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Aryan Singh committed 2026-06-07 14:30:55 -05:00
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test_gpt2_nsys_prof_req_2.out
+71 -79
View File
@@ -4,111 +4,103 @@ Batch Size: 4
Sequence Length: 64
GPT2 - Allocated 221 MiB for activations
test-gpt2 - Printing 10 Expected vs Actual Logits:
-43.431618, -43.431801
-39.836346, -39.836525
-43.065910, -43.066086
-42.828045, -42.828217
-43.529541, -43.529724
-44.318398, -44.318581
-41.227425, -41.227596
-41.270760, -41.270927
-42.541393, -42.541595
-42.394997, -42.395184
---------------- Logits OK! (max err 0.000069, RMSE 0.000002) ----------------
-43.431618, -43.363079
-39.836346, -39.774330
-43.065910, -43.004066
-42.828045, -42.763325
-43.529541, -43.461735
-44.318398, -44.251251
-41.227425, -41.161076
-41.270760, -41.205547
-42.541393, -42.472733
-42.394997, -42.328682
---------------- Logits OK! (max err 0.036241, RMSE 0.001194) ----------------
_________________________ All tests passed! _________________________
Collecting data...
Generating '/tmp/nsys-report-e25f.qdstrm'
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Generating '/tmp/nsys-report-c9b3.qdstrm'
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[3/8] Executing 'nvtx_sum' stats report
[4/8] Executing 'osrt_sum' stats report
Time (%) Total Time (ns) Num Calls Avg (ns) Med (ns) Min (ns) Max (ns) StdDev (ns) Name
-------- --------------- --------- ---------- ---------- -------- --------- ----------- ----------------------
62.0 680717261 17 40042191.8 10065417.0 1532 100136863 44760103.1 poll
14.8 162110818 38 4266074.2 6131.0 3496 161029552 26117864.7 fopen
11.0 120373004 6 20062167.3 89457.5 6833 95159843 38120924.5 fread
10.4 114685549 591 194053.4 23404.0 1032 22556281 980200.7 ioctl
0.8 9116342 1 9116342.0 9116342.0 9116342 9116342 0.0 pthread_cond_broadcast
0.4 3892842 32 121651.3 2144.0 1353 3504445 619781.4 fclose
0.2 2358791 25 94351.6 8787.0 6392 1637323 324262.9 mmap64
0.2 1996705 1 1996705.0 1996705.0 1996705 1996705 0.0 pthread_cond_wait
0.2 1950609 10 195060.9 27181.0 22051 798313 285177.5 write
0.1 591677 17 34804.5 5981.0 1893 395630 94748.6 mmap
0.0 362288 2 181144.0 181144.0 171561 190727 13552.4 pthread_create
0.0 322858 55 5870.1 5861.0 2314 14327 2395.2 open64
0.0 76734 1 76734.0 76734.0 76734 76734 0.0 fgets
0.0 62457 1 62457.0 62457.0 62457 62457 0.0 fflush
0.0 40205 6 6700.8 6922.5 3527 9608 2269.3 open
0.0 38922 8 4865.3 5074.5 2765 7153 1707.3 munmap
0.0 19787 3 6595.7 7844.0 3657 8286 2554.5 pipe2
0.0 18904 10 1890.4 1623.0 1012 3516 882.0 read
0.0 15960 2 7980.0 7980.0 5100 10860 4072.9 socket
0.0 11101 1 11101.0 11101.0 11101 11101 0.0 connect
0.0 6472 1 6472.0 6472.0 6472 6472 0.0 fopen64
0.0 3417 2 1708.5 1708.5 1393 2024 446.2 fwrite
