wantszkin200/profiling · Datasets at Hugging Face

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Name Self CPU % Self CPU CPU total % CPU total CPU time avg Self CUDA Self CUDA % CUDA total CUDA time avg CPU Mem Self CPU Mem CUDA Mem Self CUDA Mem # of Calls
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pipeline_forward 0.00% 0.000us 0.00% 0.000us 0.000us 6.127s 248.82% 6.127s 6.127s 0 B 0 B 0 B 0 B 1
## Call CompiledFxGraph f4d67zy3aowatcfftnjo32yq5ugq... 0.00% 0.000us 0.00% 0.000us 0.000us 3.468s 140.81% 3.468s 2.890ms 0 B 0 B 0 B 0 B 1200
aten::addmm 4.26% 261.473ms 8.83% 541.643ms 44.310us 1.557s 63.22% 1.559s 127.516us 0 B 0 B 504.65 MB 504.65 MB 12224
nvjet_sm90_tst_256x128_64x4_1x2_h_bz_coopA_bias_TNT 0.00% 0.000us 0.00% 0.000us 0.000us 1.009s 40.97% 1.009s 278.694us 0 B 0 B 0 B 0 B 3620
nvjet_sm90_tst_192x192_64x4_2x1_v_bz_coopB_bias_TNN 0.00% 0.000us 0.00% 0.000us 0.000us 367.846ms 14.94% 367.846ms 306.538us 0 B 0 B 0 B 0 B 1200
fa3_fwd::fwd 0.76% 46.713ms 1.43% 87.833ms 73.195us 347.637ms 14.12% 348.214ms 290.179us 0 B 0 B 28.68 GB 0 B 1200
void cutlass::device_kernel<flash::enable_sm90_or_la... 0.00% 0.000us 0.00% 0.000us 0.000us 347.637ms 14.12% 347.637ms 289.697us 0 B 0 B 0 B 0 B 1200
_C::rms_norm 0.32% 19.603ms 0.73% 44.520ms 9.236us 153.533ms 6.23% 153.533ms 31.853us 0 B 0 B 0 B 0 B 4820
void vllm::rms_norm_kernel<c10::BFloat16, 8, 4>(c10:... 0.00% 0.000us 0.00% 0.000us 0.000us 153.486ms 6.23% 153.486ms 31.976us 0 B 0 B 0 B 0 B 4800
rotary_kernel 0.00% 0.000us 0.00% 0.000us 0.000us 80.712ms 3.28% 80.712ms 16.815us 0 B 0 B 0 B 0 B 4800
nvjet_sm90_tst_192x8_64x8_4x1_v_bz_bias_TNT 0.00% 0.000us 0.00% 0.000us 0.000us 79.735ms 3.24% 79.735ms 33.223us 0 B 0 B 0 B 0 B 2400
rotary_kernel_0 1.01% 62.173ms 1.20% 73.554ms 30.648us 77.377ms 3.14% 77.377ms 32.240us 0 B 0 B 0 B 0 B 2400
triton_poi_fused_gelu_view_13 0.19% 11.871ms 0.28% 17.084ms 14.237us 62.313ms 2.53% 62.313ms 51.927us 0 B 0 B 0 B 0 B 1200
triton_poi_fused_gelu_view_13 0.00% 0.000us 0.00% 0.000us 0.000us 62.313ms 2.53% 62.313ms 51.927us 0 B 0 B 0 B 0 B 1200
nvjet_sm90_tst_128x16_64x11_4x1_v_bz_bias_TNT 0.00% 0.000us 0.00% 0.000us 0.000us 51.910ms 2.11% 51.910ms 21.629us 0 B 0 B 0 B 0 B 2400
triton_red_fused__to_copy_add_mul_native_layer_norm_... 0.37% 22.898ms 0.48% 29.582ms 20.951us 43.713ms 1.78% 43.713ms 30.958us 0 B 0 B 0 B 0 B 1412
triton_red_fused__to_copy_add_mul_native_layer_norm_... 0.00% 0.000us 0.00% 0.000us 0.000us 43.713ms 1.78% 43.713ms 30.958us 0 B 0 B 0 B 0 B 1412
triton_red_fused__to_copy_add_mul_native_layer_norm_... 0.30% 18.228ms 0.39% 23.971ms 19.976us 42.211ms 1.71% 42.211ms 35.176us 0 B 0 B 0 B 0 B 1200
triton_red_fused__to_copy_add_mul_native_layer_norm_... 0.00% 0.000us 0.00% 0.000us 0.000us 42.211ms 1.71% 42.211ms 35.176us 0 B 0 B 0 B 0 B 1200
nvjet_sm90_tst_64x16_64x16_4x1_v_bz_splitK_bias_TNT 0.00% 0.000us 0.00% 0.000us 0.000us 37.084ms 1.51% 37.084ms 15.324us 0 B 0 B 0 B 0 B 2420
aten::cudnn_convolution 0.54% 33.379ms 0.60% 36.751ms 993.263us 33.559ms 1.36% 33.614ms 908.474us 0 B 0 B 2.50 GB 2.50 GB 37
triton_poi_fused_add_mul_split_unsqueeze_view_14 0.23% 14.139ms 0.33% 20.329ms 16.940us 33.078ms 1.34% 33.078ms 27.565us 0 B 0 B 0 B 0 B 1200
