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Lotus: Characterization of Machine Learning Preprocessing Pipelines via Framework and Hardware Profiling
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Reproducing P3Map With More Functions #40

Closed harshithlanka3 closed 1 month ago

harshithlanka3 commented 5 months ago

Directory containing all files related to P3Map reproducibility and more mappings

harshithlanka3 commented 5 months ago
Transformation Function Library
ToTensor futex_wake libgomp.so.1
gomp_simple_barrier_wait libgomp.so.1
func@0xce88e0 libtorch_cpu.so
gomp_team_barrier_wait_end libgomp.so.1
_Py_NewReference python3.10
ImagingRawEncode _imaging.cpython-310-x86_64-linux-gnu.so
_PyObject_GetMethod python3.10
__memmove_avx_unaligned_erms libc.so.6
tupledealloc python3.10
lookdict_unicode_nodummy python3.10
c10::function_ref<void (char, long const*, long, long)>::callback_fn<at::TensorIteratorBase::loop_2d_from_1d<at::native::AVX2::copy_kernel(at::TensorIterator&, bool)::{lambda()#1}::operator()(void) const::{lambda()#7}::operator()(void) const::{lambda()#1}::operator()(void) const::{lambda()#1}::operator()(void) const::{lambda(char*long const, long)#1}>(, signed char, at::native::AVX2::copy_kernel(at::TensorIterator&, bool)::{lambda()#1}::operator()(void) const::{lambda()#7}::operator()(void) const::{lambda()#1}::operator()(void) const::{lambda()#1}::operator()(void) const::{lambda(charlong const*, long)#1} const&)::{lambda(char*long const, long, long)#1}> libtorch_cpu.so
__GI___libc_malloc libc.so.6
_PyBytes_Resize python3.10
gomp_team_end libgomp.so.1
c10::function_ref<void (char*, long const, long, long)>::callback_fn<at::native::AVX2::VectorizedLoop2d<at::native::(anonymous namespace)::div_true_kernel(at::TensorIteratorBase&)::{lambda()#2}::operator()(void) const::{lambda()#2}::operator()(void) const::{lambda(floatfloat)#1}, at::native::(anonymous namespace)::div_true_kernel(at::TensorIteratorBase&)::{lambda()#2}::operator()(void) const::{lambda()#2}::operator()(void) const::{lambda(at::vec::AVX2::Vectorizedat::vec::AVX2::Vectorized)#2}>> libtorch_cpu.so
PyType_HasFeature python3.10
arena_map_get python3.10
do_mkvalue python3.10
munmap libc.so.6
PyBuffer_Release python3.10
c10::function_ref<void (char*, long const, long, long)>::callback_fn<at::native::AVX2::VectorizedLoop2d<at::native::AVX2::direct_copy_kernel(at::TensorIteratorBase&)::{lambda()#4}::operator()(void) const::{lambda()#1}::operator()(void) const::{lambda(unsigned char)#1}, at::native::AVX2::direct_copy_kernel(at::TensorIteratorBase&)::{lambda()#4}::operator()(void) const::{lambda()#1}::operator()(void) const::{lambda(at::vec::AVX2::Vectorized)#2}>> libtorch_cpu.so
_Py_INCREF python3.10
ImagingPackRGB _imaging.cpython-310-x86_64-linux-gnu.so
_GI libc.so.6
RandomErasing __tls_get_addr ld-linux-x86-64.so.2
gomp_simple_barrier_wait libgomp.so.1
gomp_team_barrier_wait_end libgomp.so.1
_int_free libc.so.6
