source
stringclasses
13 values
gpu
stringclasses
4 values
model
stringclasses
13 values
kernel_family
stringclasses
7 values
kernel_name
stringclasses
328 values
dtype
stringclasses
2 values
held_out
bool
2 classes
M
float64
1
16.4k
N
float64
8
248k
K
float64
2.05k
29.6k
bs
float64
1
1
seq
float64
1
16.4k
n_heads
float64
8
64
head_dim
float64
64
256
kv_heads
float64
1
64
numel
float64
64
531M
op_type
stringclasses
177 values
gpu_time_duration_ms
float64
0
703
launch_block_size
float64
16
512
launch_grid_size
float64
1
1.04M
dram_bytes_sum
float64
1.27
94.3B
launch_registers_per_thread
float64
16
255
gpt-oss-20b_prefill
H100
gpt-oss-20b
copy
void at::native::vectorized_gather_kernel<(int)16, long>(char *, char *, T2 *, int, long, long, long, long, bool)
bf16
false
null
null
null
1
128
null
null
null
737,280
other
0.00419
256
768
259,330
32
gpt-oss-20b_prefill
H100
gpt-oss-20b
elementwise
void at::native::vectorized_elementwise_kernel<(int)8, at::native::CUDAFunctor_add<c10::BFloat16>, std::array<char *, (unsigned long)3>>(int, T2, T3)
bf16
false
null
null
null
1
128
null
null
null
737,280
residual
0.00582
128
1,440
5,900,000
34
gpt-oss-20b_prefill
H100
gpt-oss-20b
elementwise
void at::native::elementwise_kernel<(int)128, (int)4, void at::native::gpu_kernel_impl_nocast<at::native::<unnamed>::launch_clamp_scalar(at::TensorIteratorBase &, c10::Scalar, c10::Scalar, at::native::detail::ClampLimits)::[lambda() (instance 1)]::operator ()() const::[lambda() (instance 9)]::operator ()() const::[lamb...
bf16
false
null
null
null
1
128
null
null
null
737,280
other
0.00678
128
1,440
2,970,000
18
gpt-oss-20b_prefill
H100
gpt-oss-20b
elementwise
void at::native::elementwise_kernel<(int)128, (int)4, void at::native::gpu_kernel_impl_nocast<at::native::<unnamed>::launch_clamp_scalar(at::TensorIteratorBase &, c10::Scalar, c10::Scalar, at::native::detail::ClampLimits)::[lambda() (instance 1)]::operator ()() const::[lambda() (instance 9)]::operator ()() const::[lamb...
bf16
false
null
null
null
1
128
null
null
null
737,280
other
0.00704
128
1,440
2,970,000
18
gpt-oss-20b_prefill
H100
gpt-oss-20b
elementwise
void at::native::vectorized_elementwise_kernel<(int)8, at::native::AUnaryFunctor<c10::BFloat16, c10::BFloat16, c10::BFloat16, at::native::binary_internal::MulFunctor<float>>, std::array<char *, (unsigned long)2>>(int, T2, T3)
bf16
false
null
null
null
1
128
null
null
null
368,640
mul
0.00419
128
720
1,480,000
32
gpt-oss-20b_prefill
H100
gpt-oss-20b
elementwise
void at::native::vectorized_elementwise_kernel<(int)8, at::native::sigmoid_kernel_cuda(at::TensorIteratorBase &)::[lambda() (instance 2)]::operator ()() const::[lambda() (instance 4)]::operator ()() const::[lambda(c10::BFloat16) (instance 1)], std::array<char *, (unsigned long)2>>(int, T2, T3)
bf16
false
null
null
null
1
128
null
null
null
368,640
other
0.00467
128
720
1,490,000
32
gpt-oss-20b_prefill
H100
gpt-oss-20b
elementwise
void at::native::vectorized_elementwise_kernel<(int)8, at::native::BinaryFunctor<c10::BFloat16, c10::BFloat16, c10::BFloat16, at::native::binary_internal::MulFunctor<float>>, std::array<char *, (unsigned long)3>>(int, T2, T3)
bf16
false
null
null
null
1
128
null
null
null
368,640
mul
0.00445
128
720
2,960,000
40
gpt-oss-20b_prefill
H100
gpt-oss-20b
elementwise
void at::native::vectorized_elementwise_kernel<(int)8, at::native::CUDAFunctorOnSelf_add<c10::BFloat16>, std::array<char *, (unsigned long)2>>(int, T2, T3)
bf16
false
null
null
null
1
128
null
null
null
368,640
residual
0.00403
128
720
1,480,000
32
gpt-oss-20b_prefill
H100
gpt-oss-20b
elementwise
void at::native::vectorized_elementwise_kernel<(int)8, at::native::BinaryFunctor<c10::BFloat16, c10::BFloat16, c10::BFloat16, at::native::binary_internal::MulFunctor<float>>, std::array<char *, (unsigned long)3>>(int, T2, T3)
bf16
false
null
null
null
1
128
null
null
null
368,640
mul
0.00451
128
720
2,960,000
40
gpt-oss-20b_prefill
H100
gpt-oss-20b
copy
void at::native::vectorized_gather_kernel<(int)16, long>(char *, char *, T2 *, int, long, long, long, long, bool)
bf16
false
null
null
null
1
128
null
null
null
737,280
other
0.00387
256
512
132,100
32
gpt-oss-20b_prefill
H100
gpt-oss-20b
elementwise
void at::native::vectorized_elementwise_kernel<(int)8, at::native::CUDAFunctor_add<c10::BFloat16>, std::array<char *, (unsigned long)3>>(int, T2, T3)
bf16
false
null
null
null
1
128
null
null
null
368,640
residual
0.00458
128
720
2,960,000
34
gpt-oss-20b_prefill
H100
gpt-oss-20b
elementwise
void at::native::elementwise_kernel<(int)128, (int)4, void at::native::gpu_kernel_impl_nocast<at::native::BinaryFunctor<c10::BFloat16, c10::BFloat16, c10::BFloat16, at::native::binary_internal::MulFunctor<float>>>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>(int, T3)
bf16
false
null
null
null
1
128
null
null
null
737,280
mul
0.00646
128
1,440
1,500,000
18
gpt-oss-20b_prefill
H100
gpt-oss-20b
copy
void at::native::index_elementwise_kernel<(int)128, (int)4, void at::native::gpu_index_kernel<void at::native::index_kernel_impl<at::native::OpaqueType<(int)1>>(at::TensorIteratorBase &, c10::ArrayRef<long>, c10::ArrayRef<long>)::[lambda(char *, const char *, long) (instance 1)]>(at::TensorIteratorBase &, c10::ArrayRef...
