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
Qwen3.5-27B_prefill
A100
Qwen3.5-27B
elementwise
void at::vectorized_elementwise_kernel<4, at::CUDAFunctor_add<float>, std::array<char *, 3>>(int, T2, T3)
bf16
false
null
null
null
1
128
null
null
null
654,336
residual
0.00842
128
768
6,300,000
32
Qwen3.5-27B_prefill
A100
Qwen3.5-27B
elementwise
void at::elementwise_kernel<128, 2, void at::gpu_kernel_impl_nocast<at::BinaryFunctor<float, float, float, binary_internal::MulFunctor<float>>>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>(int, T3)
bf16
false
null
null
null
1
128
null
null
null
654,336
mul
0.00627
128
768
1,580,000
16
Qwen3.5-27B_prefill
A100
Qwen3.5-27B
elementwise
void at::elementwise_kernel<128, 2, void at::gpu_kernel_impl_nocast<at::<unnamed>::masked_fill_kernel(at::TensorIterator &, const c10::Scalar &)::[lambda() (instance 1)]::operator ()() const::[lambda() (instance 7)]::operator ()() const::[lambda(float, bool) (instance 1)]>(at::TensorIteratorBase &, const T1 &)::[lambda...
bf16
false
null
null
null
1
128
null
null
null
654,336
other
0.00598
128
768
801,540
16
Qwen3.5-27B_prefill
A100
Qwen3.5-27B
elementwise
void at::elementwise_kernel<128, 2, void at::gpu_kernel_impl_nocast<at::CUDAFunctor_add<float>>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>(int, T3)
bf16
false
null
null
null
1
128
null
null
null
655,360
residual
0.00752
128
1,536
3,160,000
16
Qwen3.5-27B_prefill
A100
Qwen3.5-27B
elementwise
void at::elementwise_kernel<128, 2, void at::gpu_kernel_impl_nocast<at::exp_kernel_cuda(at::TensorIteratorBase &)::[lambda() (instance 2)]::operator ()() const::[lambda() (instance 2)]::operator ()() const::[lambda(float) (instance 1)]>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>(int, T3)
bf16
false
null
null
null
1
128
null
null
null
6,144
other
0.00512
128
12
22,660
16
Qwen3.5-27B_prefill
A100
Qwen3.5-27B
elementwise
void at::elementwise_kernel<128, 2, void at::gpu_kernel_impl_nocast<at::BinaryFunctor<float, float, float, binary_internal::MulFunctor<float>>>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>(int, T3)
bf16
false
null
null
null
1
128
null
null
null
655,360
mul
0.00707
128
1,536
1,600,000
16
Qwen3.5-27B_prefill
A100
Qwen3.5-27B
elementwise
void at::vectorized_elementwise_kernel<4, at::CUDAFunctor_add<float>, std::array<char *, 3>>(int, T2, T3)
bf16
false
null
null
null
1
128
null
null
null
218,112
residual
0.00643
128
384
3,150,000
32
Qwen3.5-27B_prefill
A100
Qwen3.5-27B
cast
void at::elementwise_kernel<128, 2, void at::gpu_kernel_impl_nocast<at::direct_copy_kernel_cuda(at::TensorIteratorBase &)::[lambda() (instance 3)]::operator ()() const::[lambda() (instance 7)]::operator ()() const::[lambda(float) (instance 1)]>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>(int, T3)
bf16
false
null
null
null
1
128
null
null
null
655,360
cast
0.00685
128
1,536
1,580,000
16
Qwen3.5-27B_prefill
A100
Qwen3.5-27B
elementwise
void at::elementwise_kernel<128, 2, void at::gpu_kernel_impl_nocast<at::exp_kernel_cuda(at::TensorIteratorBase &)::[lambda() (instance 2)]::operator ()() const::[lambda() (instance 2)]::operator ()() const::[lambda(float) (instance 1)]>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>(int, T3)
bf16
false
null
null
null
1
128
null
null
null
512
other
0.00403
128
1
13,440
16
Qwen3.5-27B_prefill
A100
Qwen3.5-27B
elementwise
void at::elementwise_kernel<128, 2, void at::gpu_kernel_impl_nocast<at::BinaryFunctor<float, float, float, binary_internal::MulFunctor<float>>>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>(int, T3)
bf16
false
null
null
null
1
128
null
null
null
1,310,720
mul
0.00915
128
3,072
3,160,000
16
Qwen3.5-27B_prefill
A100
Qwen3.5-27B
elementwise
void at::elementwise_kernel<128, 2, void at::gpu_kernel_impl_nocast<at::CUDAFunctor_add<float>>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>(int, T3)
bf16
false
null
null
null
1
128
null
null
null
6,144
residual
0.00506
128
12
23,420
16
Qwen3.5-27B_prefill
A100
Qwen3.5-27B
elementwise
void at::vectorized_elementwise_kernel<4, at::exp_kernel_cuda(at::TensorIteratorBase &)::[lambda() (instance 2)]::operator ()() const::[lambda() (instance 2)]::operator ()() const::[lambda(float) (instance 1)], std::array<char *, 2>>(int, T2, T3)
bf16
false
null
null
null
1
128
null
null
null
1,536
other
0.00352
128
3
19,840
28
Qwen3.5-27B_prefill
A100
Qwen3.5-27B
elementwise
void at::elementwise_kernel<128, 2, void at::gpu_kernel_impl_nocast<at::BinaryFunctor<float, float, float, binary_internal::MulFunctor<float>>>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>(int, T3)
bf16
false
null
null
null
1