c10::function_ref<void (char*, long const, long, long)>::callback_fn<at::native::AVX2::VectorizedLoop2d<at::native::AVX2::direct_copy_kernel(at::TensorIteratorBase&)::{lambda()#4}::operator()(void) const::{lambda()#7}::operator()(void) const::{lambda(float)#1}, at::native::AVX2::direct_copy_kernel(at::TensorIteratorBase&)::{lambda()#4}::operator()(void) const::{lambda()#7}::operator()(void) const::{lambda(at::vec::AVX2::Vectorized)#2}>> libtorch_cpu.so
gomp_team_end libgomp.so.1
torch::autograd::THPVariable_item libtorch_python.so
RandomAutoContrast im_point_3x8_3x8 _imaging.cpython-310-x86_64-linux-gnu.so
ImagingGetHistogram _imaging.cpython-310-x86_64-linux-gnu.so
__libc_calloc libc.so.6
_int_free libc.so.6
PILToTensor PyBuffer_Release python3.10
object_dealloc python3.10
PyType_HasFeature python3.10
__GI___libc_malloc libc.so.6
_PyEval_EvalFrameDefault python3.10
stringlib_bytes_join python3.10
tuple_alloc python3.10
_int_free libc.so.6
_PyObject_GC_TRACK python3.10
_PyObject_GetMethod python3.10
ImagingPackRGB _imaging.cpython-310-x86_64-linux-gnu.so
ImagingRawEncode _imaging.cpython-310-x86_64-linux-gnu.so
_GI libc.so.6
_Py_DECREF python3.10
PyObject_IsTrue python3.10
__memmove_avx_unaligned_erms libc.so.6
do_mkvalue python3.10
munmap libc.so.6
RandomPerspective perspective_transform _imaging.cpython-310-x86_64-linux-gnu.so
bilinear_filter32RGB _imaging.cpython-310-x86_64-linux-gnu.so
_int_free libc.so.6
ImagingFill _imaging.cpython-310-x86_64-linux-gnu.so
ImagingGenericTransform _imaging.cpython-310-x86_64-linux-gnu.so
ToPILImage FLOAT_multiply_FMA3__AVX2 _multiarray_umath.cpython-310-x86_64-linux-gnu.so
PyArray_ToString _multiarray_umath.cpython-310-x86_64-linux-gnu.so
ImagingUnpackRGB _imaging.cpython-310-x86_64-linux-gnu.so
ImagingFill _imaging.cpython-310-x86_64-linux-gnu.so
_aligned_contig_cast_float_to_ubyte _multiarray_umath.cpython-310-x86_64-linux-gnu.so
__memmove_avx_unaligned_erms libc.so.6
__memset_avx2_erms libc.so.6
munmap libc.so.6
ConvertImageDType _PyType_Lookup python3.10
RandomCrop _int_free libc.so.6
Grayscale rgb2l _imaging.cpython-310-x86_64-linux-gnu.so
_int_free libc.so.6
convert _imaging.cpython-310-x86_64-linux-gnu.so
RandomHorizontalFlip _int_free libc.so.6
ImagingFlipLeftRight _imaging.cpython-310-x86_64-linux-gnu.so
ColorJitter __round libm.so.6
hsv2rgb _imaging.cpython-310-x86_64-linux-gnu.so
ImagingMerge _imaging.cpython-310-x86_64-linux-gnu.so
_int_free libc.so.6
ImagingGetHistogram _imaging.cpython-310-x86_64-linux-gnu.so
__libc_calloc libc.so.6
rgb2hsv _imaging.cpython-310-x86_64-linux-gnu.so
__memmove_avx_unaligned_erms libc.so.6
__memset_avx2_erms libc.so.6
ImagingBlend _imaging.cpython-310-x86_64-linux-gnu.so
__GI___libc_malloc libc.so.6
convert _imaging.cpython-310-x86_64-linux-gnu.so
stringlib_bytes_join python3.10
l2rgb _imaging.cpython-310-x86_64-linux-gnu.so
_PyBytes_Resize python3.10
UBYTE_add_AVX2 _multiarray_umath.cpython-310-x86_64-linux-gnu.so
rgb2l _imaging.cpython-310-x86_64-linux-gnu.so
ImagingSplit _imaging.cpython-310-x86_64-linux-gnu.so
object_dealloc python3.10
pymalloc_free python3.10
_PyFunction_Vectorcall python3.10
lookdict_unicode python3.10