bf16
false
null
null
null
1
128
null
null
null
512
other
0.00518
128
1
50,430
36
gpt-oss-20b_prefill
H100
gpt-oss-20b
elementwise
void at::native::elementwise_kernel<(int)128, (int)4, void at::native::gpu_kernel_impl_nocast<at::native::<unnamed>::masked_fill_kernel(at::TensorIterator &, const c10::Scalar &)::[lambda() (instance 1)]::operator ()() const::[lambda() (instance 12)]::operator ()() const::[lambda(c10::BFloat16, bool) (instance 1)]>(at:...
bf16
false
null
null
null
1
128
null
null
null
737,280
other
0.00714
128
1,440
1,500,000
18
gpt-oss-20b_prefill
H100
gpt-oss-20b
copy
void at::native::vectorized_gather_kernel<(int)16, long>(char *, char *, T2 *, int, long, long, long, long, bool)
bf16
false
null
null
null
1
128
null
null
null
737,280
other
0.00467
256
512
1,480,000
32
gpt-oss-20b_prefill
H100
gpt-oss-20b
reduce
void at::native::reduce_kernel<(int)128, (int)4, at::native::ReduceOp<c10::BFloat16, at::native::func_wrapper_t<c10::BFloat16, at::native::sum_functor<c10::BFloat16, float, c10::BFloat16>::operator ()(at::TensorIterator &)::[lambda(float, float) (instance 1)]>, unsigned int, c10::BFloat16, (int)4, (int)8>>(T3)
bf16
false
null
null
null
1
128
null
null
null
184,320
other
0.00867
128
360
1,550,000
54
gpt-oss-20b_prefill
H100
gpt-oss-20b
elementwise
void at::native::vectorized_elementwise_kernel<(int)8, at::native::CUDAFunctor_add<c10::BFloat16>, std::array<char *, (unsigned long)3>>(int, T2, T3)
bf16
false
null
null
null
1
128
null
null
null
92,160
residual
0.00381
128
180
743,940
34
gpt-oss-20b_prefill
H100
gpt-oss-20b
cast
void at::native::unrolled_elementwise_kernel<at::native::direct_copy_kernel_cuda(at::TensorIteratorBase &)::[lambda() (instance 3)]::operator ()() const::[lambda() (instance 7)]::operator ()() const::[lambda(float) (instance 1)], std::array<char *, (unsigned long)2>, (int)4, TrivialOffsetCalculator<(int)1, unsigned int...
bf16
false
null
null
null
1
128
null
null
null
184,320
cast
0.00579
128
360
401,410
32
gpt-oss-20b_prefill
H100
gpt-oss-20b
elementwise
void at::native::vectorized_elementwise_kernel<(int)4, void at::native::<unnamed>::pow_tensor_scalar_kernel_impl<float, float>(at::TensorIteratorBase &, T2)::[lambda(float) (instance 1)], std::array<char *, (unsigned long)2>>(int, T2, T3)
bf16
false
null
null
null
1
128
null
null
null
92,160
rmsnorm
0.00387
128
180
742,140
32
gpt-oss-20b_prefill
H100
gpt-oss-20b
reduce
void at::native::reduce_kernel<(int)512, (int)1, at::native::ReduceOp<float, at::native::MeanOps<float, float, float, float>, unsigned int, float, (int)4, (int)4>>(T3)
bf16
false
null
null
null
1
128
null
null
null
8,192
rmsnorm
0.01536
512
4
801,020
32
gpt-oss-20b_prefill
H100
gpt-oss-20b
elementwise
void at::native::vectorized_elementwise_kernel<(int)4, at::native::CUDAFunctorOnSelf_add<float>, std::array<char *, (unsigned long)2>>(int, T2, T3)
bf16
false
null
null
null
1
128
null
null
null
512
residual
0.0031
128
1
5,120
32
gpt-oss-20b_prefill
H100
gpt-oss-20b
elementwise
void at::native::vectorized_elementwise_kernel<(int)4, at::native::rsqrt_kernel_cuda(at::TensorIteratorBase &)::[lambda() (instance 2)]::operator ()() const::[lambda() (instance 2)]::operator ()() const::[lambda(float) (instance 1)], std::array<char *, (unsigned long)2>>(int, T2, T3)
bf16
false
null
null
null
1
128
null
null
null
512
rmsnorm
0.00339
128
1
6,910
32
gpt-oss-20b_prefill
H100
gpt-oss-20b
elementwise
void at::native::elementwise_kernel<(int)128, (int)2, void at::native::gpu_kernel_impl_nocast<at::native::BinaryFunctor<float, float, float, at::native::binary_internal::MulFunctor<float>>>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>(int, T3)
bf16
false
null
null
null
1
128
null
null
null
368,640
mul
0.00467
128
720
751,870
18
gpt-oss-20b_prefill
H100
gpt-oss-20b
elementwise
void at::native::elementwise_kernel<(int)128, (int)4, void at::native::gpu_kernel_impl<at::native::BinaryFunctor<float, float, float, at::native::binary_internal::MulFunctor<float>>>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>(int, T3)
bf16
false
null
null
null
1
128
null
null
null
184,320
mul
0.00851
128
360
809,730
32
gpt-oss-20b_prefill
H100
gpt-oss-20b
cast
void at::native::vectorized_elementwise_kernel<(int)8, at::native::bfloat16_copy_kernel_cuda(at::TensorIteratorBase &)::[lambda(float) (instance 1)], std::array<char *, (unsigned long)2>>(int, T2, T3)
bf16
false
null
null
null
1
128
null
null
null
92,160
cast
0.00355
128
180
742,660
32
gpt-oss-20b_prefill
H100
gpt-oss-20b
copy
void at::native::vectorized_gather_kernel<(int)16, long>(char *, char *, T2 *, int, long, long, long, long, bool)
bf16
false
null
null
null
1
128
null
null
null
368,640
other
0.00413
256
256
724,480
32
gpt-oss-20b_prefill
H100
gpt-oss-20b
elementwise
void at::native::vectorized_elementwise_kernel<(int)2, at::native::CUDAFunctorOnSelf_add<long>, std::array<char *, (unsigned long)2>>(int, T2, T3)
