Upload sdxl-fast-benchmarking-938574.out with huggingface_hub

sdxl-fast-benchmarking-938574.out

@@ -2,8 +2,8 @@
 ++ alias 'idlenodes=sinfo --Node --long | grep idle | wc -l'
 ++ alias 'devnode=srun --nodes=1 --cpus-per-task=96 --gres=gpu:8 --exclusive --partition=dev-cluster --pty bash'
 ++ alias 'myjobs=squeue --format="%.18i %.9P %.50j %.8u %.8T %.10M %.9l %.6D %R" --me'
-++ export PATH=/opt/slurm/bin:/opt/slurm/sbin:/admin/home/sayak/miniconda3/bin:/opt/slurm/bin:/opt/slurm/sbin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin:/snap/bin
-++ PATH=/opt/slurm/bin:/opt/slurm/sbin:/admin/home/sayak/miniconda3/bin:/opt/slurm/bin:/opt/slurm/sbin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin:/snap/bin
+++ export PATH=/opt/slurm/bin:/opt/slurm/sbin:/admin/home/sayak/miniconda3/envs/diffusers/bin:/opt/slurm/bin:/opt/slurm/sbin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin:/snap/bin
+++ PATH=/opt/slurm/bin:/opt/slurm/sbin:/admin/home/sayak/miniconda3/envs/diffusers/bin:/opt/slurm/bin:/opt/slurm/sbin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin:/snap/bin
 ++ case $- in
 ++ return
 + source /admin/home/sayak/miniconda3/etc/profile.d/conda.sh
@@ -28,10 +28,10 @@
 + ask_conda='PS1='\''(/fsx/sayak) '\''
 export PATH='\''/opt/slurm/bin:/opt/slurm/sbin:/fsx/sayak/bin:/opt/slurm/bin:/opt/slurm/sbin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin:/snap/bin'\''
 export CONDA_PREFIX='\''/fsx/sayak'\''
-export CONDA_SHLVL='\''2'\''
+export CONDA_SHLVL='\''4'\''
 export CONDA_DEFAULT_ENV='\''/fsx/sayak'\''
 export CONDA_PROMPT_MODIFIER='\''(/fsx/sayak) '\''
-export CONDA_PREFIX_1='\''/admin/home/sayak/miniconda3'\''
+export CONDA_PREFIX_3='\''/admin/home/sayak/miniconda3/envs/diffusers'\''
 export CONDA_EXE='\''/admin/home/sayak/miniconda3/bin/conda'\''
 export _CE_M='\'''\''
 export _CE_CONDA='\'''\''
@@ -39,10 +39,10 @@ export CONDA_PYTHON_EXE='\''/admin/home/sayak/miniconda3/bin/python'\'''
 + eval 'PS1='\''(/fsx/sayak) '\''
 export PATH='\''/opt/slurm/bin:/opt/slurm/sbin:/fsx/sayak/bin:/opt/slurm/bin:/opt/slurm/sbin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin:/snap/bin'\''
 export CONDA_PREFIX='\''/fsx/sayak'\''
-export CONDA_SHLVL='\''2'\''
+export CONDA_SHLVL='\''4'\''
 export CONDA_DEFAULT_ENV='\''/fsx/sayak'\''
 export CONDA_PROMPT_MODIFIER='\''(/fsx/sayak) '\''
-export CONDA_PREFIX_1='\''/admin/home/sayak/miniconda3'\''
+export CONDA_PREFIX_3='\''/admin/home/sayak/miniconda3/envs/diffusers'\''
 export CONDA_EXE='\''/admin/home/sayak/miniconda3/bin/conda'\''
 export _CE_M='\'''\''
 export _CE_CONDA='\'''\''
@@ -52,14 +52,14 @@ export CONDA_PYTHON_EXE='\''/admin/home/sayak/miniconda3/bin/python'\'''
 ++ PATH=/opt/slurm/bin:/opt/slurm/sbin:/fsx/sayak/bin:/opt/slurm/bin:/opt/slurm/sbin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin:/snap/bin
 ++ export CONDA_PREFIX=/fsx/sayak
 ++ CONDA_PREFIX=/fsx/sayak
-++ export CONDA_SHLVL=2
-++ CONDA_SHLVL=2
+++ export CONDA_SHLVL=4
+++ CONDA_SHLVL=4
 ++ export CONDA_DEFAULT_ENV=/fsx/sayak
 ++ CONDA_DEFAULT_ENV=/fsx/sayak
 ++ export 'CONDA_PROMPT_MODIFIER=(/fsx/sayak) '
 ++ CONDA_PROMPT_MODIFIER='(/fsx/sayak) '
-++ export CONDA_PREFIX_1=/admin/home/sayak/miniconda3
-++ CONDA_PREFIX_1=/admin/home/sayak/miniconda3
+++ export CONDA_PREFIX_3=/admin/home/sayak/miniconda3/envs/diffusers
+++ CONDA_PREFIX_3=/admin/home/sayak/miniconda3/envs/diffusers
 ++ export CONDA_EXE=/admin/home/sayak/miniconda3/bin/conda
 ++ CONDA_EXE=/admin/home/sayak/miniconda3/bin/conda
 ++ export _CE_M=
@@ -73,8 +73,8 @@ export CONDA_PYTHON_EXE='\''/admin/home/sayak/miniconda3/bin/python'\'''
 + '[' -n '' ']'
 + hash -r
 ++ date
-+ echo 'START TIME: Wed Dec 20 10:37:04 UTC 2023'
-START TIME: Wed Dec 20 10:37:04 UTC 2023
++ echo 'START TIME: Wed Dec 20 11:30:51 UTC 2023'
+START TIME: Wed Dec 20 11:30:51 UTC 2023
 + REPO=/fsx/sayak/sdxl-fast
 + OUTPUT_DIR=/fsx/sayak/benchmarking
 + LOG_PATH=/fsx/sayak/benchmarking/main_log.txt
@@ -116,638 +116,154 @@ CUDA_VISIBLE_DEVICES=0 bash run_specific.sh
   torch.utils._pytree._register_pytree_node(
 Namespace(no_bf16=False, no_sdpa=False, batch_size=1, num_inference_steps=30, enable_fused_projections=True, upcast_vae=False, compile_unet=True, compile_vae=True, compile_mode='max-autotune', change_comp_config=True, do_quant='int8dynamic', tag='branch12-1-select')
 Using dtype: torch.bfloat16
-
+
 Enabling fused QKV projections for both UNet and VAE.