_PyDict_LoadGlobal python3.10
__ieee754_fmod libm.so.6
_Py_INCREF python3.10
ImagingFill _imaging.cpython-310-x86_64-linux-gnu.so
rgb2hsv_row _imaging.cpython-310-x86_64-linux-gnu.so
arena_map_is_used python3.10
_Py_SET_REFCNT python3.10
memcpy python3.10
__fmod libm.so.6
TenCrop _PyObject_GC_UNTRACK python3.10
_int_free libc.so.6
_PyEval_EvalFrameDefault python3.10
ImagingFlipLeftRight _imaging.cpython-310-x86_64-linux-gnu.so
RandomEqualize im_point_3x8_3x8 _imaging.cpython-310-x86_64-linux-gnu.so
ImagingGetHistogram _imaging.cpython-310-x86_64-linux-gnu.so
__libc_calloc libc.so.6
_int_free libc.so.6
RandomRotation _PyEval_EvalFrameDefault python3.10
_int_free libc.so.6
ImagingFill _imaging.cpython-310-x86_64-linux-gnu.so
_Py_INCREF python3.10
ImagingTransformAffine _imaging.cpython-310-x86_64-linux-gnu.so
Normalize futex_wake libgomp.so.1
c10::function_ref<void (char*, long const, long, long)>::callback_fn<at::native::AVX2::VectorizedLoop2d<at::native::(anonymous namespace)::div_true_kernel(at::TensorIteratorBase&)::{lambda()#2}::operator()(void) const::{lambda()#2}::operator()(void) const::{lambda(floatfloat)#1}, at::native::(anonymous namespace)::div_true_kernel(at::TensorIteratorBase&)::{lambda()#2}::operator()(void) const::{lambda()#2}::operator()(void) const::{lambda(at::vec::AVX2::Vectorizedat::vec::AVX2::Vectorized)#2}>> libtorch_cpu.so
gomp_simple_barrier_wait libgomp.so.1
gomp_team_barrier_wait_end libgomp.so.1
gomp_team_end libgomp.so.1
c10::function_ref<void (char*, long const, long, long)>::callback_fn<at::native::AVX2::VectorizedLoop2d<at::native::(anonymous namespace)::add_kernel(at::TensorIteratorBase&, c10::Scalar const&)::{lambda()#1}::operator()(void) const::{lambda()#7}::operator()(void) const::{lambda(floatfloat)#1}, at::native::(anonymous namespace)::add_kernel(at::TensorIteratorBase&, c10::Scalar const&)::{lambda()#1}::operator()(void) const::{lambda()#7}::operator()(void) const::{lambda(at::vec::AVX2::Vectorizedat::vec::AVX2::Vectorized)#2}>> libtorch_cpu.so
c10::function_ref<void (char*, long const, long, long)>::callback_fn<at::native::AVX2::VectorizedLoop2d<at::native::AVX2::direct_copy_kernel(at::TensorIteratorBase&)::{lambda()#4}::operator()(void) const::{lambda()#7}::operator()(void) const::{lambda(float)#1}, at::native::AVX2::direct_copy_kernel(at::TensorIteratorBase&)::{lambda()#4}::operator()(void) const::{lambda()#7}::operator()(void) const::{lambda(at::vec::AVX2::Vectorized)#2}>> libtorch_cpu.so
munmap libc.so.6
Pad ImagingFill _imaging.cpython-310-x86_64-linux-gnu.so
__memmove_avx_unaligned_erms libc.so.6
RandomSolarize im_point_3x8_3x8 _imaging.cpython-310-x86_64-linux-gnu.so
__libc_calloc libc.so.6
_int_free libc.so.6
ElasticTransform c10::TensorImpl::requires_grad libc10.so
futex_wake libgomp.so.1
at::TensorIteratorBase::serial_for_each libtorch_cpu.so
gomp_simple_barrier_wait libgomp.so.1
at::TensorIteratorBase::compute_strides libtorch_cpu.so
gomp_team_barrier_wait_end libgomp.so.1
_int_free libc.so.6