triton_poi_fused_add_mul_split_unsqueeze_view_14 0.00% 0.000us 0.00% 0.000us 0.000us 33.078ms 1.34% 33.078ms 27.565us 0 B 0 B 0 B 0 B 1200
triton_poi_fused__flash_attn_forward_cat_split_with_... 0.48% 29.211ms 0.63% 38.747ms 16.145us 30.863ms 1.25% 30.863ms 12.860us 0 B 0 B 0 B 0 B 2400
triton_poi_fused__flash_attn_forward_cat_split_with_... 0.00% 0.000us 0.00% 0.000us 0.000us 30.863ms 1.25% 30.863ms 12.860us 0 B 0 B 0 B 0 B 2400
triton_poi_fused__flash_attn_forward_cat_split_with_... 0.19% 11.909ms 0.27% 16.411ms 13.676us 16.031ms 0.65% 16.031ms 13.359us 0 B 0 B 0 B 0 B 1200
triton_poi_fused__flash_attn_forward_cat_split_with_... 0.00% 0.000us 0.00% 0.000us 0.000us 16.031ms 0.65% 16.031ms 13.359us 0 B 0 B 0 B 0 B 1200
sm80_xmma_fprop_implicit_gemm_bf16bf16_bf16f32_f32_n... 0.00% 0.000us 0.00% 0.000us 0.000us 11.200ms 0.45% 11.200ms 1.600ms 0 B 0 B 0 B 0 B 7
sm90_xmma_fprop_implicit_gemm_bf16bf16_bf16f32_f32_n... 0.00% 0.000us 0.00% 0.000us 0.000us 10.939ms 0.44% 10.939ms 497.214us 0 B 0 B 0 B 0 B 22
aten::fill_ 0.03% 1.558ms 0.06% 3.412ms 7.667us 8.065ms 0.33% 8.065ms 18.123us 0 B 0 B 0 B 0 B 445
void cudnn::engines_precompiled::nchwToNhwcKernel<__... 0.00% 0.000us 0.00% 0.000us 0.000us 7.586ms 0.31% 7.586ms 116.713us 0 B 0 B 0 B 0 B 65
aten::copy_ 0.24% 14.893ms 0.74% 45.714ms 16.268us 7.068ms 0.29% 7.085ms 2.521us 0 B -104 B 0 B 0 B 2810
void cublasLt::splitKreduce_kernel<32, 16, int, floa... 0.00% 0.000us 0.00% 0.000us 0.000us 5.995ms 0.24% 5.995ms 2.402us 0 B 0 B 0 B 0 B 2496
void at::native::vectorized_elementwise_kernel<4, at... 0.00% 0.000us 0.00% 0.000us 0.000us 5.888ms 0.24% 5.888ms 14.292us 0 B 0 B 0 B 0 B 412
aten::mul 0.09% 5.326ms 1.96% 120.062ms 255.452us 5.436ms 0.22% 5.436ms 11.567us 80 B 76 B 5.13 GB 5.13 GB 470
void at::native::elementwise_kernel<128, 4, at::nati... 0.00% 0.000us 0.00% 0.000us 0.000us 4.438ms 0.18% 4.438ms 38.925us 0 B 0 B 0 B 0 B 114
void at::native::elementwise_kernel<128, 4, at::nati... 0.00% 0.000us 0.00% 0.000us 0.000us 4.031ms 0.16% 4.031ms 18.408us 0 B 0 B 0 B 0 B 219
Memset (Device) 0.00% 0.000us 0.00% 0.000us 0.000us 3.978ms 0.16% 3.978ms 0.822us 0 B 0 B 0 B 0 B 4838
triton_red_fused__to_copy_add_mul_native_layer_norm_... 0.27% 16.489ms 0.35% 21.593ms 17.994us 3.936ms 0.16% 3.936ms 3.280us 0 B 0 B 0 B 0 B 1200
triton_red_fused__to_copy_add_mul_native_layer_norm_... 0.00% 0.000us 0.00% 0.000us 0.000us 3.936ms 0.16% 3.936ms 3.280us 0 B 0 B 0 B 0 B 1200
aten::mm 0.30% 18.500ms 0.70% 43.069ms 328.769us 3.798ms 0.15% 4.157ms 31.736us 0 B 0 B 137.77 MB 137.77 MB 131
aten::add_ 0.01% 395.160us 0.01% 589.008us 15.919us 3.644ms 0.15% 3.644ms 98.485us 0 B 0 B 0 B 0 B 37
triton_red_fused__to_copy_add_mul_native_layer_norm_... 0.24% 14.491ms 0.32% 19.493ms 16.244us 3.369ms 0.14% 3.369ms 2.807us 0 B 0 B 0 B 0 B 1200
triton_red_fused__to_copy_add_mul_native_layer_norm_... 0.00% 0.000us 0.00% 0.000us 0.000us 3.369ms 0.14% 3.369ms 2.807us 0 B 0 B 0 B 0 B 1200
rotary_kernel_1 0.78% 47.696ms 0.97% 59.695ms 24.873us 3.335ms 0.14% 3.335ms 1.390us 0 B 0 B 0 B 0 B 2400
void at::native::elementwise_kernel<128, 4, at::nati... 0.00% 0.000us 0.00% 0.000us 0.000us 3.290ms 0.13% 3.290ms 96.759us 0 B 0 B 0 B 0 B 34
aten::div 0.01% 821.481us 0.02% 1.277ms 17.987us 3.275ms 0.13% 3.275ms 46.126us 0 B 0 B 2.26 GB 2.26 GB 71