128
null
null
null
655,360
mul
0.00694
128
1,536
1,600,000
16
Qwen3.5-27B_prefill
A100
Qwen3.5-27B
elementwise
void at::vectorized_elementwise_kernel<4, at::CUDAFunctor_add<float>, std::array<char *, 3>>(int, T2, T3)
bf16
false
null
null
null
1
128
null
null
null
654,336
residual
0.0087
128
768
6,300,000
32
Qwen3.5-27B_prefill
A100
Qwen3.5-27B
cast
void at::elementwise_kernel<128, 2, void at::gpu_kernel_impl_nocast<at::direct_copy_kernel_cuda(at::TensorIteratorBase &)::[lambda() (instance 3)]::operator ()() const::[lambda() (instance 7)]::operator ()() const::[lambda(float) (instance 1)]>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>(int, T3)
bf16
false
null
null
null
1
128
null
null
null
1,310,720
cast
0.00941
128
3,072
3,160,000
16
Qwen3.5-27B_prefill
A100
Qwen3.5-27B
cast
void at::vectorized_elementwise_kernel<4, at::bfloat16_copy_kernel_cuda(at::TensorIteratorBase &)::[lambda(float) (instance 1)], std::array<char *, 2>>(int, T2, T3)
bf16
false
null
null
null
1
128
null
null
null
654,336
cast
0.00624
128
768
3,150,000
28
Qwen3.5-27B_prefill
A100
Qwen3.5-27B
elementwise
void at::vectorized_elementwise_kernel<4, at::FillFunctor<c10::BFloat16>, std::array<char *, 1>>(int, T2, T3)
bf16
false
null
null
null
1
128
null
null
null
654,336
fill
0.00378
128
768
4,220
16
Qwen3.5-27B_prefill
A100
Qwen3.5-27B
cast
void at::vectorized_elementwise_kernel<4, at::bfloat16_copy_kernel_cuda(at::TensorIteratorBase &)::[lambda(float) (instance 1)], std::array<char *, 2>>(int, T2, T3)
bf16
false
null
null
null
1
128
null
null
null
654,336
cast
0.00618
128
768
3,150,000
28
Qwen3.5-27B_prefill
A100
Qwen3.5-27B
cast
void at::unrolled_elementwise_kernel<at::direct_copy_kernel_cuda(at::TensorIteratorBase &)::[lambda() (instance 3)]::operator ()() const::[lambda() (instance 7)]::operator ()() const::[lambda(float) (instance 1)], std::array<char *, 2>, 4, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned in...
bf16
false
null
null
null
1
128
null
null
null
655,360
cast
0.00909
128
1,536
1,610,000
32
Qwen3.5-27B_prefill
A100
Qwen3.5-27B
elementwise
void at::vectorized_elementwise_kernel<4, void at::<unnamed>::pow_tensor_scalar_kernel_impl<float, float>(at::TensorIteratorBase &, T2)::[lambda(float) (instance 1)], std::array<char *, 2>>(int, T2, T3)
bf16
false
null
null
null
1
128
null
null
null
654,336
rmsnorm
0.00669
128
768
3,150,000
28
Qwen3.5-27B_prefill
A100
Qwen3.5-27B
reduce
void at::reduce_kernel<512, 1, at::ReduceOp<float, at::MeanOps<float, float, float, float>, unsigned int, float, 4, 4>>(T3)
bf16
false
null
null
null
1
128
null
null
null
655,360
rmsnorm
0.00957
512
384
3,200,000
32
Qwen3.5-27B_prefill
A100
Qwen3.5-27B
elementwise
void at::vectorized_elementwise_kernel<4, at::CUDAFunctorOnSelf_add<float>, std::array<char *, 2>>(int, T2, T3)
bf16
false
null
null
null
1
128
null
null
null
3,072
residual
0.00349
128
6
29,310
30
Qwen3.5-27B_prefill
A100
Qwen3.5-27B
elementwise
void at::vectorized_elementwise_kernel<4, at::rsqrt_kernel_cuda(at::TensorIteratorBase &)::[lambda() (instance 2)]::operator ()() const::[lambda() (instance 2)]::operator ()() const::[lambda(float) (instance 1)], std::array<char *, 2>>(int, T2, T3)
bf16
false
null
null
null
1
128
null
null
null
3,072
rmsnorm
0.00358
128
6
30,980
22
Qwen3.5-27B_prefill
A100
Qwen3.5-27B
elementwise
void at::elementwise_kernel<128, 2, void at::gpu_kernel_impl_nocast<at::BinaryFunctor<float, float, float, binary_internal::MulFunctor<float>>>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>(int, T3)
bf16
false
null
null
null
1
128
null
null
null
1,310,720
mul
0.00909
128
3,072
3,180,000
16
Qwen3.5-27B_prefill
A100
Qwen3.5-27B
cast
void at::vectorized_elementwise_kernel<4, at::bfloat16_copy_kernel_cuda(at::TensorIteratorBase &)::[lambda(float) (instance 1)], std::array<char *, 2>>(int, T2, T3)
bf16
false
null
null
null
1
128
null
null
null
654,336
cast
0.00627
128
768
3,150,000
28
Qwen3.5-27B_prefill
A100
Qwen3.5-27B
elementwise
void at::elementwise_kernel<128, 4, void at::gpu_kernel_impl_nocast<at::BinaryFunctor<c10::BFloat16, c10::BFloat16, c10::BFloat16, binary_internal::MulFunctor<float>>>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>(int, T3)
bf16
false
null
null
null
1
128
null
null
null
655,360
mul
0.00874
128
1,536
1,590,000
16
Qwen3.5-27B_prefill
A100
Qwen3.5-27B
cast
void at::unrolled_elementwise_kernel<at::direct_copy_kernel_cuda(at::TensorIteratorBase &)::[lambda() (instance 3)]::operator ()() const::[lambda() (instance 7)]::operator ()() const::[lambda(float) (instance 1)], std::array<char *, 2>, 4, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned in...