std::_Function_handler<void (long, long, long), dnnl::impl::cpu::x64::jit_uni_reorder_t::omp_driver_3d(int, int, int, char const, char, float const, float const, int, int, int*) const::{lambda(longlong, long)#1}>::_M_invoke libtorch_cpu.so
c10::function_ref<void (char*, long const, long, long)>::callback_fn<at::native::AVX2::VectorizedLoop2d<at::native::(anonymous namespace)::mul_kernel(at::TensorIteratorBase&)::{lambda()#4}::operator()(void) const::{lambda()#7}::operator()(void) const::{lambda(floatfloat)#1}, at::native::(anonymous namespace)::mul_kernel(at::TensorIteratorBase&)::{lambda()#4}::operator()(void) const::{lambda()#7}::operator()(void) const::{lambda(at::vec::AVX2::Vectorizedat::vec::AVX2::Vectorized)#2}>> libtorch_cpu.so
at::native::(anonymous namespace)::grid_sample_2d_grid_slice_iterator<float, at::native::(anonymous namespace)::grid_sampler_2d_cpu_kernel_impl(at::TensorBase const&, at::TensorBase const&, at::TensorBase const&, long, long, bool)::{lambda()#1}::operator()(void) const::{lambda()#2}::operator()(void) const::{lambda(longlong)#10}::operator()(long, long) const::{lambda(at::vec::AVX2::Vectorized const&at::vec::AVX2::Vectorized const&, long, long)#1}> libtorch_cpu.so
jit_avx2_conv_fwd_kernel_f32 [Dynamic code]
dnnl::impl::cpu::x64::jit_uni_reorder_t::omp_driver_3d libtorch_cpu.so
dnnl::impl::cpu::x64::jit_uni_reorder_t::fill_curr_data_chunks libtorch_cpu.so
torch::autograd::isFwGradDefined.part.0 libtorch_cpu.so
__GI___libc_malloc libc.so.6
jit_uni_reorder_kernel_f32 [Dynamic code]
gomp_team_end libgomp.so.1
func@0xcf7de0 libtorch_cpu.so
__tls_get_addr ld-linux-x86-64.so.2
at::get_thread_num libtorch_cpu.so
c10::function_ref<void (char*, long const, long, long)>::callback_fn<at::native::AVX2::VectorizedLoop2d<at::native::(anonymous namespace)::fill_kernel(at::TensorIterator&, c10::Scalar const&)::{lambda()#1}::operator()(void) const::{lambda()#7}::operator()(void) const::{lambda()#1}, at::native::(anonymous namespace)::fill_kernel(at::TensorIterator&, c10::Scalar const&)::{lambda()#1}::operator()(void) const::{lambda()#7}::operator()(void) const::{lambda()#2}>> libtorch_cpu.so
c10::function_ref<void (char*, long const, long, long)>::callback_fn<at::native::AVX2::VectorizedLoop2d<at::native::(anonymous namespace)::div_true_kernel(at::TensorIteratorBase&)::{lambda()#2}::operator()(void) const::{lambda()#2}::operator()(void) const::{lambda(floatfloat)#1}, at::native::(anonymous namespace)::div_true_kernel(at::TensorIteratorBase&)::{lambda()#2}::operator()(void) const::{lambda()#2}::operator()(void) const::{lambda(at::vec::AVX2::Vectorizedat::vec::AVX2::Vectorized)#2}>> libtorch_cpu.so
__posix_memalign libc.so.6
c10::function_ref<void (char, long const, long, long)>::callback_fn<at::TensorIteratorBase::loop_2d_from_1d<at::native::AVX2::cpu_serial_kernel<at::native::templates::cpu::(anonymous namespace)::uniform_kernel<at::CPUGeneratorImpl>(void, at::TensorIteratorBase&, double, double, at::CPUGeneratorImpl)::{lambda()#1}::operator()(void) const::{lambda()#2}::operator()(void) const::{lambda()#1}&>(void, at::TensorIteratorBase&, at::CPUGeneratorImpl&&, at::Range const&)::{lambda(charlong const, long)#1}>(, signed char, at::CPUGeneratorImpl const&)::{lambda(char*long const, long, long)#1}> libtorch_cpu.so