void at::native::elementwise_kernel<128, 4, at::nati... 0.00% 0.000us 0.00% 0.000us 0.000us 3.231ms 0.13% 3.231ms 104.238us 0 B 0 B 0 B 0 B 31
aten::add 0.06% 3.938ms 1.32% 81.067ms 260.666us 2.964ms 0.12% 2.964ms 9.530us 48 B 48 B 3.84 GB 3.84 GB 311
triton_poi_fused__to_copy_select_3 0.30% 18.487ms 0.39% 23.861ms 19.884us 2.961ms 0.12% 2.961ms 2.467us 0 B 0 B 0 B 0 B 1200
triton_poi_fused__to_copy_select_3 0.00% 0.000us 0.00% 0.000us 0.000us 2.961ms 0.12% 2.961ms 2.467us 0 B 0 B 0 B 0 B 1200
aten::_efficient_attention_forward 0.00% 26.589us 0.00% 72.743us 72.743us 2.582ms 0.10% 2.582ms 2.582ms 16 B 0 B 12.00 MB -24.00 MB 1
fmha_cutlassF_bf16_aligned_32x128_gmem_sm80(PyTorchM... 0.00% 0.000us 0.00% 0.000us 0.000us 2.582ms 0.10% 2.582ms 2.582ms 0 B 0 B 0 B 0 B 1
void cudnn::engines_precompiled::nhwcToNchwKernel<__... 0.00% 0.000us 0.00% 0.000us 0.000us 2.373ms 0.10% 2.373ms 71.905us 0 B 0 B 0 B 0 B 33
void at::native::vectorized_elementwise_kernel<8, at... 0.00% 0.000us 0.00% 0.000us 0.000us 2.176ms 0.09% 2.176ms 72.518us 0 B 0 B 0 B 0 B 30
nvjet_sm90_tst_192x56_64x6_4x1_v_bz_TNT 0.00% 0.000us 0.00% 0.000us 0.000us 2.049ms 0.08% 2.049ms 36.595us 0 B 0 B 0 B 0 B 56
triton_poi_fused_gelu_view_11 0.21% 12.972ms 0.29% 18.099ms 15.082us 1.968ms 0.08% 1.968ms 1.640us 0 B 0 B 0 B 0 B 1200
triton_poi_fused_gelu_view_11 0.00% 0.000us 0.00% 0.000us 0.000us 1.968ms 0.08% 1.968ms 1.640us 0 B 0 B 0 B 0 B 1200
triton_poi_fused__to_copy_select_4 0.23% 14.249ms 0.31% 18.999ms 15.832us 1.941ms 0.08% 1.941ms 1.617us 0 B 0 B 0 B 0 B 1200
triton_poi_fused__to_copy_select_4 0.00% 0.000us 0.00% 0.000us 0.000us 1.941ms 0.08% 1.941ms 1.617us 0 B 0 B 0 B 0 B 1200
triton_poi_fused_add_mul_split_unsqueeze_view_12 0.24% 14.897ms 0.34% 20.939ms 17.449us 1.653ms 0.07% 1.653ms 1.378us 0 B 0 B 0 B 0 B 1200
triton_poi_fused_add_mul_split_unsqueeze_view_12 0.00% 0.000us 0.00% 0.000us 0.000us 1.653ms 0.07% 1.653ms 1.378us 0 B 0 B 0 B 0 B 1200
triton_poi_fused_silu_0 0.37% 22.983ms 0.57% 34.902ms 29.085us 1.550ms 0.06% 1.550ms 1.291us 0 B 0 B 0 B 0 B 1200
triton_poi_fused_silu_0 0.00% 0.000us 0.00% 0.000us 0.000us 1.550ms 0.06% 1.550ms 1.291us 0 B 0 B 0 B 0 B 1200
Memcpy DtoH (Device -> Pageable) 0.00% 0.000us 0.00% 0.000us 0.000us 1.507ms 0.06% 1.507ms 502.293us 0 B 0 B 0 B 0 B 3
aten::silu 0.02% 1.299ms 0.13% 7.884ms 78.837us 1.421ms 0.06% 1.421ms 14.213us 0 B 0 B 2.30 GB 2.30 GB 100
void at::native::vectorized_elementwise_kernel<8, at... 0.00% 0.000us 0.00% 0.000us 0.000us 1.421ms 0.06% 1.421ms 14.652us 0 B 0 B 0 B 0 B 97
triton_poi_fused__to_copy_select_5 0.28% 17.437ms 0.37% 22.799ms 18.999us 1.400ms 0.06% 1.400ms 1.167us 0 B 0 B 0 B 0 B 1200
triton_poi_fused__to_copy_select_5 0.00% 0.000us 0.00% 0.000us 0.000us 1.400ms 0.06% 1.400ms 1.167us 0 B 0 B 0 B 0 B 1200
sm90_xmma_fprop_implicit_gemm_bf16bf16_bf16f32_f32_n... 0.00% 0.000us 0.00% 0.000us 0.000us 1.366ms 0.06% 1.366ms 341.456us 0 B 0 B 0 B 0 B 4
Memcpy DtoD (Device -> Device) 0.00% 0.000us 0.00% 0.000us 0.000us 1.204ms 0.05% 1.204ms 21.124us 0 B 0 B 0 B 0 B 57
void at::native::vectorized_elementwise_kernel<8, at... 0.00% 0.000us 0.00% 0.000us 0.000us 1.150ms 0.05% 1.150ms 22.540us 0 B 0 B 0 B 0 B 51
void at::native::vectorized_elementwise_kernel<8, at... 0.00% 0.000us 0.00% 0.000us 0.000us 1.145ms 0.05% 1.145ms 22.907us 0 B 0 B 0 B 0 B 50