bf16
false
null
null
null
1
128
null
null
null
655,360
cast
0.00922
128
1,536
1,610,000
32
Qwen3.5-27B_prefill
A100
Qwen3.5-27B
elementwise
void at::vectorized_elementwise_kernel<4, at::<unnamed>::silu_kernel(at::TensorIteratorBase &)::[lambda() (instance 1)]::operator ()() const::[lambda() (instance 2)]::operator ()() const::[lambda(float) (instance 1)], std::array<char *, 2>>(int, T2, T3)
bf16
false
null
null
null
1
128
null
null
null
654,336
silu
0.00771
128
768
3,160,000
31
Qwen3.5-27B_prefill
A100
Qwen3.5-27B
elementwise
void at::unrolled_elementwise_kernel<at::BinaryFunctor<float, float, float, binary_internal::MulFunctor<float>>, std::array<char *, 3>, 4, TrivialOffsetCalculator<2, unsigned int>, TrivialOffsetCalculator<1, unsigned int>, memory::LoadWithCast<2>, memory::StoreWithCast<1>>(int, T1, T2, T4, T5, T6, T7)
bf16
false
null
null
null
1
128
null
null
null
655,360
mul
0.01101
128
1,536
4,760,000
32
Qwen3.5-27B_prefill
A100
Qwen3.5-27B
cast
void at::vectorized_elementwise_kernel<4, at::bfloat16_copy_kernel_cuda(at::TensorIteratorBase &)::[lambda(float) (instance 1)], std::array<char *, 2>>(int, T2, T3)
bf16
false
null
null
null
1
128
null
null
null
654,336
cast
0.00618
128
768
3,150,000
28
Qwen3.5-27B_prefill
A100
Qwen3.5-27B
elementwise
void at::vectorized_elementwise_kernel<4, at::CUDAFunctor_add<c10::BFloat16>, std::array<char *, 3>>(int, T2, T3)
bf16
false
null
null
null
1
128
null
null
null
218,112
residual
0.00582
128
640
2,630,000
32
Qwen3.5-27B_prefill
A100
Qwen3.5-27B
cast
void at::unrolled_elementwise_kernel<at::direct_copy_kernel_cuda(at::TensorIteratorBase &)::[lambda() (instance 3)]::operator ()() const::[lambda() (instance 7)]::operator ()() const::[lambda(float) (instance 1)], std::array<char *, 2>, 4, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned in...
bf16
false
null
null
null
1
128
null
null
null
655,360
cast
0.00893
128
1,280
1,340,000
32
Qwen3.5-27B_prefill
A100
Qwen3.5-27B
elementwise
void at::vectorized_elementwise_kernel<4, void at::<unnamed>::pow_tensor_scalar_kernel_impl<float, float>(at::TensorIteratorBase &, T2)::[lambda(float) (instance 1)], std::array<char *, 2>>(int, T2, T3)
bf16
false
null
null
null
1
128
null
null
null
218,112
rmsnorm
0.00634
128
640
2,630,000
28
Qwen3.5-27B_prefill
A100
Qwen3.5-27B
reduce
void at::reduce_kernel<512, 1, at::ReduceOp<float, at::MeanOps<float, float, float, float>, unsigned int, float, 4, 4>>(T3)
bf16
false
null
null
null
1
128
null
null
null
16,384
rmsnorm
0.03139
512
8
2,670,000
32
Qwen3.5-27B_prefill
A100
Qwen3.5-27B
elementwise
void at::vectorized_elementwise_kernel<4, at::CUDAFunctorOnSelf_add<float>, std::array<char *, 2>>(int, T2, T3)
bf16
false
null
null
null
1
128
null
null
null
512
residual
0.0033
128
1
5,250
30
Qwen3.5-27B_prefill
A100
Qwen3.5-27B
elementwise
void at::vectorized_elementwise_kernel<4, at::rsqrt_kernel_cuda(at::TensorIteratorBase &)::[lambda() (instance 2)]::operator ()() const::[lambda() (instance 2)]::operator ()() const::[lambda(float) (instance 1)], std::array<char *, 2>>(int, T2, T3)
bf16
false
null
null
null
1
128
null
null
null
512
rmsnorm
0.00346
128
1
6,780
22
Qwen3.5-27B_prefill
A100
Qwen3.5-27B
elementwise
void at::elementwise_kernel<128, 2, void at::gpu_kernel_impl_nocast<at::BinaryFunctor<float, float, float, binary_internal::MulFunctor<float>>>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>(int, T3)
bf16
false
null
null
null
1
128
null
null
null
1,310,720
mul
0.00835
128
2,560
2,630,000
16
Qwen3.5-27B_prefill
A100
Qwen3.5-27B
cast
void at::unrolled_elementwise_kernel<at::direct_copy_kernel_cuda(at::TensorIteratorBase &)::[lambda() (instance 3)]::operator ()() const::[lambda() (instance 7)]::operator ()() const::[lambda(float) (instance 1)], std::array<char *, 2>, 4, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned in...
