/acc_op/test_type_as.py b/py/torch_tensorrt/fx/test/converters/acc_op/test_type_as.py
index 0f2cb5438f..c065550f51 100644
--- a/py/torch_tensorrt/fx/test/converters/acc_op/test_type_as.py
+++ b/py/torch_tensorrt/fx/test/converters/acc_op/test_type_as.py
@@ -1,8 +1,8 @@
-import fx2trt_oss.tracer.acc_tracer.acc_ops as acc_ops
import torch
-from fx2trt_oss.fx.utils import LowerPrecision
+import torch_tensorrt.fx.tracer.acc_tracer.acc_ops as acc_ops
from torch.testing._internal.common_fx2trt import AccTestCase
from torch.testing._internal.common_utils import run_tests
+from torch_tensorrt.fx.utils import LowerPrecision
class TestTypeAsConverter(AccTestCase):
diff --git a/py/torch_tensorrt/fx/test/converters/acc_op/test_unary_ops.py b/py/torch_tensorrt/fx/test/converters/acc_op/test_unary_ops.py
index f9af56835e..d11fb269bf 100644
--- a/py/torch_tensorrt/fx/test/converters/acc_op/test_unary_ops.py
+++ b/py/torch_tensorrt/fx/test/converters/acc_op/test_unary_ops.py
@@ -1,8 +1,9 @@
from typing import Callable
-import fx2trt_oss.tracer.acc_tracer.acc_ops as acc_ops
import torch
import torch.nn as nn
+
+import torch_tensorrt.fx.tracer.acc_tracer.acc_ops as acc_ops
from parameterized import parameterized
from torch.testing._internal.common_fx2trt import AccTestCase
from torch.testing._internal.common_utils import run_tests
diff --git a/py/torch_tensorrt/fx/test/converters/acc_op/test_unsqueeze.py b/py/torch_tensorrt/fx/test/converters/acc_op/test_unsqueeze.py
index 79064771b7..e31b4f2481 100644
--- a/py/torch_tensorrt/fx/test/converters/acc_op/test_unsqueeze.py
+++ b/py/torch_tensorrt/fx/test/converters/acc_op/test_unsqueeze.py
@@ -1,7 +1,7 @@
-import fx2trt_oss.tracer.acc_tracer.acc_ops as acc_ops
import torch
import torch.fx
import torch.nn as nn
+import torch_tensorrt.fx.tracer.acc_tracer.acc_ops as acc_ops
from parameterized import parameterized
from torch.testing._internal.common_fx2trt import AccTestCase, InputTensorSpec
from torch.testing._internal.common_utils import run_tests
diff --git a/py/torch_tensorrt/fx/test/converters/acc_op/test_where.py b/py/torch_tensorrt/fx/test/converters/acc_op/test_where.py
index 3b4a33a891..c90bb16041 100644
--- a/py/torch_tensorrt/fx/test/converters/acc_op/test_where.py
+++ b/py/torch_tensorrt/fx/test/converters/acc_op/test_where.py
@@ -1,6 +1,6 @@
-import fx2trt_oss.tracer.acc_tracer.acc_ops as acc_ops
import torch
import torch.nn as nn
+import torch_tensorrt.fx.tracer.acc_tracer.acc_ops as acc_ops
from parameterized import parameterized
from torch.testing._internal.common_fx2trt import AccTestCase
from torch.testing._internal.common_utils import run_tests
diff --git a/py/torch_tensorrt/fx/test/core/test_import_fx2trt.py b/py/torch_tensorrt/fx/test/core/test_import_fx2trt.py