bf16
false
null
null
null
1
128
null
null
null
512
residual
0.00333
128
1
7,420
38
gpt-oss-20b_prefill
H100
gpt-oss-20b
elementwise
void at::native::vectorized_elementwise_kernel<(int)2, at::native::CUDAFunctorOnSelf_add<long>, std::array<char *, (unsigned long)2>>(int, T2, T3)
bf16
false
null
null
null
1
128
null
null
null
512
residual
0.00336
128
1
6,910
38
gpt-oss-20b_prefill
H100
gpt-oss-20b
elementwise
void at::native::vectorized_elementwise_kernel<(int)2, at::native::CUDAFunctorOnSelf_add<long>, std::array<char *, (unsigned long)2>>(int, T2, T3)
bf16
false
null
null
null
1
128
null
null
null
512
residual
0.00326
128
1
6,910
38
gpt-oss-20b_prefill
H100
gpt-oss-20b
elementwise
void at::native::elementwise_kernel<(int)128, (int)4, void at::native::gpu_kernel_impl_nocast<at::native::<unnamed>::CompareFunctor<long>>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>(int, T3)
bf16
false
null
null
null
1
128
null
null
null
16,384
compare
0.00438
128
32
29,950
18
gpt-oss-20b_prefill
H100
gpt-oss-20b
elementwise
void at::native::vectorized_elementwise_kernel<(int)8, at::native::FillFunctor<c10::BFloat16>, std::array<char *, (unsigned long)1>>(int, T2, T3)
bf16
false
null
null
null
1
128
null
null
null
512
fill
0.00294
128
1
4,350
16
gpt-oss-20b_prefill
H100
gpt-oss-20b
elementwise
void at::native::elementwise_kernel<(int)128, (int)4, void at::native::gpu_kernel_impl_nocast<at::native::<unnamed>::where_kernel_impl(at::TensorIterator &)::[lambda() (instance 1)]::operator ()() const::[lambda() (instance 3)]::operator ()() const::[lambda(bool, c10::BFloat16, c10::BFloat16) (instance 1)]>(at::TensorI...
bf16
false
null
null
null
1
128
null
null
null
16,384
compare
0.00669
128
32
44,540
22
gpt-oss-20b_prefill
H100
gpt-oss-20b
elementwise
void at::native::vectorized_elementwise_kernel<(int)2, at::native::CUDAFunctorOnSelf_add<long>, std::array<char *, (unsigned long)2>>(int, T2, T3)
bf16
false
null
null
null
1
128
null
null
null
512
residual
0.00336
128
1
7,420
38
gpt-oss-20b_prefill
H100
gpt-oss-20b
elementwise
void at::native::vectorized_elementwise_kernel<(int)2, at::native::CUDAFunctorOnSelf_add<long>, std::array<char *, (unsigned long)2>>(int, T2, T3)
bf16
false
null
null
null
1
128
null
null
null
512
residual
0.00323
128
1
6,910
38
gpt-oss-20b_prefill
H100
gpt-oss-20b
elementwise
void at::native::vectorized_elementwise_kernel<(int)4, at::native::FillFunctor<bool>, std::array<char *, (unsigned long)1>>(int, T2, T3)
bf16
false
null
null
null
1
128
null
null
null
512
fill
0.00301
128
1
5,120
16
gpt-oss-20b_prefill
H100
gpt-oss-20b
elementwise
void at::native::vectorized_elementwise_kernel<(int)2, at::native::CUDAFunctorOnSelf_add<long>, std::array<char *, (unsigned long)2>>(int, T2, T3)
bf16
false
null
null
null
1
128
null
null
null
512
residual
0.00336
128
1
6,910
38
gpt-oss-20b_prefill
H100
gpt-oss-20b
elementwise
void at::native::elementwise_kernel<(int)128, (int)4, void at::native::gpu_kernel_impl_nocast<at::native::<unnamed>::CompareFunctor<long>>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>(int, T3)
bf16
false
null
null
null
1
128
null
null
null
16,384
compare
0.00445
128
32
29,950
18
gpt-oss-20b_prefill
H100
gpt-oss-20b
elementwise
void at::native::elementwise_kernel<(int)128, (int)4, void at::native::gpu_kernel_impl_nocast<at::native::BinaryFunctor<bool, bool, bool, at::native::BitwiseAndFunctor<bool>>>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>(int, T3)
bf16
false
null
null
null
1
128
null
null
null
16,384
other
0.0056
128
32
44,030
18
gpt-oss-20b_prefill
H100
gpt-oss-20b
elementwise
void at::native::elementwise_kernel<(int)128, (int)4, void at::native::gpu_kernel_impl_nocast<at::native::<unnamed>::CompareFunctor<long>>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>(int, T3)
bf16
false
null
null
null
1
128
null
null
null
16,384
compare
0.00461
128
32
29,180
18
gpt-oss-20b_prefill
H100
gpt-oss-20b
elementwise
void at::native::vectorized_elementwise_kernel<(int)4, at::native::BinaryFunctor<bool, bool, bool, at::native::BitwiseAndFunctor<bool>>, std::array<char *, (unsigned long)3>>(int, T2, T3)
bf16
false
null
null
null
1
128
null
null
null
8,192
other
0.00362
128
16
40,700
32
gpt-oss-20b_prefill
H100
gpt-oss-20b
elementwise
void at::native::vectorized_elementwise_kernel<(int)8, at::native::FillFunctor<c10::BFloat16>, std::array<char *, (unsigned long)1>>(int, T2, T3)
bf16
false
null
null
null
1
128
null
null
null
512
fill
0.00288
128
1
4,350
16
gpt-oss-20b_prefill
H100
gpt-oss-20b
elementwise
void at::native::elementwise_kernel<(int)128, (int)4, void at::native::gpu_kernel_impl_nocast<at::native::<unnamed>::where_kernel_impl(at::TensorIterator &)::[lambda() (instance 1)]::operator ()() const::[lambda() (instance 3)]::operator ()() const::[lambda(bool, c10::BFloat16, c10::BFloat16) (instance 1)]>(at::TensorI...