nvjet_sm90_tst_128x56_64x9_4x1_v_bz_splitK_TNT 0.00% 0.000us 0.00% 0.000us 0.000us 1.135ms 0.05% 1.135ms 40.528us 0 B 0 B 0 B 0 B 28
triton_poi_fused__to_copy_select_6 0.22% 13.704ms 0.30% 18.554ms 15.461us 1.115ms 0.05% 1.115ms 0.929us 0 B 0 B 0 B 0 B 1200
triton_poi_fused__to_copy_select_6 0.00% 0.000us 0.00% 0.000us 0.000us 1.115ms 0.05% 1.115ms 0.929us 0 B 0 B 0 B 0 B 1200
aten::linalg_vector_norm 0.01% 518.824us 0.01% 700.780us 23.359us 908.185us 0.04% 908.185us 30.273us 0 B 0 B 18.09 MB 18.09 MB 30
void at::native::reduce_kernel<128, 4, at::native::R... 0.00% 0.000us 0.00% 0.000us 0.000us 908.185us 0.04% 908.185us 30.273us 0 B 0 B 0 B 0 B 30
void at::native::vectorized_elementwise_kernel<8, at... 0.00% 0.000us 0.00% 0.000us 0.000us 883.807us 0.04% 883.807us 12.448us 0 B 0 B 0 B 0 B 71
aten::_upsample_nearest_exact2d 0.00% 128.346us 0.04% 2.370ms 789.954us 845.151us 0.03% 845.151us 281.717us 0 B 0 B 1.22 GB 1.22 GB 3
void at::native::(anonymous namespace)::upsample_nea... 0.00% 0.000us 0.00% 0.000us 0.000us 845.151us 0.03% 845.151us 281.717us 0 B 0 B 0 B 0 B 3
Lazy Function Loading 0.02% 991.588us 0.02% 991.588us 33.053us 767.037us 0.03% 767.037us 25.568us 0 B 0 B 0 B 0 B 30
void at::native::vectorized_elementwise_kernel<8, at... 0.00% 0.000us 0.00% 0.000us 0.000us 574.910us 0.02% 574.910us 5.636us 0 B 0 B 0 B 0 B 102
aten::cat 0.04% 2.699ms 0.49% 30.076ms 124.282us 543.933us 0.02% 543.933us 2.248us 180 B 180 B 72.96 MB 72.96 MB 242
void at::native::unrolled_elementwise_kernel<at::nat... 0.00% 0.000us 0.00% 0.000us 0.000us 511.520us 0.02% 511.520us 5.115us 0 B 0 B 0 B 0 B 100
aten::mean 0.01% 832.112us 0.70% 42.945ms 704.023us 489.025us 0.02% 489.025us 8.017us 0 B 0 B 28.50 KB 28.50 KB 61
void at::native::reduce_kernel<512, 1, at::native::R... 0.00% 0.000us 0.00% 0.000us 0.000us 489.025us 0.02% 489.025us 8.579us 0 B 0 B 0 B 0 B 57
aten::native_layer_norm 0.01% 614.819us 2.05% 125.969ms 5.249ms 405.854us 0.02% 405.854us 16.911us 0 B 0 B 480.62 MB 0 B 24
void at::native::(anonymous namespace)::vectorized_l... 0.00% 0.000us 0.00% 0.000us 0.000us 405.854us 0.02% 405.854us 20.293us 0 B 0 B 0 B 0 B 20
nvjet_sm90_tst_64x8_64x16_4x1_v_bz_bias_TNT 0.00% 0.000us 0.00% 0.000us 0.000us 379.235us 0.02% 379.235us 9.481us 0 B 0 B 0 B 0 B 40
nvjet_sm90_tst_64x8_64x16_1x2_h_bz_splitK_bias_TNT 0.00% 0.000us 0.00% 0.000us 0.000us 329.085us 0.01% 329.085us 5.877us 0 B 0 B 0 B 0 B 56
nvjet_sm90_tst_40x64_64x16_4x1_v_bz_bias_TNN 0.00% 0.000us 0.00% 0.000us 0.000us 301.244us 0.01% 301.244us 10.759us 0 B 0 B 0 B 0 B 28
Activity Buffer Request 0.15% 9.254ms 0.16% 9.760ms 1.220ms 288.799us 0.01% 1.621ms 202.611us 0 B 0 B -144.63 MB -169.10 MB 8
Buffer Flush 0.01% 568.725us 0.01% 574.312us 95.719us 288.799us 0.01% 288.799us 48.133us 0 B 0 B 70.92 MB 70.92 MB 6
nvjet_sm90_tst_32x64_64x16_4x1_v_bz_TNN 0.00% 0.000us 0.00% 0.000us 0.000us 281.247us 0.01% 281.247us 10.045us 0 B 0 B 0 B 0 B 28
void at::native::(anonymous namespace)::CatArrayBatc... 0.00% 0.000us 0.00% 0.000us 0.000us 278.046us 0.01% 278.046us 2.483us 0 B 0 B 0 B 0 B 112
nvjet_sm90_tst_384x56_64x3_2x1_v_bz_TNT 0.00% 0.000us 0.00% 0.000us 0.000us 268.384us 0.01% 268.384us 268.384us 0 B 0 B 0 B 0 B 1