index acf300c3d7..7f8dd169be 100644
--- a/py/torch_tensorrt/fx/test/core/test_import_fx2trt.py
+++ b/py/torch_tensorrt/fx/test/core/test_import_fx2trt.py
@@ -5,7 +5,7 @@
# Test that this import should not trigger any error when run
# in non-GPU hosts, or in any build mode.
-import fx2trt_oss.fx.lower as fxl # noqa: F401
+import torch_tensorrt.fx.lower as fxl # noqa: F401
from torch.testing._internal.common_utils import run_tests, TestCase
diff --git a/py/torch_tensorrt/fx/test/core/test_input_tensor_spec.py b/py/torch_tensorrt/fx/test/core/test_input_tensor_spec.py
index ee57bbf2bd..cec49cb400 100644
--- a/py/torch_tensorrt/fx/test/core/test_input_tensor_spec.py
+++ b/py/torch_tensorrt/fx/test/core/test_input_tensor_spec.py
@@ -3,8 +3,8 @@
from typing import List, Optional
import torch
-from fx2trt_oss.fx import InputTensorSpec
from torch.testing._internal.common_utils import run_tests, TestCase
+from torch_tensorrt.fx import InputTensorSpec
class TestTRTModule(TestCase):
diff --git a/py/torch_tensorrt/fx/test/core/test_trt_module.py b/py/torch_tensorrt/fx/test/core/test_trt_module.py
index 2a1eaa269e..ce44be758d 100644
--- a/py/torch_tensorrt/fx/test/core/test_trt_module.py
+++ b/py/torch_tensorrt/fx/test/core/test_trt_module.py
@@ -2,12 +2,13 @@
import os
-import fx2trt_oss.tracer.acc_tracer.acc_tracer as acc_tracer
import torch
import torch.fx
-from fx2trt_oss.fx import InputTensorSpec, TRTInterpreter, TRTModule
-from fx2trt_oss.fx.utils import LowerPrecision
+
+import torch_tensorrt.fx.tracer.acc_tracer.acc_tracer as acc_tracer
from torch.testing._internal.common_utils import run_tests, TestCase
+from torch_tensorrt.fx import InputTensorSpec, TRTInterpreter, TRTModule
+from torch_tensorrt.fx.utils import LowerPrecision
class TestTRTModule(TestCase):
diff --git a/py/torch_tensorrt/fx/test/passes/test_fuse_permute_linear_trt.py b/py/torch_tensorrt/fx/test/passes/test_fuse_permute_linear_trt.py
index 4822b87af6..6eca458ff5 100644
--- a/py/torch_tensorrt/fx/test/passes/test_fuse_permute_linear_trt.py
+++ b/py/torch_tensorrt/fx/test/passes/test_fuse_permute_linear_trt.py
@@ -1,13 +1,13 @@
# Owner(s): ["oncall: gpu_enablement"]
-import fx2trt_oss.tracer.acc_tracer.acc_ops as acc_ops
import torch
-from fx2trt_oss.fx.passes.lower_basic_pass import (
+import torch_tensorrt.fx.tracer.acc_tracer.acc_ops as acc_ops
+from torch.testing._internal.common_fx2trt import AccTestCase
+from torch.testing._internal.common_utils import run_tests
+from torch_tensorrt.fx.passes.lower_basic_pass import (
fuse_permute_linear,
trt_transposed_linear,
)
-from torch.testing._internal.common_fx2trt import AccTestCase
-from torch.testing._internal.common_utils import run_tests
class TestFusePermuteLinear(AccTestCase):
diff --git a/py/torch_tensorrt/fx/test/passes/test_fuse_permute_matmul_trt.py b/py/torch_tensorrt/fx/test/passes/test_fuse_permute_matmul_trt.py
index 4b00fb43e6..dab797e02b 100644
--- a/py/torch_tensorrt/fx/test/passes/test_fuse_permute_matmul_trt.py
+++ b/py/torch_tensorrt/fx/test/passes/test_fuse_permute_matmul_trt.py
@@ -1,14 +1,14 @@
# Owner(s): ["oncall: gpu_enablement"]
-import fx2trt_oss.tracer.acc_tracer.acc_ops as acc_ops
import torch
-from fx2trt_oss.fx.passes.lower_basic_pass import (
- fuse_permute_matmul,
- trt_transposed_matmul,
-)
+import torch_tensorrt.fx.tracer.acc_tracer.acc_ops as acc_ops
from parameterized import param, parameterized
from torch.testing._internal.common_fx2trt import AccTestCase