bf16
false
null
null
null
1
128
null
null
null
16,384
compare
0.00656
128
32
44,290
22
gpt-oss-20b_prefill
H100
gpt-oss-20b
cast
void at::native::unrolled_elementwise_kernel<at::native::direct_copy_kernel_cuda(at::TensorIteratorBase &)::[lambda() (instance 3)]::operator ()() const::[lambda() (instance 7)]::operator ()() const::[lambda(float) (instance 1)], std::array<char *, (unsigned long)2>, (int)4, TrivialOffsetCalculator<(int)1, unsigned int...
bf16
false
null
null
null
1
128
null
null
null
512
cast
0.00352
128
1
33,540
32
gpt-oss-20b_prefill
H100
gpt-oss-20b
elementwise
void at::native::vectorized_elementwise_kernel<(int)4, at::native::cos_kernel_cuda(at::TensorIteratorBase &)::[lambda() (instance 2)]::operator ()() const::[lambda() (instance 2)]::operator ()() const::[lambda(float) (instance 1)], std::array<char *, (unsigned long)2>>(int, T2, T3)
bf16
false
null
null
null
1
128
null
null
null
2,048
rope
0.00432
128
4
59,900
32
gpt-oss-20b_prefill
H100
gpt-oss-20b
elementwise
void at::native::vectorized_elementwise_kernel<(int)4, at::native::AUnaryFunctor<float, float, float, at::native::binary_internal::MulFunctor<float>>, std::array<char *, (unsigned long)2>>(int, T2, T3)
bf16
false
null
null
null
1
128
null
null
null
2,048
mul
0.00346
128
4
21,760
32
gpt-oss-20b_prefill
H100
gpt-oss-20b
elementwise
void at::native::vectorized_elementwise_kernel<(int)4, at::native::sin_kernel_cuda(at::TensorIteratorBase &)::[lambda() (instance 2)]::operator ()() const::[lambda() (instance 2)]::operator ()() const::[lambda(float) (instance 1)], std::array<char *, (unsigned long)2>>(int, T2, T3)
bf16
false
null
null
null
1
128
null
null
null
2,048
rope
0.00403
128
4
59,390
32
gpt-oss-20b_prefill
H100
gpt-oss-20b
elementwise
void at::native::vectorized_elementwise_kernel<(int)4, at::native::AUnaryFunctor<float, float, float, at::native::binary_internal::MulFunctor<float>>, std::array<char *, (unsigned long)2>>(int, T2, T3)
bf16
false
null
null
null
1
128
null
null
null
2,048
mul
0.00352
128
4
22,020
32
gpt-oss-20b_prefill
H100
gpt-oss-20b
cast
void at::native::vectorized_elementwise_kernel<(int)8, at::native::bfloat16_copy_kernel_cuda(at::TensorIteratorBase &)::[lambda(float) (instance 1)], std::array<char *, (unsigned long)2>>(int, T2, T3)
bf16
false
null
null
null
1
128
null
null
null
2,048
cast
0.00342
128
4
21,760
32
gpt-oss-20b_prefill
H100
gpt-oss-20b
cast
void at::native::vectorized_elementwise_kernel<(int)8, at::native::bfloat16_copy_kernel_cuda(at::TensorIteratorBase &)::[lambda(float) (instance 1)], std::array<char *, (unsigned long)2>>(int, T2, T3)
bf16
false
null
null
null
1
128
null
null
null
2,048
cast
0.00333
128
4
21,500
32
gpt-oss-20b_prefill
H100
gpt-oss-20b
cast
void at::native::unrolled_elementwise_kernel<at::native::direct_copy_kernel_cuda(at::TensorIteratorBase &)::[lambda() (instance 3)]::operator ()() const::[lambda() (instance 7)]::operator ()() const::[lambda(float) (instance 1)], std::array<char *, (unsigned long)2>, (int)4, TrivialOffsetCalculator<(int)1, unsigned int...