torch::PythonArgs::symintlist libtorch_python.so
c10::intrusiveptr<c10::TensorImpl, c10::UndefinedTensorImpl>::reset libtorch_cpu.so
c10::function_ref<void (char*, long const, long, long)>::callback_fn<at::native::AVX2::VectorizedLoop2d<at::native::(anonymous namespace)::add_kernel(at::TensorIteratorBase&, c10::Scalar const&)::{lambda()#1}::operator()(void) const::{lambda()#7}::operator()(void) const::{lambda(floatfloat)#1}, at::native::(anonymous namespace)::add_kernel(at::TensorIteratorBase&, c10::Scalar const&)::{lambda()#1}::operator()(void) const::{lambda()#7}::operator()(void) const::{lambda(at::vec::AVX2::Vectorizedat::vec::AVX2::Vectorized)#2}>> libtorch_cpu.so
[Unknown stack frame(s)] [Unknown]
at::CPUGeneratorImpl::random libtorch_cpu.so
c10::function_ref<void (char*, long const, long, long)>::callback_fn<at::native::AVX2::VectorizedLoop2d<at::native::AVX2::direct_copy_kernel(at::TensorIteratorBase&)::{lambda()#4}::operator()(void) const::{lambda()#7}::operator()(void) const::{lambda(float)#1}, at::native::AVX2::direct_copy_kernel(at::TensorIteratorBase&)::{lambda()#4}::operator()(void) const::{lambda()#7}::operator()(void) const::{lambda(at::vec::AVX2::Vectorized)#2}>> libtorch_cpu.so
munmap libc.so.6
dnnl::impl::convolution_fwd_pd_t::src_md libtorch_cpu.so
unicode_eq python3.10
_ZN2at8internal15invoke_parallelIZNS_6native12_GLOBAL__N_111cpu_paddingIfNS3_13ReflectionPadEEEvRKNS_6TensorES8_RNS3_13PaddingParamsEEUlllE1EEvlllRKT._omp_fn.0 libtorch_cpu.so
at::detail::empty_cpu libtorch_cpu.so
func@0xcd04a0 libtorch_cpu.so
dnnl::impl::cpu::x64::jit_avx2_convolution_fwd_t::execute_forward(dnnl::impl::exec_ctx_t const&) const::{lambda(intint)#1}::operator() libtorch_cpu.so
__libc_open64 libpthread.so.0
RandomInvert im_point_3x8_3x8 _imaging.cpython-310-x86_64-linux-gnu.so
ImagingAllocateArray _imaging.cpython-310-x86_64-linux-gnu.so
__libc_calloc libc.so.6
_int_free libc.so.6
RandomResizedCrop ImagingResampleHorizontal_8bpc _imaging.cpython-310-x86_64-linux-gnu.so
ImagingPaste _imaging.cpython-310-x86_64-linux-gnu.so
ImagingResampleVertical_8bpc _imaging.cpython-310-x86_64-linux-gnu.so
_int_free libc.so.6
precompute_coeffs _imaging.cpython-310-x86_64-linux-gnu.so
__memmove_avx_unaligned_erms libc.so.6
RandomPosterize im_point_3x8_3x8 _imaging.cpython-310-x86_64-linux-gnu.so
__libc_calloc libc.so.6
_int_free libc.so.6
CenterCrop _int_free libc.so.6
_Py_INCREF python3.10
RandomGrayscale _aligned_contig_to_strided_size1 _multiarray_umath.cpython-310-x86_64-linux-gnu.so
lookdict_unicode_nodummy python3.10
__GI___libc_malloc libc.so.6
_PyEval_EvalFrameDefault python3.10
stringlib_bytes_join python3.10
ImagingFill _imaging.cpython-310-x86_64-linux-gnu.so
ImagingUnpackRGB _imaging.cpython-310-x86_64-linux-gnu.so
ImagingRawEncode _imaging.cpython-310-x86_64-linux-gnu.so
arena_map_is_used python3.10
_GI libc.so.6
rgb2l _imaging.cpython-310-x86_64-linux-gnu.so