bf16
false
null
null
null
1
128
null
null
null
5,120
cast
0.00758
128
10
42,370
32
Qwen3.5-27B_prefill
A100
Qwen3.5-27B
elementwise
void at::vectorized_elementwise_kernel<4, at::CUDAFunctorOnSelf_add<float>, std::array<char *, 2>>(int, T2, T3)
bf16
false
null
null
null
1
128
null
null
null
2,560
residual
0.00362
128
5
25,220
30
Qwen3.5-27B_prefill
A100
Qwen3.5-27B
elementwise
void at::elementwise_kernel<128, 2, void at::gpu_kernel_impl_nocast<at::BinaryFunctor<float, float, float, binary_internal::MulFunctor<float>>>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>(int, T3)
bf16
false
null
null
null
1
128
null
null
null
1,310,720
mul
0.00861
128
2,560
2,650,000
16
Qwen3.5-27B_prefill
A100
Qwen3.5-27B
cast
void at::vectorized_elementwise_kernel<4, at::bfloat16_copy_kernel_cuda(at::TensorIteratorBase &)::[lambda(float) (instance 1)], std::array<char *, 2>>(int, T2, T3)
bf16
false
null
null
null
1
128
null
null
null
218,112
cast
0.00589
128
640
2,630,000
28
Qwen3.5-27B_prefill
A100
Qwen3.5-27B
elementwise
void at::vectorized_elementwise_kernel<4, at::<unnamed>::silu_kernel(at::TensorIteratorBase &)::[lambda() (instance 1)]::operator ()() const::[lambda() (instance 6)]::operator ()() const::[lambda(c10::BFloat16) (instance 1)], std::array<char *, 2>>(int, T2, T3)
bf16
false
null
null
null
1
128
null
null
null
1,310,720
silu
0.01066
128
2,176
4,470,000
28
Qwen3.5-27B_prefill
A100
Qwen3.5-27B
elementwise
void at::vectorized_elementwise_kernel<4, at::BinaryFunctor<c10::BFloat16, c10::BFloat16, c10::BFloat16, binary_internal::MulFunctor<float>>, std::array<char *, 3>>(int, T2, T3)
bf16
false
null
null
null
1
128
null
null
null
1,310,720
mul
0.0103
128
2,176
8,920,000
32
Qwen3.5-27B_prefill
A100
Qwen3.5-27B
elementwise
void at::vectorized_elementwise_kernel<4, at::CUDAFunctor_add<c10::BFloat16>, std::array<char *, 3>>(int, T2, T3)
bf16
false
null
null
null
1
128
null
null
null
218,112
residual
0.00589
128
640
2,630,000
32
Qwen3.5-27B_prefill
A100
Qwen3.5-27B
cast
void at::unrolled_elementwise_kernel<at::direct_copy_kernel_cuda(at::TensorIteratorBase &)::[lambda() (instance 3)]::operator ()() const::[lambda() (instance 7)]::operator ()() const::[lambda(float) (instance 1)], std::array<char *, 2>, 4, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned in...
bf16
false
null
null
null
1
128
null
null
null
655,360
cast
0.01139
128
1,280
1,340,000
32
Qwen3.5-27B_prefill
A100
Qwen3.5-27B
elementwise
void at::vectorized_elementwise_kernel<4, void at::<unnamed>::pow_tensor_scalar_kernel_impl<float, float>(at::TensorIteratorBase &, T2)::[lambda(float) (instance 1)], std::array<char *, 2>>(int, T2, T3)
bf16
false
null
null
null
1
128
null
null
null
218,112
rmsnorm
0.0063
128
640
2,630,000
28
Qwen3.5-27B_prefill
A100
Qwen3.5-27B
reduce
void at::reduce_kernel<512, 1, at::ReduceOp<float, at::MeanOps<float, float, float, float>, unsigned int, float, 4, 4>>(T3)
bf16
false
null
null
null
1
128
null
null
null
16,384
rmsnorm
0.032
512
8
2,670,000
32
Qwen3.5-27B_prefill
A100
Qwen3.5-27B
elementwise
void at::vectorized_elementwise_kernel<4, at::CUDAFunctorOnSelf_add<float>, std::array<char *, 2>>(int, T2, T3)
bf16
false
null
null
null
1
128
null
null
null
512
residual
0.00339
128
1
5,250
30
Qwen3.5-27B_prefill
A100
Qwen3.5-27B
elementwise
void at::vectorized_elementwise_kernel<4, at::rsqrt_kernel_cuda(at::TensorIteratorBase &)::[lambda() (instance 2)]::operator ()() const::[lambda() (instance 2)]::operator ()() const::[lambda(float) (instance 1)], std::array<char *, 2>>(int, T2, T3)
bf16
false
null
null
null
1
128
null
null
null
512
rmsnorm
0.00419
128
1
7,170
22
Qwen3.5-27B_prefill
A100
Qwen3.5-27B
elementwise
void at::elementwise_kernel<128, 2, void at::gpu_kernel_impl_nocast<at::BinaryFunctor<float, float, float, binary_internal::MulFunctor<float>>>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>(int, T3)
bf16
false
null
null
null
1
128
null
null
null
1,310,720
mul
0.00899
128
2,560
2,640,000
16
Qwen3.5-27B_prefill
A100
Qwen3.5-27B
cast
void at::unrolled_elementwise_kernel<at::direct_copy_kernel_cuda(at::TensorIteratorBase &)::[lambda() (instance 3)]::operator ()() const::[lambda() (instance 7)]::operator ()() const::[lambda(float) (instance 1)], std::array<char *, 2>, 4, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned in...