bf16
false
null
null
null
1
128
null
null
null
368,640
cast
0.00582
128
720
769,790
32
gpt-oss-20b_prefill
H100
gpt-oss-20b
elementwise
void at::native::vectorized_elementwise_kernel<(int)4, void at::native::<unnamed>::pow_tensor_scalar_kernel_impl<float, float>(at::TensorIteratorBase &, T2)::[lambda(float) (instance 1)], std::array<char *, (unsigned long)2>>(int, T2, T3)
bf16
false
null
null
null
1
128
null
null
null
184,320
rmsnorm
0.00397
128
360
1,480,000
32
gpt-oss-20b_prefill
H100
gpt-oss-20b
reduce
void at::native::reduce_kernel<(int)512, (int)1, at::native::ReduceOp<float, at::native::MeanOps<float, float, float, float>, unsigned int, float, (int)4, (int)4>>(T3)
bf16
false
null
null
null
1
128
null
null
null
16,384
rmsnorm
0.01491
512
8
1,540,000
32
gpt-oss-20b_prefill
H100
gpt-oss-20b
elementwise
void at::native::vectorized_elementwise_kernel<(int)4, at::native::CUDAFunctorOnSelf_add<float>, std::array<char *, (unsigned long)2>>(int, T2, T3)
bf16
false
null
null
null
1
128
null
null
null
512
residual
0.00317
128
1
5,630
32
gpt-oss-20b_prefill
H100
gpt-oss-20b
elementwise
void at::native::vectorized_elementwise_kernel<(int)4, at::native::rsqrt_kernel_cuda(at::TensorIteratorBase &)::[lambda() (instance 2)]::operator ()() const::[lambda() (instance 2)]::operator ()() const::[lambda(float) (instance 1)], std::array<char *, (unsigned long)2>>(int, T2, T3)
bf16
false
null
null
null
1
128
null
null
null
512
rmsnorm
0.00336
128
1
7,420
32
gpt-oss-20b_prefill
H100
gpt-oss-20b
elementwise
void at::native::elementwise_kernel<(int)128, (int)2, void at::native::gpu_kernel_impl_nocast<at::native::BinaryFunctor<float, float, float, at::native::binary_internal::MulFunctor<float>>>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>(int, T3)
bf16
false
null
null
null
1
128
null
null
null
737,280
mul
0.00525
128
1,440
1,490,000
18
gpt-oss-20b_prefill
H100
gpt-oss-20b
elementwise
void at::native::elementwise_kernel<(int)128, (int)4, void at::native::gpu_kernel_impl<at::native::BinaryFunctor<float, float, float, at::native::binary_internal::MulFunctor<float>>>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>(int, T3)
bf16
false
null
null
null
1
128
null
null
null
368,640
mul
0.00829
128
720
1,550,000
32
gpt-oss-20b_prefill
H100
gpt-oss-20b
cast
void at::native::vectorized_elementwise_kernel<(int)8, at::native::bfloat16_copy_kernel_cuda(at::TensorIteratorBase &)::[lambda(float) (instance 1)], std::array<char *, (unsigned long)2>>(int, T2, T3)
bf16
false
null
null
null
1
128
null
null
null
184,320
cast
0.00397
128
360
1,480,000
32
gpt-oss-20b_prefill
H100
gpt-oss-20b
elementwise
void at::native::elementwise_kernel<(int)128, (int)4, void at::native::gpu_kernel_impl_nocast<at::native::BinaryFunctor<c10::BFloat16, c10::BFloat16, c10::BFloat16, at::native::binary_internal::MulFunctor<float>>>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>(int, T3)
bf16
false
null
null
null
1
128
null
null
null
368,640
mul
0.00698
128
512
559,620
18
gpt-oss-20b_prefill
H100
gpt-oss-20b
elementwise
void at::native::elementwise_kernel<(int)128, (int)4, void at::native::gpu_kernel_impl_nocast<at::native::BinaryFunctor<c10::BFloat16, c10::BFloat16, c10::BFloat16, at::native::binary_internal::MulFunctor<float>>>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>(int, T3)
bf16
false
null
null
null
1
128
null
null
null
368,640
mul
0.00688
128
512
559,360
18
gpt-oss-20b_prefill
H100
gpt-oss-20b
elementwise
void at::native::vectorized_elementwise_kernel<(int)8, at::native::CUDAFunctor_add<c10::BFloat16>, std::array<char *, (unsigned long)3>>(int, T2, T3)
bf16
false
null
null
null
1
128
null
null
null
92,160
residual
0.00371
128
256
1,060,000
34
gpt-oss-20b_prefill
H100
gpt-oss-20b
elementwise
void at::native::elementwise_kernel<(int)128, (int)4, void at::native::gpu_kernel_impl_nocast<at::native::BinaryFunctor<c10::BFloat16, c10::BFloat16, c10::BFloat16, at::native::binary_internal::MulFunctor<float>>>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>(int, T3)
bf16
false
null
null
null
1
128
null
null
null
368,640
mul
0.00691
128
512
559,100
18
gpt-oss-20b_prefill
H100
gpt-oss-20b
elementwise
void at::native::elementwise_kernel<(int)128, (int)4, void at::native::gpu_kernel_impl_nocast<at::native::BinaryFunctor<c10::BFloat16, c10::BFloat16, c10::BFloat16, at::native::binary_internal::MulFunctor<float>>>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>(int, T3)
bf16
false
null
null
null
1
128
null
null
null
368,640
mul
0.00672
128
512
558,850
18
gpt-oss-20b_prefill
H100
gpt-oss-20b
elementwise
void at::native::vectorized_elementwise_kernel<(int)8, at::native::CUDAFunctor_add<c10::BFloat16>, std::array<char *, (unsigned long)3>>(int, T2, T3)
bf16
false
null
null
null
1
128
null