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Name Self CPU % Self CPU CPU total % CPU total CPU time avg Self CUDA Self CUDA % CUDA total CUDA time avg CPU Mem Self CPU Mem CUDA Mem Self CUDA Mem # of Calls

------------------------------------------------------- ------------ ------------ ------------ ------------ ------------ ------------ ------------ ------------ ------------ ------------ ------------ ------------ ------------ ------------

pipeline_forward 0.00% 0.000us 0.00% 0.000us 0.000us 6.127s 248.82% 6.127s 6.127s 0 B 0 B 0 B 0 B 1

## Call CompiledFxGraph f4d67zy3aowatcfftnjo32yq5ugq... 0.00% 0.000us 0.00% 0.000us 0.000us 3.468s 140.81% 3.468s 2.890ms 0 B 0 B 0 B 0 B 1200

aten::addmm 4.26% 261.473ms 8.83% 541.643ms 44.310us 1.557s 63.22% 1.559s 127.516us 0 B 0 B 504.65 MB 504.65 MB 12224

nvjet_sm90_tst_256x128_64x4_1x2_h_bz_coopA_bias_TNT 0.00% 0.000us 0.00% 0.000us 0.000us 1.009s 40.97% 1.009s 278.694us 0 B 0 B 0 B 0 B 3620

nvjet_sm90_tst_192x192_64x4_2x1_v_bz_coopB_bias_TNN 0.00% 0.000us 0.00% 0.000us 0.000us 367.846ms 14.94% 367.846ms 306.538us 0 B 0 B 0 B 0 B 1200

fa3_fwd::fwd 0.76% 46.713ms 1.43% 87.833ms 73.195us 347.637ms 14.12% 348.214ms 290.179us 0 B 0 B 28.68 GB 0 B 1200

void cutlass::device_kernel<flash::enable_sm90_or_la... 0.00% 0.000us 0.00% 0.000us 0.000us 347.637ms 14.12% 347.637ms 289.697us 0 B 0 B 0 B 0 B 1200

_C::rms_norm 0.32% 19.603ms 0.73% 44.520ms 9.236us 153.533ms 6.23% 153.533ms 31.853us 0 B 0 B 0 B 0 B 4820

void vllm::rms_norm_kernel<c10::BFloat16, 8, 4>(c10:... 0.00% 0.000us 0.00% 0.000us 0.000us 153.486ms 6.23% 153.486ms 31.976us 0 B 0 B 0 B 0 B 4800

rotary_kernel 0.00% 0.000us 0.00% 0.000us 0.000us 80.712ms 3.28% 80.712ms 16.815us 0 B 0 B 0 B 0 B 4800

nvjet_sm90_tst_192x8_64x8_4x1_v_bz_bias_TNT 0.00% 0.000us 0.00% 0.000us 0.000us 79.735ms 3.24% 79.735ms 33.223us 0 B 0 B 0 B 0 B 2400

rotary_kernel_0 1.01% 62.173ms 1.20% 73.554ms 30.648us 77.377ms 3.14% 77.377ms 32.240us 0 B 0 B 0 B 0 B 2400

triton_poi_fused_gelu_view_13 0.19% 11.871ms 0.28% 17.084ms 14.237us 62.313ms 2.53% 62.313ms 51.927us 0 B 0 B 0 B 0 B 1200

triton_poi_fused_gelu_view_13 0.00% 0.000us 0.00% 0.000us 0.000us 62.313ms 2.53% 62.313ms 51.927us 0 B 0 B 0 B 0 B 1200

nvjet_sm90_tst_128x16_64x11_4x1_v_bz_bias_TNT 0.00% 0.000us 0.00% 0.000us 0.000us 51.910ms 2.11% 51.910ms 21.629us 0 B 0 B 0 B 0 B 2400

triton_red_fused__to_copy_add_mul_native_layer_norm_... 0.37% 22.898ms 0.48% 29.582ms 20.951us 43.713ms 1.78% 43.713ms 30.958us 0 B 0 B 0 B 0 B 1412

triton_red_fused__to_copy_add_mul_native_layer_norm_... 0.00% 0.000us 0.00% 0.000us 0.000us 43.713ms 1.78% 43.713ms 30.958us 0 B 0 B 0 B 0 B 1412

triton_red_fused__to_copy_add_mul_native_layer_norm_... 0.30% 18.228ms 0.39% 23.971ms 19.976us 42.211ms 1.71% 42.211ms 35.176us 0 B 0 B 0 B 0 B 1200

triton_red_fused__to_copy_add_mul_native_layer_norm_... 0.00% 0.000us 0.00% 0.000us 0.000us 42.211ms 1.71% 42.211ms 35.176us 0 B 0 B 0 B 0 B 1200

nvjet_sm90_tst_64x16_64x16_4x1_v_bz_splitK_bias_TNT 0.00% 0.000us 0.00% 0.000us 0.000us 37.084ms 1.51% 37.084ms 15.324us 0 B 0 B 0 B 0 B 2420

aten::cudnn_convolution 0.54% 33.379ms 0.60% 36.751ms 993.263us 33.559ms 1.36% 33.614ms 908.474us 0 B 0 B 2.50 GB 2.50 GB 37

triton_poi_fused_add_mul_split_unsqueeze_view_14 0.23% 14.139ms 0.33% 20.329ms 16.940us 33.078ms 1.34% 33.078ms 27.565us 0 B 0 B 0 B 0 B 1200