ImagingRawDecode _imaging.cpython-310-x86_64-linux-gnu.so
__memmove_avx_unaligned_erms libc.so.6
__memset_avx2_erms libc.so.6
munmap libc.so.6
do_mkvalue python3.10
Lambda gomp_simple_barrier_wait libgomp.so.1
gomp_team_barrier_wait_end libgomp.so.1
gomp_team_end libgomp.so.1
c10::function_ref<void (char*, long const, long, long)>::callback_fn<at::native::AVX2::VectorizedLoop2d<at::native::(anonymous namespace)::add_kernel(at::TensorIteratorBase&, c10::Scalar const&)::{lambda()#1}::operator()(void) const::{lambda()#7}::operator()(void) const::{lambda(floatfloat)#1}, at::native::(anonymous namespace)::add_kernel(at::TensorIteratorBase&, c10::Scalar const&)::{lambda()#1}::operator()(void) const::{lambda()#7}::operator()(void) const::{lambda(at::vec::AVX2::Vectorizedat::vec::AVX2::Vectorized)#2}>> libtorch_cpu.so
munmap libc.so.6
Resize ImagingResampleHorizontal_8bpc _imaging.cpython-310-x86_64-linux-gnu.so
_int_free libc.so.6
ImagingResampleVertical_8bpc _imaging.cpython-310-x86_64-linux-gnu.so
normalize_coeffs_8bpc _imaging.cpython-310-x86_64-linux-gnu.so
LinearTransformation gomp_simple_barrier_wait libgomp.so.1
do_spin libgomp.so.1
RandomVerticalFlip _int_free libc.so.6
__memmove_avx_unaligned_erms libc.so.6
ImagingFlipTopBottom _imaging.cpython-310-x86_64-linux-gnu.so
RandomAdjustSharpness __GI___libc_malloc libc.so.6
ImagingBlend _imaging.cpython-310-x86_64-linux-gnu.so
ImagingFilter3x3 _imaging.cpython-310-x86_64-linux-gnu.so
__libc_calloc libc.so.6
RandomAffine _int_free libc.so.6
ImagingFill _imaging.cpython-310-x86_64-linux-gnu.so
ImagingTransformAffine _imaging.cpython-310-x86_64-linux-gnu.so
FiveCrop No Functions Captured
GaussianBlur vgetargs1_impl python3.10
gomp_simple_barrier_wait libgomp.so.1
PyObject_Malloc python3.10
__close libpthread.so.0
at::native::AVX2::round_kernel(at::TensorIteratorBase&)::{lambda()#1}::operator()(void) const::{lambda()#2}::operator()(void) const::{lambda(char*long const, long)#1}::operator().isra.0 libtorch_cpu.so
gomp_team_barrier_wait_end libgomp.so.1
std::_Function_handler<void (long, long, long), dnnl::impl::cpu::x64::jit_uni_reorder_t::omp_driver_3d(int, int, int, char const, char, float const, float const, int, int, int*) const::{lambda(longlong, long)#1}>::_M_invoke libtorch_cpu.so
PyArray_ToString _multiarray_umath.cpython-310-x86_64-linux-gnu.so
_PyObject_GetMethod python3.10
std::_Function_handler<void (int, int), dnnl::impl::parallel_nd(long, long, long, std::function<void (long, long, long)> const&)::{lambda(intint)#1}>::_M_invoke libtorch_cpu.so
__memmove_avx_unaligned_erms libc.so.6
__memset_avx2_erms libc.so.6
std::_Function_handler<void (int, int), dnnl::impl::parallel_nd(long, long, long, long, long, std::function<void (long, long, long, long, long)> const&)::{lambda(intint)#1}>::_M_invoke libtorch_cpu.so
dnnl::impl::cpu::x64::jit_uni_reorder_t::omp_driver_3d libtorch_cpu.so
dnnl::impl::cpu::x64::jit_uni_reorder_t::fill_curr_data_chunks libtorch_cpu.so