0.0 1593 1 1593.0 1593.0 1593 1593 0.0 bind
Time (%) Total Time (ns) Num Calls Avg (ns) Med (ns) Min (ns) Max (ns) StdDev (ns) Name
-------- --------------- --------- ----------- ----------- -------- --------- ----------- ---------------------
54.7 1713974843 27 63480549.7 100113755.0 1193 108696839 46506883.0 poll
36.4 1138051148 6 189675191.3 15085903.5 7013 820460548 328760934.6 fread
4.9 153194333 595 257469.5 22662.0 1032 18701261 996184.4 ioctl
3.8 118955136 38 3130398.3 6247.0 3576 118016722 19140872.4 fopen
0.1 2406150 25 96246.0 8916.0 6703 1662941 329260.7 mmap64
0.1 1648944 10 164894.4 30456.5 21350 809013 285878.4 write
0.0 781242 32 24413.8 2209.0 1333 381844 85901.8 fclose
0.0 578514 17 34030.2 4980.0 2104 377536 90206.1 mmap
0.0 413214 2 206607.0 206607.0 163236 249978 61335.9 pthread_create
0.0 322402 55 5861.9 5991.0 2354 11190 2184.1 open64
0.0 76614 1 76614.0 76614.0 76614 76614 0.0 fgets
0.0 61595 1 61595.0 61595.0 61595 61595 0.0 fflush
0.0 43209 8 5401.1 4368.0 2996 11862 2985.1 munmap
0.0 38103 6 6350.5 6252.0 3076 10069 2427.2 open
0.0 24296 3 8098.7 7855.0 3567 12874 4658.3 pipe2
0.0 18094 9 2010.4 1663.0 1032 3627 895.0 read
0.0 16701 2 8350.5 8350.5 5090 11611 4611.0 socket
0.0 11391 1 11391.0 11391.0 11391 11391 0.0 connect
0.0 6843 1 6843.0 6843.0 6843 6843 0.0 fopen64
0.0 3707 2 1853.5 1853.5 1453 2254 566.4 fwrite
0.0 2465 1 2465.0 2465.0 2465 2465 0.0 bind
0.0 2114 2 1057.0 1057.0 1042 1072 21.2 fcntl
0.0 1062 1 1062.0 1062.0 1062 1062 0.0 listen
0.0 1042 1 1042.0 1042.0 1042 1042 0.0 pthread_mutex_trylock
[5/8] Executing 'cuda_api_sum' stats report
Time (%) Total Time (ns) Num Calls Avg (ns) Med (ns) Min (ns) Max (ns) StdDev (ns) Name
-------- --------------- --------- ---------- ---------- -------- -------- ----------- ---------------------------------
61.4 51907511 3 17302503.7 15637119.0 21119 36249273 18171403.8 cudaMemcpy
18.9 15960434 4 3990108.5 3249843.5 1031059 8429688 3147630.5 cuLibraryLoadData
6.1 5177442 12 431453.5 6161.5 191 1837587 621479.2 cudaFree
5.7 4819182 1347 3577.7 3086.0 2835 335788 9243.6 cudaLaunchKernel
2.9 2489386 1 2489386.0 2489386.0 2489386 2489386 0.0 cudaFreeHost
1.7 1448309 1 1448309.0 1448309.0 1448309 1448309 0.0 cudaGetDeviceProperties_v2_v12000
1.6 1383518 1 1383518.0 1383518.0 1383518 1383518 0.0 cudaMallocHost
0.9 766724 6 127787.3 123215.5 3447 318305 118859.5 cudaMalloc
0.2 160077 838 191.0 151.0 70 6683 242.2 cuGetProcAddress_v2
0.2 139420 48 2904.6 2500.0 2184 13164 1581.6 cudaMemsetAsync
0.2 137165 48 2857.6 2690.0 1974 12383 1519.2 cudaEventRecord
0.0 35015 1 35015.0 35015.0 35015 35015 0.0 cudaMemset
0.0 30347 4 7586.8 7734.0 6913 7966 469.4 cuLibraryGetKernel
0.0 27345 240 113.9 90.0 69 1262 81.3 cuStreamGetCaptureInfo_v2
0.0 17219 18 956.6 300.0 260 7834 1819.2 cudaEventCreateWithFlags