from torch.testing._internal.common_utils import run_tests
+from torch_tensorrt.fx.passes.lower_basic_pass import (
+ fuse_permute_matmul,
+ trt_transposed_matmul,
+)
def tranpose_last_two_dims(x):
diff --git a/py/torch_tensorrt/fx/test/passes/test_multi_fuse_trt.py b/py/torch_tensorrt/fx/test/passes/test_multi_fuse_trt.py
index db9318ca3f..37e7b17b01 100644
--- a/py/torch_tensorrt/fx/test/passes/test_multi_fuse_trt.py
+++ b/py/torch_tensorrt/fx/test/passes/test_multi_fuse_trt.py
@@ -1,16 +1,16 @@
# Owner(s): ["oncall: gpu_enablement"]
-import fx2trt_oss.tracer.acc_tracer.acc_ops as acc_ops
import torch
-from fx2trt_oss.fx.passes.lower_basic_pass import (
+import torch_tensorrt.fx.tracer.acc_tracer.acc_ops as acc_ops
+from parameterized import parameterized
+from torch.testing._internal.common_fx2trt import AccTestCase
+from torch.testing._internal.common_utils import run_tests
+from torch_tensorrt.fx.passes.lower_basic_pass import (
fuse_permute_linear,
fuse_permute_matmul,
trt_transposed_linear,
trt_transposed_matmul,
)
-from parameterized import parameterized
-from torch.testing._internal.common_fx2trt import AccTestCase
-from torch.testing._internal.common_utils import run_tests
def permute021(x):
diff --git a/py/torch_tensorrt/fx/test/passes/test_remove_duplicate_output_args.py b/py/torch_tensorrt/fx/test/passes/test_remove_duplicate_output_args.py
index 24977d49df..f20598f12e 100644
--- a/py/torch_tensorrt/fx/test/passes/test_remove_duplicate_output_args.py
+++ b/py/torch_tensorrt/fx/test/passes/test_remove_duplicate_output_args.py
@@ -2,9 +2,10 @@
import logging
-import fx2trt_oss.fx.passes.remove_duplicate_output_args as dedup
import torch.fx as fx
import torch.nn as nn
+
+import torch_tensorrt.fx.passes.remove_duplicate_output_args as dedup
from torch.testing._internal.common_utils import run_tests, TestCase
diff --git a/py/torch_tensorrt/fx/test/passes/test_setitem.py b/py/torch_tensorrt/fx/test/passes/test_setitem.py
index 61058d07bf..ddb6d5255b 100644
--- a/py/torch_tensorrt/fx/test/passes/test_setitem.py
+++ b/py/torch_tensorrt/fx/test/passes/test_setitem.py
@@ -1,9 +1,9 @@
import torch
import torchdynamo
-from fx2trt_oss.fx.passes.lower_basic_pass import transform_setitem
from parameterized import parameterized
from torch.testing._internal.common_fx2trt import AccTestCase
from torch.testing._internal.common_utils import run_tests
+from torch_tensorrt.fx.passes.lower_basic_pass import transform_setitem
from torchdynamo.optimizations import backends
diff --git a/py/torch_tensorrt/fx/test/quant/test_quant_trt.py b/py/torch_tensorrt/fx/test/quant/test_quant_trt.py
index 3f9cc99817..1f93a9f397 100644
--- a/py/torch_tensorrt/fx/test/quant/test_quant_trt.py
+++ b/py/torch_tensorrt/fx/test/quant/test_quant_trt.py
@@ -5,15 +5,12 @@
import operator
import unittest
-import fx2trt_oss.tracer.acc_tracer.acc_tracer as acc_tracer
import torch
import torch.nn as nn
import torch.nn.functional as F
import torch.nn.quantized._reference as nnqr
-from fx2trt_oss.fx import InputTensorSpec, TRTInterpreter, TRTModule
-from fx2trt_oss.fx.passes.lower_basic_pass import run_const_fold
-from fx2trt_oss.fx.utils import LowerPrecision
-from fx2trt_oss.tracer.acc_tracer import acc_ops
+
+import torch_tensorrt.fx.tracer.acc_tracer.acc_tracer as acc_tracer
from torch.ao.quantization import default_qconfig
from torch.ao.quantization.backend_config.observation_type import ObservationType