null
null
92,160
residual
0.00371
128
256
1,050,000
34
gpt-oss-20b_prefill
H100
gpt-oss-20b
copy
void at::native::<unnamed>::CatArrayBatchedCopy<at::native::<unnamed>::OpaqueType<(unsigned int)2>, unsigned int, (int)4, (int)64, (int)64>(T1 *, at::native::<unnamed>::CatArrInputTensorMetadata<T1, T2, T4, T5>, at::native::<unnamed>::TensorSizeStride<T2, (unsigned int)4>, int, T2)
bf16
false
null
null
null
1
128
null
null
null
737,280
other
0.00899
512
528
1,060,000
25
gpt-oss-20b_prefill
H100
gpt-oss-20b
elementwise
void at::native::elementwise_kernel<(int)128, (int)4, void at::native::gpu_kernel_impl_nocast<at::native::BinaryFunctor<c10::BFloat16, c10::BFloat16, c10::BFloat16, at::native::binary_internal::MulFunctor<float>>>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>(int, T3)
bf16
false
null
null
null
1
128
null
null
null
32,768
mul
0.00621
128
64
100,610
18
gpt-oss-20b_prefill
H100
gpt-oss-20b
elementwise
void at::native::elementwise_kernel<(int)128, (int)4, void at::native::gpu_kernel_impl_nocast<at::native::BinaryFunctor<c10::BFloat16, c10::BFloat16, c10::BFloat16, at::native::binary_internal::MulFunctor<float>>>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>(int, T3)
bf16
false
null
null
null
1
128
null
null
null
32,768
mul
0.00675
128
64
100,860
18
gpt-oss-20b_prefill
H100
gpt-oss-20b
elementwise
void at::native::vectorized_elementwise_kernel<(int)8, at::native::CUDAFunctor_add<c10::BFloat16>, std::array<char *, (unsigned long)3>>(int, T2, T3)
bf16
false
null
null
null
1
128
null
null
null
16,384
residual
0.00346
128
32
137,730
34
gpt-oss-20b_prefill
H100
gpt-oss-20b
elementwise
void at::native::elementwise_kernel<(int)128, (int)4, void at::native::gpu_kernel_impl_nocast<at::native::BinaryFunctor<c10::BFloat16, c10::BFloat16, c10::BFloat16, at::native::binary_internal::MulFunctor<float>>>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>(int, T3)
bf16
false
null
null
null
1
128
null
null
null
32,768
mul
0.00653
128
64
100,860
18
gpt-oss-20b_prefill
H100
gpt-oss-20b
elementwise
void at::native::elementwise_kernel<(int)128, (int)4, void at::native::gpu_kernel_impl_nocast<at::native::BinaryFunctor<c10::BFloat16, c10::BFloat16, c10::BFloat16, at::native::binary_internal::MulFunctor<float>>>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>(int, T3)
bf16
false
null
null
null
1
128
null
null
null
32,768
mul
0.00653
128
64
101,120
18
gpt-oss-20b_prefill
H100
gpt-oss-20b
elementwise
void at::native::vectorized_elementwise_kernel<(int)8, at::native::CUDAFunctor_add<c10::BFloat16>, std::array<char *, (unsigned long)3>>(int, T2, T3)
bf16
false
null
null
null
1
128
null
null
null
16,384
residual
0.00349
128
32
137,730
34
gpt-oss-20b_prefill
H100
gpt-oss-20b
copy
void at::native::<unnamed>::CatArrayBatchedCopy<at::native::<unnamed>::OpaqueType<(unsigned int)2>, unsigned int, (int)4, (int)64, (int)64>(T1 *, at::native::<unnamed>::CatArrInputTensorMetadata<T1, T2, T4, T5>, at::native::<unnamed>::TensorSizeStride<T2, (unsigned int)4>, int, T2)
bf16
false
null
null
null
1
128
null
null
null
737,280
other
0.00685
512
528
138,750
25
gpt-oss-20b_prefill
H100
gpt-oss-20b
copy
void at::native::<unnamed>::CatArrayBatchedCopy<at::native::<unnamed>::OpaqueType<(unsigned int)2>, unsigned int, (int)4, (int)64, (int)64>(T1 *, at::native::<unnamed>::CatArrInputTensorMetadata<T1, T2, T4, T5>, at::native::<unnamed>::TensorSizeStride<T2, (unsigned int)4>, int, T2)
bf16
false
null
null
null
1
128
null
null
null
737,280
other
0.00576
512
528
138,500
25
gpt-oss-20b_prefill
H100
gpt-oss-20b
copy
void at::native::<unnamed>::CatArrayBatchedCopy<at::native::<unnamed>::OpaqueType<(unsigned int)2>, unsigned int, (int)4, (int)64, (int)64>(T1 *, at::native::<unnamed>::CatArrInputTensorMetadata<T1, T2, T4, T5>, at::native::<unnamed>::TensorSizeStride<T2, (unsigned int)4>, int, T2)
bf16
false
null
null
null
1
128
null
null
null
737,280
other
0.00589
512
528
138,500
25
gpt-oss-20b_prefill
H100
gpt-oss-20b
cast
void at::native::elementwise_kernel<(int)128, (int)4, void at::native::gpu_kernel_impl_nocast<at::native::direct_copy_kernel_cuda(at::TensorIteratorBase &)::[lambda() (instance 3)]::operator ()() const::[lambda() (instance 12)]::operator ()() const::[lambda(c10::BFloat16) (instance 1)]>(at::TensorIteratorBase &, const ...
bf16
false
null
null
null
1
128
null
null
null
737,280
cast
0.00573
128
1,024
153,860
18
gpt-oss-20b_prefill
H100
gpt-oss-20b
cast
void at::native::elementwise_kernel<(int)128, (int)4, void at::native::gpu_kernel_impl_nocast<at::native::direct_copy_kernel_cuda(at::TensorIteratorBase &)::[lambda() (instance 3)]::operator ()() const::[lambda() (instance 12)]::operator ()() const::[lambda(c10::BFloat16) (instance 1)]>(at::TensorIteratorBase &, const ...