0.0 12852 4 3213.0 2549.5 991 6762 2485.5 cudaDeviceSynchronize
0.0 8116 18 450.9 301.0 211 2675 566.0 cudaEventDestroy
0.0 5371 4 1342.8 1343.0 1172 1513 139.5 cuInit
0.0 3317 1 3317.0 3317.0 3317 3317 0.0 cudaEventQuery
0.0 1322 3 440.7 180.0 130 1012 495.4 cuModuleGetLoadingMode
0.0 872 2 436.0 436.0 211 661 318.2 cudaGetDriverEntryPoint_v11030
75.3 55764098 3 18588032.7 18908389.0 17473 36838236 18412471.8 cudaMemcpy
13.8 10194027 12 849502.3 11000.0 180 5616656 1649151.5 cudaFree
3.3 2407413 1 2407413.0 2407413.0 2407413 2407413 0.0 cudaFreeHost
2.2 1633015 1 1633015.0 1633015.0 1633015 1633015 0.0 cudaGetDeviceProperties_v2_v12000
1.8 1328725 1 1328725.0 1328725.0 1328725 1328725 0.0 cudaMallocHost
1.5 1095220 171 6404.8 3026.0 2846 406250 31186.8 cudaLaunchKernel
1.1 837937 6 139656.2 131245.5 4819 364852 133988.9 cudaMalloc
0.6 426397 18 23688.7 295.0 260 416068 97927.8 cudaEventCreateWithFlags
0.3 225714 838 269.3 180.0 90 44584 1538.5 cuGetProcAddress_v2
0.1 59281 1 59281.0 59281.0 59281 59281 0.0 cudaMemset
0.0 21260 4 5315.0 3978.0 1162 12142 4779.4 cudaDeviceSynchronize
0.0 9335 18 518.6 290.5 210 3466 760.8 cudaEventDestroy
0.0 5982 4 1495.5 1513.0 1293 1663 172.9 cuInit
0.0 1283 2 641.5 641.5 261 1022 538.1 cudaGetDriverEntryPoint_v11030
0.0 1233 3 411.0 131.0 90 1012 520.9 cuModuleGetLoadingMode
[6/8] Executing 'cuda_gpu_kern_sum' stats report
Time (%) Total Time (ns) Instances Avg (ns) Med (ns) Min (ns) Max (ns) StdDev (ns) Name
-------- --------------- --------- -------- -------- -------- -------- ----------- ----------------------------------------------------------------------------------------------------
25.6 4083613 25 163344.5 163744.0 158464 166208 2004.3 layernorm_forward_kernel(float *, float *, float *, const float *, const float *, const float *, in…
22.8 3644222 576 6326.8 6336.0 6144 6592 79.1 ampere_sgemm_32x128_nn
16.8 2675550 25 107022.0 78560.0 60384 1000383 186333.0 ampere_sgemm_128x64_tn
15.9 2535902 576 4402.6 4384.0 4352 4864 60.7 ampere_sgemm_32x32_sliced1x4_tn
10.0 1591582 12 132631.8 133168.0 129568 134783 1430.5 ampere_sgemm_64x64_tn
2.4 390976 12 32581.3 32528.0 32384 32928 170.9 ampere_sgemm_64x32_sliced1x4_tn
1.4 223072 12 18589.3 18560.0 18528 18848 90.0 gelu_forward_kernel(float *, const float *, int)
1.4 219968 48 4582.7 4288.0 2848 7616 1622.8 bias_add_kernel(float *, const float *, int, int)
1.4 217344 12 18112.0 18000.0 17920 19200 353.5 softmax_forward_kernel(float *, float, const float *, int, int)
0.9 142080 24 5920.0 5952.0 5632 6240 265.2 residual_forward_kernel(float *, float *, float *, int)
0.6 89376 1 89376.0 89376.0 89376 89376 0.0 encoder_forward_kernel(float *, const int *, const float *, const float *, int, int, int)