bf16
false
null
null
null
1
128
null
null
null
5,120
cast
0.00826
128
10
42,620
32
Qwen3.5-27B_prefill
A100
Qwen3.5-27B
elementwise
void at::vectorized_elementwise_kernel<4, at::CUDAFunctorOnSelf_add<float>, std::array<char *, 2>>(int, T2, T3)
bf16
false
null
null
null
1
128
null
null
null
2,560
residual
0.00358
128
5
25,220
30
Qwen3.5-27B_prefill
A100
Qwen3.5-27B
elementwise
void at::elementwise_kernel<128, 2, void at::gpu_kernel_impl_nocast<at::BinaryFunctor<float, float, float, binary_internal::MulFunctor<float>>>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>(int, T3)
bf16
false
null
null
null
1
128
null
null
null
1,310,720
mul
0.00858
128
2,560
2,650,000
16
Qwen3.5-27B_prefill
A100
Qwen3.5-27B
cast
void at::vectorized_elementwise_kernel<4, at::bfloat16_copy_kernel_cuda(at::TensorIteratorBase &)::[lambda(float) (instance 1)], std::array<char *, 2>>(int, T2, T3)
bf16
false
null
null
null
1
128
null
null
null
218,112
cast
0.00576
128
640
2,630,000
28
Qwen3.5-27B_prefill
A100
Qwen3.5-27B
cast
void at::elementwise_kernel<128, 4, void at::gpu_kernel_impl_nocast<at::direct_copy_kernel_cuda(at::TensorIteratorBase &)::[lambda() (instance 3)]::operator ()() const::[lambda() (instance 12)]::operator ()() const::[lambda(c10::BFloat16) (instance 1)]>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>...
bf16
false
null
null
null
1
128
null
null
null
655,360
cast
0.00829
128
1,536
1,590,000
16
Qwen3.5-27B_prefill
A100
Qwen3.5-27B
cast
void at::elementwise_kernel<128, 4, void at::gpu_kernel_impl<at::direct_copy_kernel_cuda(at::TensorIteratorBase &)::[lambda() (instance 3)]::operator ()() const::[lambda() (instance 7)]::operator ()() const::[lambda(float) (instance 1)]>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>(int, T3)
bf16
false
null
null
null
1
128
null
null
null
655,360
cast
0.01059
128
1,536
1,620,000
32
Qwen3.5-27B_prefill
A100
Qwen3.5-27B
elementwise
void at::vectorized_elementwise_kernel<4, void at::<unnamed>::pow_tensor_scalar_kernel_impl<float, float>(at::TensorIteratorBase &, T2)::[lambda(float) (instance 1)], std::array<char *, 2>>(int, T2, T3)
bf16
false
null
null
null
1
128
null
null
null
654,336
rmsnorm
0.00685
128
768
3,150,000
28
Qwen3.5-27B_prefill
A100
Qwen3.5-27B
reduce
void at::reduce_kernel<512, 1, at::ReduceOp<float, at::MeanOps<float, float, float, float>, unsigned int, float, 4, 4>>(T3)
bf16
false
null
null
null
1
128
null
null
null
654,336
rmsnorm
0.0089
512
192
3,200,000
32
Qwen3.5-27B_prefill
A100
Qwen3.5-27B
elementwise
void at::vectorized_elementwise_kernel<4, at::CUDAFunctorOnSelf_add<float>, std::array<char *, 2>>(int, T2, T3)
bf16
false
null
null
null
1
128
null
null
null
1,536
residual
0.00387
128
3
17,020
30
Qwen3.5-27B_prefill
A100
Qwen3.5-27B
elementwise
void at::vectorized_elementwise_kernel<4, at::rsqrt_kernel_cuda(at::TensorIteratorBase &)::[lambda() (instance 2)]::operator ()() const::[lambda() (instance 2)]::operator ()() const::[lambda(float) (instance 1)], std::array<char *, 2>>(int, T2, T3)
bf16
false
null
null
null
1
128
null
null
null
1,536
rmsnorm
0.00378
128
3
19,330
22
Qwen3.5-27B_prefill
A100
Qwen3.5-27B
elementwise
void at::elementwise_kernel<128, 2, void at::gpu_kernel_impl_nocast<at::BinaryFunctor<float, float, float, binary_internal::MulFunctor<float>>>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>(int, T3)
bf16
false
null
null
null
1
128
null
null
null
1,310,720
mul
0.00912
128
3,072
3,170,000
16
Qwen3.5-27B_prefill
A100
Qwen3.5-27B
cast
void at::unrolled_elementwise_kernel<at::direct_copy_kernel_cuda(at::TensorIteratorBase &)::[lambda() (instance 3)]::operator ()() const::[lambda() (instance 7)]::operator ()() const::[lambda(float) (instance 1)], std::array<char *, 2>, 4, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned in...