triton_poi_fused_add_mul_split_unsqueeze_view_14 0.00% 0.000us 0.00% 0.000us 0.000us 33.078ms 1.34% 33.078ms 27.565us 0 B 0 B 0 B 0 B 1200

triton_poi_fused__flash_attn_forward_cat_split_with_... 0.48% 29.211ms 0.63% 38.747ms 16.145us 30.863ms 1.25% 30.863ms 12.860us 0 B 0 B 0 B 0 B 2400

triton_poi_fused__flash_attn_forward_cat_split_with_... 0.00% 0.000us 0.00% 0.000us 0.000us 30.863ms 1.25% 30.863ms 12.860us 0 B 0 B 0 B 0 B 2400

triton_poi_fused__flash_attn_forward_cat_split_with_... 0.19% 11.909ms 0.27% 16.411ms 13.676us 16.031ms 0.65% 16.031ms 13.359us 0 B 0 B 0 B 0 B 1200

triton_poi_fused__flash_attn_forward_cat_split_with_... 0.00% 0.000us 0.00% 0.000us 0.000us 16.031ms 0.65% 16.031ms 13.359us 0 B 0 B 0 B 0 B 1200

sm80_xmma_fprop_implicit_gemm_bf16bf16_bf16f32_f32_n... 0.00% 0.000us 0.00% 0.000us 0.000us 11.200ms 0.45% 11.200ms 1.600ms 0 B 0 B 0 B 0 B 7

sm90_xmma_fprop_implicit_gemm_bf16bf16_bf16f32_f32_n... 0.00% 0.000us 0.00% 0.000us 0.000us 10.939ms 0.44% 10.939ms 497.214us 0 B 0 B 0 B 0 B 22

aten::fill_ 0.03% 1.558ms 0.06% 3.412ms 7.667us 8.065ms 0.33% 8.065ms 18.123us 0 B 0 B 0 B 0 B 445

void cudnn::engines_precompiled::nchwToNhwcKernel<__... 0.00% 0.000us 0.00% 0.000us 0.000us 7.586ms 0.31% 7.586ms 116.713us 0 B 0 B 0 B 0 B 65

aten::copy_ 0.24% 14.893ms 0.74% 45.714ms 16.268us 7.068ms 0.29% 7.085ms 2.521us 0 B -104 B 0 B 0 B 2810

void cublasLt::splitKreduce_kernel<32, 16, int, floa... 0.00% 0.000us 0.00% 0.000us 0.000us 5.995ms 0.24% 5.995ms 2.402us 0 B 0 B 0 B 0 B 2496

void at::native::vectorized_elementwise_kernel<4, at... 0.00% 0.000us 0.00% 0.000us 0.000us 5.888ms 0.24% 5.888ms 14.292us 0 B 0 B 0 B 0 B 412

aten::mul 0.09% 5.326ms 1.96% 120.062ms 255.452us 5.436ms 0.22% 5.436ms 11.567us 80 B 76 B 5.13 GB 5.13 GB 470

void at::native::elementwise_kernel<128, 4, at::nati... 0.00% 0.000us 0.00% 0.000us 0.000us 4.438ms 0.18% 4.438ms 38.925us 0 B 0 B 0 B 0 B 114

void at::native::elementwise_kernel<128, 4, at::nati... 0.00% 0.000us 0.00% 0.000us 0.000us 4.031ms 0.16% 4.031ms 18.408us 0 B 0 B 0 B 0 B 219

Memset (Device) 0.00% 0.000us 0.00% 0.000us 0.000us 3.978ms 0.16% 3.978ms 0.822us 0 B 0 B 0 B 0 B 4838

triton_red_fused__to_copy_add_mul_native_layer_norm_... 0.27% 16.489ms 0.35% 21.593ms 17.994us 3.936ms 0.16% 3.936ms 3.280us 0 B 0 B 0 B 0 B 1200

triton_red_fused__to_copy_add_mul_native_layer_norm_... 0.00% 0.000us 0.00% 0.000us 0.000us 3.936ms 0.16% 3.936ms 3.280us 0 B 0 B 0 B 0 B 1200

aten::mm 0.30% 18.500ms 0.70% 43.069ms 328.769us 3.798ms 0.15% 4.157ms 31.736us 0 B 0 B 137.77 MB 137.77 MB 131

aten::add_ 0.01% 395.160us 0.01% 589.008us 15.919us 3.644ms 0.15% 3.644ms 98.485us 0 B 0 B 0 B 0 B 37

triton_red_fused__to_copy_add_mul_native_layer_norm_... 0.24% 14.491ms 0.32% 19.493ms 16.244us 3.369ms 0.14% 3.369ms 2.807us 0 B 0 B 0 B 0 B 1200

triton_red_fused__to_copy_add_mul_native_layer_norm_... 0.00% 0.000us 0.00% 0.000us 0.000us 3.369ms 0.14% 3.369ms 2.807us 0 B 0 B 0 B 0 B 1200

rotary_kernel_1 0.78% 47.696ms 0.97% 59.695ms 24.873us 3.335ms 0.14% 3.335ms 1.390us 0 B 0 B 0 B 0 B 2400

void at::native::elementwise_kernel<128, 4, at::nati... 0.00% 0.000us 0.00% 0.000us 0.000us 3.290ms 0.13% 3.290ms 96.759us 0 B 0 B 0 B 0 B 34

aten::div 0.01% 821.481us 0.02% 1.277ms 17.987us 3.275ms 0.13% 3.275ms 46.126us 0 B 0 B 2.26 GB 2.26 GB 71