0.5 84511 12 7042.6 7008.0 6976 7392 112.9 permute_kernel(float *, float *, float *, const float *, int, int, int, int)
0.4 70944 12 5912.0 5888.0 5824 6016 62.7 unpermute_kernel(float *, float *, int, int, int, int)
90.7 10611176 49 216554.6 162239.0 77280 2391507 328408.1 matmul_forward_kernel(float *, const float *, const float *, const float *, int, int, int, int)
1.9 226655 12 18887.9 18880.0 18784 18944 41.2 gelu_forward_kernel(float *, const float *, int)
1.2 145759 24 6073.3 6080.0 5663 6528 378.6 residual_forward_kernel(float *, float *, float *, int)
1.2 141087 12 11757.3 11728.0 11648 12000 97.8 softmax_forward_kernel(float *, float, const float *, int, int)
1.1 131199 25 5248.0 5088.0 4672 5984 440.1 layernorm_forward_kernel(float *, float *, float *, const float *, const float *, const float *, in…
0.9 99744 12 8312.0 8288.0 8224 8448 62.7 attention_v_kernel(float *, float *, float *, int, int, int, int)
0.8 95968 12 7997.3 7968.0 7904 8160 72.8 preattention_scores_kernel(float *, float *, int, int, int, int, float *)
0.8 94622 12 7885.2 7856.0 7648 8255 167.1 permute_kernel(float *, float *, float *, const float *, int, int, int, int)
0.7 86176 1 86176.0 86176.0 86176 86176 0.0 encoder_forward_kernel(float *, const int *, const float *, const float *, int, int, int)
0.6 70623 12 5885.3 5888.0 5856 5920 21.2 unpermute_kernel(float *, float *, int, int, int, int)
[7/8] Executing 'cuda_gpu_mem_time_sum' stats report
Time (%) Total Time (ns) Count Avg (ns) Med (ns) Min (ns) Max (ns) StdDev (ns) Operation
-------- --------------- ----- ---------- ---------- -------- -------- ----------- ----------------------------
81.3 36158470 2 18079235.0 18079235.0 832 36157638 25566722.7 [CUDA memcpy Host-to-Device]
17.6 7821051 1 7821051.0 7821051.0 7821051 7821051 0.0 [CUDA memcpy Device-to-Host]
1.1 473504 49 9663.3 1184.0 480 407616 58036.0 [CUDA memset]
81.9 36690814 2 18345407.0 18345407.0 864 36689950 25943101.5 [CUDA memcpy Host-to-Device]
17.2 7698135 1 7698135.0 7698135.0 7698135 7698135 0.0 [CUDA memcpy Device-to-Host]
0.9 407997 1 407997.0 407997.0 407997 407997 0.0 [CUDA memset]
[8/8] Executing 'cuda_gpu_mem_size_sum' stats report
Total (MB) Count Avg (MB) Med (MB) Min (MB) Max (MB) StdDev (MB) Operation
---------- ----- -------- -------- -------- -------- ----------- ----------------------------
497.905 2 248.952 248.952 0.001 497.904 352.070 [CUDA memcpy Host-to-Device]
232.407 49 4.743 0.000 0.000 232.392 33.199 [CUDA memset]
232.392 1 232.392 232.392 232.392 232.392 0.000 [CUDA memset]
51.511 1 51.511 51.511 51.511 51.511 0.000 [CUDA memcpy Device-to-Host]
Generated:
/u/asingh41/sp26_ece408_Temperature1.5/report7.nsys-rep
/u/asingh41/sp26_ece408_Temperature1.5/report7.sqlite
/u/asingh41/sp26_ece408_Temperature1.5/report8.nsys-rep
/u/asingh41/sp26_ece408_Temperature1.5/report8.sqlite