from torch.ao.quantization.fx.match_utils import MatchAllNode
@@ -29,6 +26,10 @@
QuantizationTestCase,
)
from torch.testing._internal.common_utils import run_tests
+from torch_tensorrt.fx import InputTensorSpec, TRTInterpreter, TRTModule
+from torch_tensorrt.fx.passes.lower_basic_pass import run_const_fold
+from torch_tensorrt.fx.tracer.acc_tracer import acc_ops
+from torch_tensorrt.fx.utils import LowerPrecision
def lower_to_trt(model, inputs, shape_ranges):
diff --git a/py/torch_tensorrt/fx/test/tools/test_model_packager.py b/py/torch_tensorrt/fx/test/tools/test_model_packager.py
index 063dd22b40..b0ef521d27 100644
--- a/py/torch_tensorrt/fx/test/tools/test_model_packager.py
+++ b/py/torch_tensorrt/fx/test/tools/test_model_packager.py
@@ -3,9 +3,12 @@
import torch
import torch.fx
-from fx2trt_oss.fx.tools.model_packager import generate_standalone_repro, ModelPackager
from torch import nn
from torch.package import PackageImporter
+from torch_tensorrt.fx.tools.model_packager import (
+ generate_standalone_repro,
+ ModelPackager,
+)
class TestModel(nn.Module):
diff --git a/py/torch_tensorrt/fx/test/tracer/test_acc_shape_prop.py b/py/torch_tensorrt/fx/test/tracer/test_acc_shape_prop.py
index da8ed86190..a2f842b722 100644
--- a/py/torch_tensorrt/fx/test/tracer/test_acc_shape_prop.py
+++ b/py/torch_tensorrt/fx/test/tracer/test_acc_shape_prop.py
@@ -3,9 +3,10 @@
import operator
import unittest
-import fx2trt_oss.tracer.acc_tracer.acc_shape_prop as acc_shape_prop
-import fx2trt_oss.tracer.acc_tracer.acc_tracer as acc_tracer
import torch
+
+import torch_tensorrt.fx.tracer.acc_tracer.acc_shape_prop as acc_shape_prop
+import torch_tensorrt.fx.tracer.acc_tracer.acc_tracer as acc_tracer
from parameterized import param, parameterized
torch.manual_seed(0)
diff --git a/py/torch_tensorrt/fx/test/tracer/test_acc_tracer.py b/py/torch_tensorrt/fx/test/tracer/test_acc_tracer.py
index 0f10286072..231b8eed0c 100644
--- a/py/torch_tensorrt/fx/test/tracer/test_acc_tracer.py
+++ b/py/torch_tensorrt/fx/test/tracer/test_acc_tracer.py
@@ -3,13 +3,14 @@
import unittest
from typing import Callable, List
-import fx2trt_oss.tracer.acc_tracer.acc_normalizer as acc_normalizer
-import fx2trt_oss.tracer.acc_tracer.acc_ops as acc_ops
-import fx2trt_oss.tracer.acc_tracer.acc_tracer as acc_tracer
-import fx2trt_oss.tracer.acc_tracer.acc_utils as acc_utils
import numpy as np
import torch
import torch.nn as nn
+
+import torch_tensorrt.fx.tracer.acc_tracer.acc_normalizer as acc_normalizer
+import torch_tensorrt.fx.tracer.acc_tracer.acc_ops as acc_ops
+import torch_tensorrt.fx.tracer.acc_tracer.acc_tracer as acc_tracer
+import torch_tensorrt.fx.tracer.acc_tracer.acc_utils as acc_utils
import torchvision
from parameterized import param, parameterized
@@ -1725,9 +1726,10 @@ def test_trunc_div(self):
self._make_acc_op_function_test(
acc_ops.trunc_div, lambda x: torch.div(x, 2, rounding_mode="trunc")
)
- self._make_acc_op_function_test(
- acc_ops.trunc_div, lambda x: torch.floor_divide(x, 2)
- )
+ # does not behave the same as floor_divide
+ # self._make_acc_op_function_test(
+ # acc_ops.trunc_div, lambda x: torch.floor_divide(x, 2)
+ # )
def test_view(self):
"""
diff --git a/py/torch_tensorrt/fx/test/tracer/test_dispatch_tracer.py b/py/torch_tensorrt/fx/test/tracer/test_dispatch_tracer.py
index fea3cf6099..c5b7a22ec6 100644
--- a/py/torch_tensorrt/fx/test/tracer/test_dispatch_tracer.py