bf16
false
null
null
null
1
128
null
null
null
512
cast
0.00611
128
1
32,640
32
Qwen3.5-27B_prefill
A100
Qwen3.5-27B
elementwise
void at::vectorized_elementwise_kernel<4, at::CUDAFunctorOnSelf_add<float>, std::array<char *, 2>>(int, T2, T3)
bf16
false
null
null
null
1
128
null
null
null
512
residual
0.00358
128
1
5,760
30
Qwen3.5-27B_prefill
A100
Qwen3.5-27B
elementwise
void at::elementwise_kernel<128, 2, void at::gpu_kernel_impl_nocast<at::BinaryFunctor<float, float, float, binary_internal::MulFunctor<float>>>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>(int, T3)
bf16
false
null
null
null
1
128
null
null
null
1,310,720
mul
0.00909
128
3,072
3,160,000
16
Qwen3.5-27B_prefill
A100
Qwen3.5-27B
cast
void at::vectorized_elementwise_kernel<4, at::bfloat16_copy_kernel_cuda(at::TensorIteratorBase &)::[lambda(float) (instance 1)], std::array<char *, 2>>(int, T2, T3)
bf16
false
null
null
null
1
128
null
null
null
654,336
cast
0.00624
128
768
3,150,000
28
Qwen3.5-27B_prefill
A100
Qwen3.5-27B
cast
void at::unrolled_elementwise_kernel<at::direct_copy_kernel_cuda(at::TensorIteratorBase &)::[lambda() (instance 3)]::operator ()() const::[lambda() (instance 7)]::operator ()() const::[lambda(float) (instance 1)], std::array<char *, 2>, 4, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned in...
bf16
false
null
null
null
1
128
null
null
null
218,112
cast
0.0079
128
256
295,550
32
Qwen3.5-27B_prefill
A100
Qwen3.5-27B
elementwise
void at::vectorized_elementwise_kernel<4, void at::<unnamed>::pow_tensor_scalar_kernel_impl<float, float>(at::TensorIteratorBase &, T2)::[lambda(float) (instance 1)], std::array<char *, 2>>(int, T2, T3)
bf16
false
null
null
null
1
128
null
null
null
65,536
rmsnorm
0.00394
128
128
529,020
28
Qwen3.5-27B_prefill
A100
Qwen3.5-27B
reduce
void at::reduce_kernel<512, 1, at::ReduceOp<float, at::MeanOps<float, float, float, float>, unsigned int, float, 4, 4>>(T3)
bf16
false
null
null
null
1
128
null
null
null
65,536
rmsnorm
0.00733
512
32
575,490
32
Qwen3.5-27B_prefill
A100
Qwen3.5-27B
elementwise
void at::vectorized_elementwise_kernel<4, at::CUDAFunctorOnSelf_add<float>, std::array<char *, 2>>(int, T2, T3)
bf16
false
null
null
null
1
128
null
null
null
512
residual
0.00394
128
1
6,780
30
Qwen3.5-27B_prefill
A100
Qwen3.5-27B
elementwise
void at::vectorized_elementwise_kernel<4, at::rsqrt_kernel_cuda(at::TensorIteratorBase &)::[lambda() (instance 2)]::operator ()() const::[lambda() (instance 2)]::operator ()() const::[lambda(float) (instance 1)], std::array<char *, 2>>(int, T2, T3)
bf16
false
null
null
null
1
128
null
null
null
512
rmsnorm
0.00426
128
1
8,450
22
Qwen3.5-27B_prefill
A100
Qwen3.5-27B
elementwise
void at::elementwise_kernel<128, 2, void at::gpu_kernel_impl_nocast<at::BinaryFunctor<float, float, float, binary_internal::MulFunctor<float>>>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>(int, T3)
bf16
false
null
null
null
1
128
null
null
null
218,112
mul
0.00586
128
512
537,340
16
Qwen3.5-27B_prefill
A100
Qwen3.5-27B
cast
void at::unrolled_elementwise_kernel<at::direct_copy_kernel_cuda(at::TensorIteratorBase &)::[lambda() (instance 3)]::operator ()() const::[lambda() (instance 7)]::operator ()() const::[lambda(float) (instance 1)], std::array<char *, 2>, 4, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned in...
bf16
false
null
null
null
1
128
null
null
null
512
cast
0.00605
128
1
32,770
32
Qwen3.5-27B_prefill
A100
Qwen3.5-27B
elementwise
void at::vectorized_elementwise_kernel<4, at::CUDAFunctorOnSelf_add<float>, std::array<char *, 2>>(int, T2, T3)
bf16
false
null
null
null
1
128
null
null
null
512
residual
0.00362
128
1
5,760
30
Qwen3.5-27B_prefill
A100
Qwen3.5-27B
elementwise
void at::elementwise_kernel<128, 2, void at::gpu_kernel_impl_nocast<at::BinaryFunctor<float, float, float, binary_internal::MulFunctor<float>>>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>(int, T3)
bf16
false
null
null
null
1
128
null
null
null
218,112
mul
0.00589
128
512
536,320
16
Qwen3.5-27B_prefill
A100
Qwen3.5-27B
cast
void at::vectorized_elementwise_kernel<4, at::bfloat16_copy_kernel_cuda(at::TensorIteratorBase &)::[lambda(float) (instance 1)], std::array<char *, 2>>(int, T2, T3)
bf16
false
null
null
null
1
128
null
null
null
65,536
cast
0.00387
128
128
529,280
28
Qwen3.5-27B_prefill
A100
Qwen3.5-27B
elementwise
void at::elementwise_kernel<128, 4, void at::gpu_kernel_impl_nocast<at::BinaryFunctor<c10::BFloat16, c10::BFloat16, c10::BFloat16, binary_internal::MulFunctor<float>>>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>(int, T3)
bf16
false
null
null
null
1
128
null
null
null
218,112
mul
0.00758
128
384
429,700
16
Qwen3.5-27B_prefill
A100
Qwen3.5-27B
elementwise