c10::function_ref<void (char, long const*, long, long)>::callback_fn<at::TensorIteratorBase::loop_2d_from_1d<at::native::AVX2::copy_kernel(at::TensorIterator&, bool)::{lambda()#1}::operator()(void) const::{lambda()#7}::operator()(void) const::{lambda()#1}::operator()(void) const::{lambda()#1}::operator()(void) const::{lambda(char*long const, long)#1}>(, signed char, at::native::AVX2::copy_kernel(at::TensorIterator&, bool)::{lambda()#1}::operator()(void) const::{lambda()#7}::operator()(void) const::{lambda()#1}::operator()(void) const::{lambda()#1}::operator()(void) const::{lambda(charlong const*, long)#1} const&)::{lambda(char*long const, long, long)#1}> libtorch_cpu.so
__GI___libc_malloc libc.so.6
_PyBytes_Resize python3.10
stringlib_bytes_join python3.10
jit_uni_reorder_kernel_f32 [Dynamic code]
func@0xcc16b0 libtorch_cpu.so
[OpenMP fork] libgomp.so.1
dnnl::impl::cpu::x64::jit_uni_dw_convolution_fwd_t<(dnnl::impl::cpu::x64::cpu_isa_t)7, (dnnl_data_type_t)3, (dnnl_data_type_t)3>::execute_forward(dnnl::impl::exec_ctx_t const&) const::{lambda(intint)#1}::operator() libtorch_cpu.so
gomp_team_end libgomp.so.1
__tls_get_addr ld-linux-x86-64.so.2
syscall libc.so.6
PyBuffer_FillInfo python3.10
object_dealloc python3.10
c10::function_ref<void (char, long const*, long, long)>::callback_fn<at::TensorIteratorBase::loop_2d_from_1d<at::native::AVX2::copy_kernel(at::TensorIterator&, bool)::{lambda()#1}::operator()(void) const::{lambda()#1}::operator()(void) const::{lambda()#1}::operator()(void) const::{lambda()#7}::operator()(void) const::{lambda(char*long const, long)#1}>(, signed char, at::native::AVX2::copy_kernel(at::TensorIterator&, bool)::{lambda()#1}::operator()(void) const::{lambda()#1}::operator()(void) const::{lambda()#1}::operator()(void) const::{lambda()#7}::operator()(void) const::{lambda(charlong const*, long)#1} const&)::{lambda(char*long const, long, long)#1}> libtorch_cpu.so
_PyEval_EvalFrameDefault python3.10
jit_uni_dw_conv_fwd_kernel_f32 [Dynamic code]
dnnl::impl::itt::primitive_task_end libtorch_cpu.so
tuple_alloc python3.10
ImagingUnpackRGB _imaging.cpython-310-x86_64-linux-gnu.so
cpu_relax libgomp.so.1
[Unknown stack frame(s)] [Unknown]
do_mkvalue python3.10
c10::function_ref<void (char*, long const, long, long)>::callback_fn<at::native::AVX2::VectorizedLoop2d<at::native::AVX2::direct_copy_kernel(at::TensorIteratorBase&)::{lambda()#4}::operator()(void) const::{lambda()#7}::operator()(void) const::{lambda(float)#1}, at::native::AVX2::direct_copy_kernel(at::TensorIteratorBase&)::{lambda()#4}::operator()(void) const::{lambda()#7}::operator()(void) const::{lambda(at::vec::AVX2::Vectorized)#2}>> libtorch_cpu.so
munmap libc.so.6
do_spin libgomp.so.1
_ZN2at8internal15invoke_parallelIZNS_6native12_GLOBAL__N_111cpu_paddingIfNS3_13ReflectionPadEEEvRKNS_6TensorES8_RNS3_13PaddingParamsEEUlllE1EEvlllRKT._omp_fn.0 libtorch_cpu.so
_PyDict_LoadGlobal python3.10
OS_GetForksCount libc-dynamic.so
_Py_INCREF python3.10
ImagingFill _imaging.cpython-310-x86_64-linux-gnu.so
ImagingPackRGB _imaging.cpython-310-x86_64-linux-gnu.so
PyObject_IsTrue python3.10
_GI libc.so.6
__libc_open64 libpthread.so.0