+++ b/py/torch_tensorrt/fx/test/tracer/test_dispatch_tracer.py
@@ -6,8 +6,8 @@
from functorch import make_fx as make_fx_pk
from functorch.experimental import functionalize
-from fx2trt_oss.tracer.dispatch_tracer.tracer import make_fx
from torch.library import Library
+from torch_tensorrt.fx.tracer.dispatch_tracer.tracer import make_fx
from torchdynamo.optimizations.normalize import normalize_ir
from torchdynamo.optimizations.python_key import fake_signature
diff --git a/py/torch_tensorrt/fx/test/trt_lower/test_diagnostics.py b/py/torch_tensorrt/fx/test/trt_lower/test_diagnostics.py
index e62cd62bca..467f3ca9af 100644
--- a/py/torch_tensorrt/fx/test/trt_lower/test_diagnostics.py
+++ b/py/torch_tensorrt/fx/test/trt_lower/test_diagnostics.py
@@ -7,7 +7,7 @@
from typing import Union
from unittest import TestCase
-import fx2trt_oss.fx.diagnostics as diag
+import torch_tensorrt.fx.diagnostics as diag
def reset_diag(fn):
diff --git a/py/torch_tensorrt/fx/test/trt_lower/test_fx2trt_lower.py b/py/torch_tensorrt/fx/test/trt_lower/test_fx2trt_lower.py
index c4d6346c35..7ecfff69c8 100644
--- a/py/torch_tensorrt/fx/test/trt_lower/test_fx2trt_lower.py
+++ b/py/torch_tensorrt/fx/test/trt_lower/test_fx2trt_lower.py
@@ -6,7 +6,7 @@
import torch
import torch.fx as fx
import torch.nn as nn
-from fx2trt_oss.fx.lower import Lowerer, LowerSetting
+from torch_tensorrt.fx.lower import Lowerer, LowerSetting
logger = logging.getLogger(__name__)
diff --git a/py/torch_tensorrt/fx/test/trt_lower/test_observer.py b/py/torch_tensorrt/fx/test/trt_lower/test_observer.py
index f5ca2b3ba7..8a621c476a 100644
--- a/py/torch_tensorrt/fx/test/trt_lower/test_observer.py
+++ b/py/torch_tensorrt/fx/test/trt_lower/test_observer.py
@@ -4,8 +4,8 @@
from contextlib import contextmanager
from unittest import TestCase
-import fx2trt_oss.fx.observer as ob
-from fx2trt_oss.fx.observer import observable
+import torch_tensorrt.fx.observer as ob
+from torch_tensorrt.fx.observer import observable
def set_observer_callback_rethrow(fn):
diff --git a/py/torch_tensorrt/fx/test/trt_lower/test_observer_gpu.py b/py/torch_tensorrt/fx/test/trt_lower/test_observer_gpu.py
index 26934c9f06..9ed3b9df06 100644
--- a/py/torch_tensorrt/fx/test/trt_lower/test_observer_gpu.py
+++ b/py/torch_tensorrt/fx/test/trt_lower/test_observer_gpu.py
@@ -2,9 +2,9 @@
import functools
from unittest import TestCase
-import fx2trt_oss.fx.observer as ob
-from fx2trt_oss.fx.passes.lower_basic_pass import fuse_permute_linear
+import torch_tensorrt.fx.observer as ob
from test_observer import execution_verifier, set_observer_callback_rethrow
+from torch_tensorrt.fx.passes.lower_basic_pass import fuse_permute_linear
class ObserverGPUTests(TestCase):
@@ -16,10 +16,11 @@ def test_observe_lowerer(self):
"""
from dataclasses import replace
- import fx2trt_oss.fx.lower as lower
import torch
import torch.nn as nn
- from fx2trt_oss.fx.lower_setting import LowerSetting
+
+ import torch_tensorrt.fx.lower as lower
+ from torch_tensorrt.fx.lower_setting import LowerSetting
class Model(nn.Module):
def forward(self, x, y):
diff --git a/py/torch_tensorrt/fx/test/trt_lower/trt_operator_supported_test.py b/py/torch_tensorrt/fx/test/trt_lower/trt_operator_supported_test.py
index 9c74579909..0942909c94 100644
--- a/py/torch_tensorrt/fx/test/trt_lower/trt_operator_supported_test.py
+++ b/py/torch_tensorrt/fx/test/trt_lower/trt_operator_supported_test.py
@@ -1,12 +1,12 @@