void at::elementwise_kernel<128, 4, void at::gpu_kernel_impl_nocast<at::neg_kernel_cuda(at::TensorIteratorBase &)::[lambda() (instance 2)]::operator ()() const::[lambda() (instance 9)]::operator ()() const::[lambda(c10::BFloat16) (instance 1)]>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>(int, T3)
bf16
false
null
null
null
1
128
null
null
null
98,304
neg
0.00704
128
192
214,400
16
Qwen3.5-27B_prefill
A100
Qwen3.5-27B
copy
void at::<unnamed>::CatArrayBatchedCopy<at::<unnamed>::OpaqueType<2>, unsigned int, 4, 64, 64>(T1 *, at::<unnamed>::CatArrInputTensorMetadata<T1, T2, T4, T5>, at::<unnamed>::TensorSizeStride<T2, 4>, int, T2)
bf16
false
null
null
null
1
128
null
null
null
655,360
other
0.01005
512
432
400,130
23
Qwen3.5-27B_prefill
A100
Qwen3.5-27B
elementwise
void at::elementwise_kernel<128, 4, void at::gpu_kernel_impl_nocast<at::BinaryFunctor<c10::BFloat16, c10::BFloat16, c10::BFloat16, binary_internal::MulFunctor<float>>>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>(int, T3)
bf16
false
null
null
null
1
128
null
null
null
218,112
mul
0.0073
128
384
429,440
16
Qwen3.5-27B_prefill
A100
Qwen3.5-27B
elementwise
void at::elementwise_kernel<128, 4, void at::gpu_kernel_impl_nocast<at::CUDAFunctor_add<c10::BFloat16>>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>(int, T3)
bf16
false
null
null
null
1
128
null
null
null
218,112
residual
0.00765
128
384
806,270
16
Qwen3.5-27B_prefill
A100
Qwen3.5-27B
elementwise
void at::elementwise_kernel<128, 4, void at::gpu_kernel_impl_nocast<at::BinaryFunctor<c10::BFloat16, c10::BFloat16, c10::BFloat16, 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
0.00717
128
64
101,630
16
Qwen3.5-27B_prefill
A100
Qwen3.5-27B
elementwise
void at::elementwise_kernel<128, 4, void at::gpu_kernel_impl_nocast<at::neg_kernel_cuda(at::TensorIteratorBase &)::[lambda() (instance 2)]::operator ()() const::[lambda() (instance 9)]::operator ()() const::[lambda(c10::BFloat16) (instance 1)]>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>(int, T3)
bf16
false
null
null
null
1
128
null
null
null
16,384
neg
0.00672
128
32
50,560
16
Qwen3.5-27B_prefill
A100
Qwen3.5-27B
copy
void at::<unnamed>::CatArrayBatchedCopy<at::<unnamed>::OpaqueType<2>, unsigned int, 4, 64, 64>(T1 *, at::<unnamed>::CatArrInputTensorMetadata<T1, T2, T4, T5>, at::<unnamed>::TensorSizeStride<T2, 4>, int, T2)
bf16
false
null
null
null
1
128
null
null
null
655,360
other
0.00864
512
432
72,450
23
Qwen3.5-27B_prefill
A100
Qwen3.5-27B
elementwise
void at::elementwise_kernel<128, 4, void at::gpu_kernel_impl_nocast<at::BinaryFunctor<c10::BFloat16, c10::BFloat16, c10::BFloat16, 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
0.00704
128
64
101,630
16
Qwen3.5-27B_prefill
A100
Qwen3.5-27B
elementwise
void at::elementwise_kernel<128, 4, void at::gpu_kernel_impl_nocast<at::CUDAFunctor_add<c10::BFloat16>>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>(int, T3)
bf16
false
null
null
null
1
128
null
null
null
32,768
residual
0.00707
128
64
150,780
16
Qwen3.5-27B_prefill
A100
Qwen3.5-27B
copy
void at::<unnamed>::CatArrayBatchedCopy<at::<unnamed>::OpaqueType<2>, unsigned int, 4, 64, 64>(T1 *, at::<unnamed>::CatArrInputTensorMetadata<T1, T2, T4, T5>, at::<unnamed>::TensorSizeStride<T2, 4>, int, T2)
bf16
false
null
null
null
1
128
null
null
null
655,360
other
0.01542
512
432
1,580,000
23
Qwen3.5-27B_prefill
A100
Qwen3.5-27B
copy
void at::<unnamed>::CatArrayBatchedCopy<at::<unnamed>::OpaqueType<2>, unsigned int, 4, 64, 64>(T1 *, at::<unnamed>::CatArrInputTensorMetadata<T1, T2, T4, T5>, at::<unnamed>::TensorSizeStride<T2, 4>, int, T2)
bf16
false
null
null
null
1
128
null
null
null
655,360
other
0.00976
512
432
269,180
23
Qwen3.5-27B_prefill
A100
Qwen3.5-27B
copy
void at::<unnamed>::CatArrayBatchedCopy<at::<unnamed>::OpaqueType<2>, unsigned int, 4, 64, 64>(T1 *, at::<unnamed>::CatArrInputTensorMetadata<T1, T2, T4, T5>, at::<unnamed>::TensorSizeStride<T2, 4>, int, T2)
bf16
false
null
null
null
1
128
null
null
null
655,360
other
0.00874
512
432
269,060
23
Qwen3.5-27B_prefill
A100
Qwen3.5-27B
copy
void at::<unnamed>::CatArrayBatchedCopy<at::<unnamed>::OpaqueType<2>, unsigned int, 4, 64, 64>(T1 *, at::<unnamed>::CatArrInputTensorMetadata<T1, T2, T4, T5>, at::<unnamed>::TensorSizeStride<T2, 4>, int, T2)
bf16
false
null
null
null
1
128
null
null
null
655,360
other
0.0087
512
432
269,060
23
Qwen3.5-27B_prefill
A100
Qwen3.5-27B
cast
void at::elementwise_kernel<128, 4, void at::gpu_kernel_impl_nocast<at::direct_copy_kernel_cuda(at::TensorIteratorBase &)::[lambda() (instance 3)]::operator ()() const::[lambda() (instance 12)]::operator ()() const::[lambda(c10::BFloat16) (instance 1)]>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>...