void at::native::elementwise_kernel<128, 4, at::nati... 0.00% 0.000us 0.00% 0.000us 0.000us 3.231ms 0.13% 3.231ms 104.238us 0 B 0 B 0 B 0 B 31

aten::add 0.06% 3.938ms 1.32% 81.067ms 260.666us 2.964ms 0.12% 2.964ms 9.530us 48 B 48 B 3.84 GB 3.84 GB 311

triton_poi_fused__to_copy_select_3 0.30% 18.487ms 0.39% 23.861ms 19.884us 2.961ms 0.12% 2.961ms 2.467us 0 B 0 B 0 B 0 B 1200

triton_poi_fused__to_copy_select_3 0.00% 0.000us 0.00% 0.000us 0.000us 2.961ms 0.12% 2.961ms 2.467us 0 B 0 B 0 B 0 B 1200

aten::_efficient_attention_forward 0.00% 26.589us 0.00% 72.743us 72.743us 2.582ms 0.10% 2.582ms 2.582ms 16 B 0 B 12.00 MB -24.00 MB 1

fmha_cutlassF_bf16_aligned_32x128_gmem_sm80(PyTorchM... 0.00% 0.000us 0.00% 0.000us 0.000us 2.582ms 0.10% 2.582ms 2.582ms 0 B 0 B 0 B 0 B 1

void cudnn::engines_precompiled::nhwcToNchwKernel<__... 0.00% 0.000us 0.00% 0.000us 0.000us 2.373ms 0.10% 2.373ms 71.905us 0 B 0 B 0 B 0 B 33

void at::native::vectorized_elementwise_kernel<8, at... 0.00% 0.000us 0.00% 0.000us 0.000us 2.176ms 0.09% 2.176ms 72.518us 0 B 0 B 0 B 0 B 30

nvjet_sm90_tst_192x56_64x6_4x1_v_bz_TNT 0.00% 0.000us 0.00% 0.000us 0.000us 2.049ms 0.08% 2.049ms 36.595us 0 B 0 B 0 B 0 B 56

triton_poi_fused_gelu_view_11 0.21% 12.972ms 0.29% 18.099ms 15.082us 1.968ms 0.08% 1.968ms 1.640us 0 B 0 B 0 B 0 B 1200

triton_poi_fused_gelu_view_11 0.00% 0.000us 0.00% 0.000us 0.000us 1.968ms 0.08% 1.968ms 1.640us 0 B 0 B 0 B 0 B 1200

triton_poi_fused__to_copy_select_4 0.23% 14.249ms 0.31% 18.999ms 15.832us 1.941ms 0.08% 1.941ms 1.617us 0 B 0 B 0 B 0 B 1200

triton_poi_fused__to_copy_select_4 0.00% 0.000us 0.00% 0.000us 0.000us 1.941ms 0.08% 1.941ms 1.617us 0 B 0 B 0 B 0 B 1200

triton_poi_fused_add_mul_split_unsqueeze_view_12 0.24% 14.897ms 0.34% 20.939ms 17.449us 1.653ms 0.07% 1.653ms 1.378us 0 B 0 B 0 B 0 B 1200

triton_poi_fused_add_mul_split_unsqueeze_view_12 0.00% 0.000us 0.00% 0.000us 0.000us 1.653ms 0.07% 1.653ms 1.378us 0 B 0 B 0 B 0 B 1200

triton_poi_fused_silu_0 0.37% 22.983ms 0.57% 34.902ms 29.085us 1.550ms 0.06% 1.550ms 1.291us 0 B 0 B 0 B 0 B 1200

triton_poi_fused_silu_0 0.00% 0.000us 0.00% 0.000us 0.000us 1.550ms 0.06% 1.550ms 1.291us 0 B 0 B 0 B 0 B 1200

Memcpy DtoH (Device -> Pageable) 0.00% 0.000us 0.00% 0.000us 0.000us 1.507ms 0.06% 1.507ms 502.293us 0 B 0 B 0 B 0 B 3

aten::silu 0.02% 1.299ms 0.13% 7.884ms 78.837us 1.421ms 0.06% 1.421ms 14.213us 0 B 0 B 2.30 GB 2.30 GB 100

void at::native::vectorized_elementwise_kernel<8, at... 0.00% 0.000us 0.00% 0.000us 0.000us 1.421ms 0.06% 1.421ms 14.652us 0 B 0 B 0 B 0 B 97

triton_poi_fused__to_copy_select_5 0.28% 17.437ms 0.37% 22.799ms 18.999us 1.400ms 0.06% 1.400ms 1.167us 0 B 0 B 0 B 0 B 1200

triton_poi_fused__to_copy_select_5 0.00% 0.000us 0.00% 0.000us 0.000us 1.400ms 0.06% 1.400ms 1.167us 0 B 0 B 0 B 0 B 1200

sm90_xmma_fprop_implicit_gemm_bf16bf16_bf16f32_f32_n... 0.00% 0.000us 0.00% 0.000us 0.000us 1.366ms 0.06% 1.366ms 341.456us 0 B 0 B 0 B 0 B 4