# Owner(s): ["oncall: gpu_enablement"]
-import fx2trt_oss.tracer.acc_tracer.acc_ops # noqa: F401
import torch
import torch.fx
import torch.nn as nn
-from fx2trt_oss.fx.tools.trt_splitter import create_trt_operator_support
-from fx2trt_oss.tracer.acc_tracer import acc_ops, acc_tracer
+import torch_tensorrt.fx.tracer.acc_tracer.acc_ops # noqa: F401
from torch.testing._internal.common_utils import run_tests, TestCase
+from torch_tensorrt.fx.tools.trt_splitter import create_trt_operator_support
+from torch_tensorrt.fx.tracer.acc_tracer import acc_ops, acc_tracer
class TestTRTOperatorSupport(TestCase):
diff --git a/py/torch_tensorrt/fx/test/trt_lower/trt_splitter_test.py b/py/torch_tensorrt/fx/test/trt_lower/trt_splitter_test.py
index 917afea0f2..76da8c2430 100644
--- a/py/torch_tensorrt/fx/test/trt_lower/trt_splitter_test.py
+++ b/py/torch_tensorrt/fx/test/trt_lower/trt_splitter_test.py
@@ -5,13 +5,13 @@
import torch # isort:skip
import torch.fx # isort:skip
-import fx2trt_oss.tracer.acc_tracer.acc_ops as acc_ops
import torch.fx.passes.operator_support as op_support
import torch.fx.passes.shape_prop as shape_prop
-from fx2trt_oss.fx.tools.trt_splitter import TRTSplitter
-from fx2trt_oss.tracer.acc_tracer import acc_tracer
+import torch_tensorrt.fx.tracer.acc_tracer.acc_ops as acc_ops
from torch.fx.passes import splitter_base
from torch.testing._internal.common_utils import run_tests, TestCase
+from torch_tensorrt.fx.tools.trt_splitter import TRTSplitter
+from torch_tensorrt.fx.tracer.acc_tracer import acc_tracer
ERROR_MSG_NO_ACC_MODULE = "FX split failed: Did not find any ACC submodule!"
diff --git a/py/torch_tensorrt/fx/tools/engine_layer_visualize.py b/py/torch_tensorrt/fx/tools/engine_layer_visualize.py
index eaff4aafc9..3008c8e087 100644
--- a/py/torch_tensorrt/fx/tools/engine_layer_visualize.py
+++ b/py/torch_tensorrt/fx/tools/engine_layer_visualize.py
@@ -14,7 +14,7 @@
supported.
Usage:
- python fx2trt_oss.fx/tools/engine_layer_visualize.py --log_file aaa --profile_file bbb
+ python torch_tensorrt.fx/tools/engine_layer_visualize.py --log_file aaa --profile_file bbb
"""
diff --git a/py/torch_tensorrt/fx/tools/model_packager.py b/py/torch_tensorrt/fx/tools/model_packager.py
index fd2645c108..0ef0ff05a4 100644
--- a/py/torch_tensorrt/fx/tools/model_packager.py
+++ b/py/torch_tensorrt/fx/tools/model_packager.py
@@ -102,9 +102,9 @@ def set_mocked_modules(cls, pe: PackageExporter):
pe.mock(
"**",
exclude=[
- "fx2trt_oss.tracer.acc_tracer.acc_ops",
- "fx2trt_oss.tracer.acc_tracer.acc_normalizer",
- "fx2trt_oss.tracer.acc_tracer.acc_op_properties",
+ "torch_tensorrt.fx.tracer.acc_tracer.acc_ops",
+ "torch_tensorrt.fx.tracer.acc_tracer.acc_normalizer",
+ "torch_tensorrt.fx.tracer.acc_tracer.acc_op_properties",
],
)
diff --git a/py/torch_tensorrt/fx/tools/trt_minimizer.py b/py/torch_tensorrt/fx/tools/trt_minimizer.py
index 3aaefac442..23039bea34 100644
--- a/py/torch_tensorrt/fx/tools/trt_minimizer.py
+++ b/py/torch_tensorrt/fx/tools/trt_minimizer.py
@@ -2,9 +2,10 @@
import torch
import torch.fx.passes.net_min_base as net_min_base
-from .. import InputTensorSpec, TRTInterpreter, TRTModule
from torch.fx.passes.tools_common import Tensors
+from .. import InputTensorSpec, TRTInterpreter, TRTModule
+
def lower_mod_default(
mod: torch.fx.GraphModule, inputs: Tensors, batch_size: Any = 2048
diff --git a/py/torch_tensorrt/fx/tools/trt_profiler_sorted.py b/py/torch_tensorrt/fx/tools/trt_profiler_sorted.py