bf16
false
null
null
null
1
128
null
null
null
655,360
cast
0.00883
128
1,536
1,590,000
16
Qwen3.5-27B_prefill
A100
Qwen3.5-27B
elementwise
void at::vectorized_elementwise_kernel<4, at::sigmoid_kernel_cuda(at::TensorIteratorBase &)::[lambda() (instance 2)]::operator ()() const::[lambda() (instance 4)]::operator ()() const::[lambda(c10::BFloat16) (instance 1)], std::array<char *, 2>>(int, T2, T3)
bf16
false
null
null
null
1
128
null
null
null
654,336
other
0.00669
128
768
1,590,000
30
Qwen3.5-27B_prefill
A100
Qwen3.5-27B
elementwise
void at::vectorized_elementwise_kernel<4, at::BinaryFunctor<c10::BFloat16, c10::BFloat16, c10::BFloat16, binary_internal::MulFunctor<float>>, std::array<char *, 3>>(int, T2, T3)
bf16
false
null
null
null
1
128
null
null
null
654,336
mul
0.00634
128
768
3,150,000
32
Qwen3.5-27B_prefill
A100
Qwen3.5-27B
elementwise
void at::vectorized_elementwise_kernel<4, at::CUDAFunctor_add<c10::BFloat16>, std::array<char *, 3>>(int, T2, T3)
bf16
false
null
null
null
1
128
null
null
null
218,112
residual
0.00608
128
640
2,630,000
32
Qwen3.5-27B_prefill
A100
Qwen3.5-27B
cast
void at::unrolled_elementwise_kernel<at::direct_copy_kernel_cuda(at::TensorIteratorBase &)::[lambda() (instance 3)]::operator ()() const::[lambda() (instance 7)]::operator ()() const::[lambda(float) (instance 1)], std::array<char *, 2>, 4, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned in...
bf16
false
null
null
null
1
128
null
null
null
655,360
cast
0.00912
128
1,280
1,340,000
32
Qwen3.5-27B_prefill
A100
Qwen3.5-27B
elementwise
void at::vectorized_elementwise_kernel<4, void at::<unnamed>::pow_tensor_scalar_kernel_impl<float, float>(at::TensorIteratorBase &, T2)::[lambda(float) (instance 1)], std::array<char *, 2>>(int, T2, T3)
bf16
false
null
null
null
1
128
null
null
null
218,112
rmsnorm
0.00627
128
640
2,630,000
28
Qwen3.5-27B_prefill
A100
Qwen3.5-27B
reduce
void at::reduce_kernel<512, 1, at::ReduceOp<float, at::MeanOps<float, float, float, float>, unsigned int, float, 4, 4>>(T3)
bf16
false
null
null
null
1
128
null
null
null
16,384
rmsnorm
0.03178
512
8
2,670,000
32
Qwen3.5-27B_prefill
A100
Qwen3.5-27B
elementwise
void at::vectorized_elementwise_kernel<4, at::CUDAFunctorOnSelf_add<float>, std::array<char *, 2>>(int, T2, T3)
bf16
false
null
null
null
1
128
null
null
null
512
residual
0.00349
128
1
5,250
30
Qwen3.5-27B_prefill
A100
Qwen3.5-27B
elementwise
void at::vectorized_elementwise_kernel<4, at::rsqrt_kernel_cuda(at::TensorIteratorBase &)::[lambda() (instance 2)]::operator ()() const::[lambda() (instance 2)]::operator ()() const::[lambda(float) (instance 1)], std::array<char *, 2>>(int, T2, T3)
bf16
false
null
null
null
1
128
null
null
null
512
rmsnorm
0.00368
128
1
6,780
22
Qwen3.5-27B_prefill
A100
Qwen3.5-27B
elementwise
void at::elementwise_kernel<128, 2, void at::gpu_kernel_impl_nocast<at::BinaryFunctor<float, float, float, binary_internal::MulFunctor<float>>>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>(int, T3)
bf16
false
null
null
null
1
128
null
null
null
1,310,720
mul
0.00835
128
2,560
2,630,000
16
Qwen3.5-27B_prefill
A100
Qwen3.5-27B
cast
void at::unrolled_elementwise_kernel<at::direct_copy_kernel_cuda(at::TensorIteratorBase &)::[lambda() (instance 3)]::operator ()() const::[lambda() (instance 7)]::operator ()() const::[lambda(float) (instance 1)], std::array<char *, 2>, 4, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned in...
bf16
false
null
null
null
1
128
null
null
null
5,120
cast
0.0079
128
10
42,370
32