bf16
false
null
null
null
1
128
null
null
null
737,280
cast
0.0065
128
1,024
154,370
18
gpt-oss-20b_prefill
H100
gpt-oss-20b
elementwise
void at::native::vectorized_elementwise_kernel<(int)8, at::native::AUnaryFunctor<c10::BFloat16, c10::BFloat16, c10::BFloat16, at::native::binary_internal::MulFunctor<float>>, std::array<char *, (unsigned long)2>>(int, T2, T3)
bf16
false
null
null
null
1
128
null
null
null
737,280
mul
0.00438
128
1,024
2,100,000
32
gpt-oss-20b_prefill
H100
gpt-oss-20b
elementwise
void at::native::elementwise_kernel<(int)128, (int)4, void at::native::gpu_kernel_impl_nocast<at::native::CUDAFunctor_add<c10::BFloat16>>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>(int, T3)
bf16
false
null
null
null
1
128
null
null
null
737,280
residual
0.0072
128
2,048
2,160,000
18
gpt-oss-20b_prefill
H100
gpt-oss-20b
copy
void at::native::<unnamed>::CatArrayBatchedCopy<at::native::<unnamed>::OpaqueType<(unsigned int)2>, unsigned int, (int)4, (int)64, (int)64>(T1 *, at::native::<unnamed>::CatArrInputTensorMetadata<T1, T2, T4, T5>, at::native::<unnamed>::TensorSizeStride<T2, (unsigned int)4>, int, T2)
bf16
false
null
null
null
1
128
null
null
null
737,280
other
0.01341
512
528
2,100,000
25
gpt-oss-20b_prefill
H100
gpt-oss-20b
reduce
void at::native::reduce_kernel<(int)512, (int)1, at::native::ReduceOp<c10::BFloat16, at::native::MaxOps<c10::BFloat16>, unsigned int, c10::BFloat16, (int)4, (int)4>>(T3)
bf16
false
null
null
null
1
128
null
null
null
737,280
other
0.0104
512
512
3,230,000
32
gpt-oss-20b_prefill
H100
gpt-oss-20b
elementwise
void at::native::elementwise_kernel<(int)128, (int)4, void at::native::gpu_kernel_impl_nocast<at::native::CUDAFunctor_add<c10::BFloat16>>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>(int, T3)
bf16
false
null
null
null
1
128
null
null
null
737,280
residual
0.00742
128
2,064
2,160,000
18
gpt-oss-20b_prefill
H100
gpt-oss-20b
reduce
void <unnamed>::softmax_warp_forward<c10::BFloat16, c10::BFloat16, float, (int)8, (bool)0, (bool)0>(T2 *, const T1 *, int, int, int, const bool *, int, bool)
bf16
false
null
null
null
1
128
null
null
null
737,280
other
0.00861
128
2,048
2,120,000
29
gpt-oss-20b_prefill
H100
gpt-oss-20b
cast
void at::native::elementwise_kernel<(int)128, (int)4, void at::native::gpu_kernel_impl_nocast<at::native::direct_copy_kernel_cuda(at::TensorIteratorBase &)::[lambda() (instance 3)]::operator ()() const::[lambda() (instance 12)]::operator ()() const::[lambda(c10::BFloat16) (instance 1)]>(at::TensorIteratorBase &, const ...
bf16
false
null
null
null
1
128
null
null
null
737,280
cast
0.00678
128
1,024
1,070,000
18
gpt-oss-20b_prefill
H100
gpt-oss-20b
elementwise
void at::native::vectorized_elementwise_kernel<(int)8, at::native::CUDAFunctor_add<c10::BFloat16>, std::array<char *, (unsigned long)3>>(int, T2, T3)
bf16
false
null
null
null
1
128
null
null
null
184,320
residual
0.00384
128
360
1,480,000
34
gpt-oss-20b_prefill
H100
gpt-oss-20b
cast
void at::native::unrolled_elementwise_kernel<at::native::direct_copy_kernel_cuda(at::TensorIteratorBase &)::[lambda() (instance 3)]::operator ()() const::[lambda() (instance 7)]::operator ()() const::[lambda(float) (instance 1)], std::array<char *, (unsigned long)2>, (int)4, TrivialOffsetCalculator<(int)1, unsigned int...
bf16
false
null
null
null
1
128
null
null
null
368,640
cast
0.00592
128
720
770,050
32
gpt-oss-20b_prefill
H100
gpt-oss-20b
elementwise
void at::native::vectorized_elementwise_kernel<(int)4, void at::native::<unnamed>::pow_tensor_scalar_kernel_impl<float, float>(at::TensorIteratorBase &, T2)::[lambda(float) (instance 1)], std::array<char *, (unsigned long)2>>(int, T2, T3)
bf16
false
null
null
null
1
128
null
null
null
184,320
rmsnorm
0.00403
128
360
1,480,000
32
gpt-oss-20b_prefill
H100
gpt-oss-20b
reduce
void at::native::reduce_kernel<(int)512, (int)1, at::native::ReduceOp<float, at::native::MeanOps<float, float, float, float>, unsigned int, float, (int)4, (int)4>>(T3)
bf16
false
null
null
null
1
128
null
null
null
16,384
rmsnorm
0.01517
512
8
1,540,000
32
gpt-oss-20b_prefill
H100
gpt-oss-20b
elementwise
void at::native::vectorized_elementwise_kernel<(int)4, at::native::CUDAFunctorOnSelf_add<float>, std::array<char *, (unsigned long)2>>(int, T2, T3)
bf16
false
null
null
null
1
128
null
null
null
512
residual
0.00326
128
1
5,630
32
gpt-oss-20b_prefill
H100
gpt-oss-20b
elementwise
void at::native::vectorized_elementwise_kernel<(int)4, at::native::rsqrt_kernel_cuda(at::TensorIteratorBase &)::[lambda() (instance 2)]::operator ()() const::[lambda() (instance 2)]::operator ()() const::[lambda(float) (instance 1)], std::array<char *, (unsigned long)2>>(int, T2, T3)
bf16
false
null
null
null
1
128
null
null
null
512
rmsnorm
0.00333