index 529bd2fd70..2d5ce0b419 100644
--- a/py/torch_tensorrt/fx/tools/trt_profiler_sorted.py
+++ b/py/torch_tensorrt/fx/tools/trt_profiler_sorted.py
@@ -4,6 +4,7 @@
import tensorrt as trt
import torch
+
from .. import TRTModule
diff --git a/py/torch_tensorrt/fx/tools/trt_splitter.py b/py/torch_tensorrt/fx/tools/trt_splitter.py
index c3efe74cc7..32dc4a1853 100644
--- a/py/torch_tensorrt/fx/tools/trt_splitter.py
+++ b/py/torch_tensorrt/fx/tools/trt_splitter.py
@@ -3,6 +3,8 @@
import torch
import torch.fx.passes.operator_support as ops
import torch.fx.passes.splitter_base as splitter_base
+from torch.fx.passes.tools_common import get_acc_ops_name, Tensors
+
from .. import (
CONVERTERS,
InputTensorSpec,
@@ -12,7 +14,6 @@
TRTModule,
)
from ..tools.trt_minimizer import TensorRTMinimizer
-from torch.fx.passes.tools_common import get_acc_ops_name, Tensors
def create_trt_operator_support(use_implicit_batch_dim=True) -> ops.OperatorSupportBase:
diff --git a/py/torch_tensorrt/fx/tracer/acc_tracer/acc_normalizer.py b/py/torch_tensorrt/fx/tracer/acc_tracer/acc_normalizer.py
index 89cb299e0d..408744726e 100644
--- a/py/torch_tensorrt/fx/tracer/acc_tracer/acc_normalizer.py
+++ b/py/torch_tensorrt/fx/tracer/acc_tracer/acc_normalizer.py
@@ -2,11 +2,12 @@
import re
from typing import Any, Callable, Dict, List, NamedTuple, Optional, Set, Tuple, Union
-from . import acc_utils
import torch
import torch.fx
from torch.fx.node import _get_qualified_name
+from . import acc_utils
+
# Need to keep up-to-date with https://fburl.com/codesearch/7r2hhh53
ALIAS_MAP = {
"input": ("input", "x", "a", "x1"),
diff --git a/py/torch_tensorrt/fx/tracer/acc_tracer/acc_ops.py b/py/torch_tensorrt/fx/tracer/acc_tracer/acc_ops.py
index 3f2d18d089..df6480166b 100644
--- a/py/torch_tensorrt/fx/tracer/acc_tracer/acc_ops.py
+++ b/py/torch_tensorrt/fx/tracer/acc_tracer/acc_ops.py
@@ -5,18 +5,16 @@
import torch # isort:skip
from typing import cast, Iterable, List, Sequence
-from . import acc_utils
import torch.nn as nn
+from torch.fx.passes.shape_prop import _extract_tensor_metadata
+
+from . import acc_utils
from .acc_normalizer import (
register_acc_op,
register_acc_op_mapping,
register_custom_acc_mapper_fn,
)
-from .acc_op_properties import (
- AccOpProperty,
- register_acc_op_properties,
-)
-from torch.fx.passes.shape_prop import _extract_tensor_metadata
+from .acc_op_properties import AccOpProperty, register_acc_op_properties
this_arg_is_optional = True
move_to_qparams = True
@@ -223,6 +221,7 @@ def avg_pool2d(
def sign(*, input):
return torch.sign(input)
+
@register_custom_acc_mapper_fn(
op_and_target=("call_method", "type"),
arg_replacement_tuples=[
diff --git a/py/torch_tensorrt/fx/tracer/acc_tracer/acc_tracer.py b/py/torch_tensorrt/fx/tracer/acc_tracer/acc_tracer.py
index 1a8b6499b0..9f3f911261 100644
--- a/py/torch_tensorrt/fx/tracer/acc_tracer/acc_tracer.py
+++ b/py/torch_tensorrt/fx/tracer/acc_tracer/acc_tracer.py
@@ -8,10 +8,6 @@
from types import FunctionType
from typing import Any, Dict, Optional, Sequence, Set, Tuple, Type
-from . import acc_normalizer
-from . import acc_ops # noqa: F401
-from . import acc_shape_prop
-from . import acc_utils
import torch
import torch.jit as jit
import torch.nn as nn
@@ -21,6 +17,8 @@
from torch.fx.node import Argument, Node, Target
from torch.fx.passes import shape_prop
+from . import acc_normalizer, acc_ops, acc_shape_prop, acc_utils # noqa: F401
+
_LOGGER = logging.getLogger(__name__)