Memcpy DtoD (Device -> Device) 0.00% 0.000us 0.00% 0.000us 0.000us 1.204ms 0.05% 1.204ms 21.124us 0 B 0 B 0 B 0 B 57

void at::native::vectorized_elementwise_kernel<8, at... 0.00% 0.000us 0.00% 0.000us 0.000us 1.150ms 0.05% 1.150ms 22.540us 0 B 0 B 0 B 0 B 51

void at::native::vectorized_elementwise_kernel<8, at... 0.00% 0.000us 0.00% 0.000us 0.000us 1.145ms 0.05% 1.145ms 22.907us 0 B 0 B 0 B 0 B 50

nvjet_sm90_tst_128x56_64x9_4x1_v_bz_splitK_TNT 0.00% 0.000us 0.00% 0.000us 0.000us 1.135ms 0.05% 1.135ms 40.528us 0 B 0 B 0 B 0 B 28

triton_poi_fused__to_copy_select_6 0.22% 13.704ms 0.30% 18.554ms 15.461us 1.115ms 0.05% 1.115ms 0.929us 0 B 0 B 0 B 0 B 1200

triton_poi_fused__to_copy_select_6 0.00% 0.000us 0.00% 0.000us 0.000us 1.115ms 0.05% 1.115ms 0.929us 0 B 0 B 0 B 0 B 1200

aten::linalg_vector_norm 0.01% 518.824us 0.01% 700.780us 23.359us 908.185us 0.04% 908.185us 30.273us 0 B 0 B 18.09 MB 18.09 MB 30

void at::native::reduce_kernel<128, 4, at::native::R... 0.00% 0.000us 0.00% 0.000us 0.000us 908.185us 0.04% 908.185us 30.273us 0 B 0 B 0 B 0 B 30

void at::native::vectorized_elementwise_kernel<8, at... 0.00% 0.000us 0.00% 0.000us 0.000us 883.807us 0.04% 883.807us 12.448us 0 B 0 B 0 B 0 B 71

aten::_upsample_nearest_exact2d 0.00% 128.346us 0.04% 2.370ms 789.954us 845.151us 0.03% 845.151us 281.717us 0 B 0 B 1.22 GB 1.22 GB 3

void at::native::(anonymous namespace)::upsample_nea... 0.00% 0.000us 0.00% 0.000us 0.000us 845.151us 0.03% 845.151us 281.717us 0 B 0 B 0 B 0 B 3

Lazy Function Loading 0.02% 991.588us 0.02% 991.588us 33.053us 767.037us 0.03% 767.037us 25.568us 0 B 0 B 0 B 0 B 30

void at::native::vectorized_elementwise_kernel<8, at... 0.00% 0.000us 0.00% 0.000us 0.000us 574.910us 0.02% 574.910us 5.636us 0 B 0 B 0 B 0 B 102

aten::cat 0.04% 2.699ms 0.49% 30.076ms 124.282us 543.933us 0.02% 543.933us 2.248us 180 B 180 B 72.96 MB 72.96 MB 242

void at::native::unrolled_elementwise_kernel<at::nat... 0.00% 0.000us 0.00% 0.000us 0.000us 511.520us 0.02% 511.520us 5.115us 0 B 0 B 0 B 0 B 100

aten::mean 0.01% 832.112us 0.70% 42.945ms 704.023us 489.025us 0.02% 489.025us 8.017us 0 B 0 B 28.50 KB 28.50 KB 61

void at::native::reduce_kernel<512, 1, at::native::R... 0.00% 0.000us 0.00% 0.000us 0.000us 489.025us 0.02% 489.025us 8.579us 0 B 0 B 0 B 0 B 57

aten::native_layer_norm 0.01% 614.819us 2.05% 125.969ms 5.249ms 405.854us 0.02% 405.854us 16.911us 0 B 0 B 480.62 MB 0 B 24

void at::native::(anonymous namespace)::vectorized_l... 0.00% 0.000us 0.00% 0.000us 0.000us 405.854us 0.02% 405.854us 20.293us 0 B 0 B 0 B 0 B 20

nvjet_sm90_tst_64x8_64x16_4x1_v_bz_bias_TNT 0.00% 0.000us 0.00% 0.000us 0.000us 379.235us 0.02% 379.235us 9.481us 0 B 0 B 0 B 0 B 40

nvjet_sm90_tst_64x8_64x16_1x2_h_bz_splitK_bias_TNT 0.00% 0.000us 0.00% 0.000us 0.000us 329.085us 0.01% 329.085us 5.877us 0 B 0 B 0 B 0 B 56

nvjet_sm90_tst_40x64_64x16_4x1_v_bz_bias_TNN 0.00% 0.000us 0.00% 0.000us 0.000us 301.244us 0.01% 301.244us 10.759us 0 B 0 B 0 B 0 B 28

Activity Buffer Request 0.15% 9.254ms 0.16% 9.760ms 1.220ms 288.799us 0.01% 1.621ms 202.611us 0 B 0 B -144.63 MB -169.10 MB 8

Buffer Flush 0.01% 568.725us 0.01% 574.312us 95.719us 288.799us 0.01% 288.799us 48.133us 0 B 0 B 70.92 MB 70.92 MB 6

nvjet_sm90_tst_32x64_64x16_4x1_v_bz_TNN 0.00% 0.000us 0.00% 0.000us 0.000us 281.247us 0.01% 281.247us 10.045us 0 B 0 B 0 B 0 B 28

void at::native::(anonymous namespace)::CatArrayBatc... 0.00% 0.000us 0.00% 0.000us 0.000us 278.046us 0.01% 278.046us 2.483us 0 B 0 B 0 B 0 B 112

nvjet_sm90_tst_384x56_64x3_2x1_v_bz_TNT 0.00% 0.000us 0.00% 0.000us 0.000us 268.384us 0.01% 268.384us 268.384us 0 B 0 B 0 B 0 B 1