128
1
7,420
32
gpt-oss-20b_prefill
H100
gpt-oss-20b
elementwise
void at::native::elementwise_kernel<(int)128, (int)2, void at::native::gpu_kernel_impl_nocast<at::native::BinaryFunctor<float, float, float, at::native::binary_internal::MulFunctor<float>>>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>(int, T3)
bf16
false
null
null
null
1
128
null
null
null
737,280
mul
0.00643
128
1,440
1,490,000
18
gpt-oss-20b_prefill
H100
gpt-oss-20b
elementwise
void at::native::elementwise_kernel<(int)128, (int)4, void at::native::gpu_kernel_impl<at::native::BinaryFunctor<float, float, float, at::native::binary_internal::MulFunctor<float>>>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>(int, T3)
bf16
false
null
null
null
1
128
null
null
null
368,640
mul
0.00832
128
720
1,550,000
32
gpt-oss-20b_prefill
H100
gpt-oss-20b
cast
void at::native::vectorized_elementwise_kernel<(int)8, at::native::bfloat16_copy_kernel_cuda(at::TensorIteratorBase &)::[lambda(float) (instance 1)], std::array<char *, (unsigned long)2>>(int, T2, T3)
bf16
false
null
null
null
1
128
null
null
null
184,320
cast
0.00381
128
360
1,480,000
32
gpt-oss-20b_prefill
H100
gpt-oss-20b
reduce
void <unnamed>::softmax_warp_forward<c10::BFloat16, c10::BFloat16, float, (int)2, (bool)0, (bool)0>(T2 *, const T1 *, int, int, int, const bool *, int, bool)
bf16
false
null
null
null
1
128
null
null
null
1,024
other
0.00339
128
2
7,680
21
gpt-oss-20b_prefill
H100
gpt-oss-20b
cast
void at::native::elementwise_kernel<(int)128, (int)2, void at::native::gpu_kernel_impl_nocast<at::native::direct_copy_kernel_cuda(at::TensorIteratorBase &)::[lambda() (instance 3)]::operator ()() const::[lambda() (instance 4)]::operator ()() const::[lambda(long) (instance 1)]>(at::TensorIteratorBase &, const T1 &)::[la...
bf16
false
null
null
null
1
128
null
null
null
1,024
cast
0.00429
128
2
14,080
18
gpt-oss-20b_prefill
H100
gpt-oss-20b
elementwise
void at::native::vectorized_elementwise_kernel<(int)4, void at::native::compare_scalar_kernel<long>(at::TensorIteratorBase &, at::native::<unnamed>::OpType, T1)::[lambda(long) (instance 1)], std::array<char *, (unsigned long)2>>(int, T2, T3)
bf16
false
null
null
null
1
128
null
null
null
512
other
0.00349
128
1
13,310
32
gpt-oss-20b_prefill
H100
gpt-oss-20b
elementwise
void at::native::vectorized_elementwise_kernel<(int)2, at::native::<unnamed>::launch_clamp_scalar(at::TensorIteratorBase &, c10::Scalar, c10::Scalar, at::native::detail::ClampLimits)::[lambda() (instance 1)]::operator ()() const::[lambda() (instance 4)]::operator ()() const::[lambda(long) (instance 1)], std::array<char...
bf16
false
null
null
null
1
128
null
null
null
512
other
0.00387
128
1
14,080
32
gpt-oss-20b_prefill
H100
gpt-oss-20b
copy
void at::native::index_elementwise_kernel<(int)128, (int)4, void at::native::gpu_index_kernel<void at::native::index_put_kernel_impl<at::native::OpaqueType<(int)8>>(at::TensorIterator &, c10::ArrayRef<long>, c10::ArrayRef<long>)::[lambda(char *, const char *, long) (instance 1)]>(at::TensorIteratorBase &, c10::ArrayRef...
bf16
false
null
null
null
1
128
null
null
null
512
other
0.00858
128
1
56,830
36
gpt-oss-20b_prefill
H100
gpt-oss-20b
copy
void at::native::index_elementwise_kernel<(int)128, (int)4, void at::native::gpu_index_kernel<void at::native::index_kernel_impl<at::native::OpaqueType<(int)8>>(at::TensorIteratorBase &, c10::ArrayRef<long>, c10::ArrayRef<long>)::[lambda(char *, const char *, long) (instance 1)]>(at::TensorIteratorBase &, c10::ArrayRef...
bf16
false
null
null
null
1
128
null
null
null
512
other
0.00726
128
1
57,600
36
gpt-oss-20b_prefill
H100
gpt-oss-20b
copy
void at::native::index_elementwise_kernel<(int)128, (int)4, void at::native::gpu_index_kernel<void at::native::index_kernel_impl<at::native::OpaqueType<(int)2>>(at::TensorIteratorBase &, c10::ArrayRef<long>, c10::ArrayRef<long>)::[lambda(char *, const char *, long) (instance 1)]>(at::TensorIteratorBase &, c10::ArrayRef...
bf16
false
null
null
null
1
128
null
null
null
512
other
0.00675
128
1
52,990
36
gpt-oss-20b_prefill
H100
gpt-oss-20b
copy
void at::native::index_elementwise_kernel<(int)128, (int)4, void at::native::gpu_index_kernel<void at::native::index_kernel_impl<at::native::OpaqueType<(int)8>>(at::TensorIteratorBase &, c10::ArrayRef<long>, c10::ArrayRef<long>)::[lambda(char *, const char *, long) (instance 1)]>(at::TensorIteratorBase &, c10::ArrayRef...
bf16
false
null
null
null
1
128
null
null
null
512
other
0.00768
128
1
56,060
36
gpt-oss-20b_prefill
H100
gpt-oss-20b
copy
void at::native::vectorized_gather_kernel<(int)16, long>(char *, char *, T2 *, int, long, long, long, long, bool)
bf16
false
null
null
null
1
128
null
null
null
737,280
other
0.00464
256
1,024
745,470
32