 Compile UNet
 Apply quantization to UNet
 Compile VAE
 Apply quantization to VAE
-AUTOTUNE convolution(2x4x128x128, 320x4x3x3)
-  triton_convolution_1 0.0381 ms 100.0%
-  triton_convolution_6 0.0420 ms 90.9%
-  triton_convolution_3 0.0468 ms 81.4%
-  triton_convolution_4 0.0492 ms 77.5%
-  triton_convolution_0 0.0543 ms 70.3%
-  triton_convolution_5 0.0585 ms 65.2%
-  triton_convolution_2 0.0889 ms 42.9%
-  convolution 0.1048 ms 36.4%
-SingleProcess AUTOTUNE takes 3.5672 seconds
-AUTOTUNE convolution(2x320x128x128, 320x320x3x3)
-  convolution 0.2997 ms 100.0%
-  triton_convolution_11 0.5022 ms 59.7%
-  triton_convolution_8 0.5406 ms 55.4%
-  triton_convolution_13 0.6092 ms 49.2%
-  triton_convolution_10 0.6499 ms 46.1%
-  triton_convolution_12 0.7839 ms 38.2%
-  triton_convolution_7 0.7842 ms 38.2%
-  triton_convolution_9 3.2180 ms 9.3%
-SingleProcess AUTOTUNE takes 1.3034 seconds
-AUTOTUNE int_mm(2x320, 320x1280, 2x1280)
-  triton_mm_19 0.0093 ms 100.0%
-  triton_mm_24 0.0095 ms 98.0%
-  triton_mm_22 0.0102 ms 91.2%
-  triton_mm_20 0.0104 ms 89.5%
-  triton_mm_18 0.0107 ms 87.4%
-  triton_mm_23 0.0107 ms 86.9%
-  triton_mm_16 0.0120 ms 77.6%
-  triton_mm_15 0.0123 ms 75.6%
-  triton_mm_14 0.0135 ms 68.8%
-  triton_mm_17 0.0141 ms 66.2%
-SingleProcess AUTOTUNE takes 3.2520 seconds
-AUTOTUNE int_mm(2x1280, 1280x1280, 2x1280)
-  triton_mm_35 0.0148 ms 100.0%
-  triton_mm_34 0.0153 ms 96.7%
-  triton_mm_30 0.0157 ms 94.5%
-  triton_mm_33 0.0163 ms 91.1%
-  triton_mm_31 0.0164 ms 90.1%
-  triton_mm_29 0.0182 ms 81.6%
-  triton_mm_27 0.0236 ms 62.7%
-  triton_mm_26 0.0265 ms 55.9%
-  triton_mm_28 0.0357 ms 41.5%
-  triton_mm_25 0.0362 ms 40.9%
-SingleProcess AUTOTUNE takes 1.7221 seconds
-AUTOTUNE int_mm(2x2816, 2816x1280, 2x1280)
-  triton_mm_46 0.0204 ms 100.0%
-  triton_mm_45 0.0237 ms 85.7%
-  triton_mm_41 0.0252 ms 80.7%
-  triton_mm_42 0.0274 ms 74.4%
-  triton_mm_44 0.0275 ms 74.0%
-  triton_mm_40 0.0296 ms 68.9%
-  triton_mm_38 0.0435 ms 46.7%
-  triton_mm_37 0.0474 ms 43.0%
-  triton_mm_36 0.0705 ms 28.9%
-  triton_mm_39 0.0714 ms 28.5%
-SingleProcess AUTOTUNE takes 3.2035 seconds
-AUTOTUNE int_mm(2x1280, 1280x320, 2x320)
-  triton_mm_68 0.0140 ms 100.0%
-  triton_mm_66 0.0153 ms 91.3%
-  triton_mm_67 0.0154 ms 90.7%
-  triton_mm_63 0.0159 ms 88.0%
-  triton_mm_64 0.0165 ms 84.4%
-  triton_mm_62 0.0175 ms 79.9%
-  triton_mm_60 0.0222 ms 62.9%
-  triton_mm_59 0.0254 ms 55.0%
-  triton_mm_61 0.0306 ms 45.7%
-  triton_mm_58 0.0322 ms 43.3%
-SingleProcess AUTOTUNE takes 3.1941 seconds
-AUTOTUNE convolution(2x320x128x128, 320x320x3x3)
-  convolution 0.0865 ms 100.0%
-  triton_convolution_105 0.1671 ms 51.8%
-  triton_convolution_102 0.1878 ms 46.1%
-  triton_convolution_104 0.2052 ms 42.2%
-  triton_convolution_107 0.2152 ms 40.2%
-  triton_convolution_106 0.2816 ms 30.7%
-  triton_convolution_101 0.3189 ms 27.1%
-  triton_convolution_103 1.1236 ms 7.7%
-SingleProcess AUTOTUNE takes 1.2437 seconds
-AUTOTUNE convolution(2x320x64x64, 640x320x3x3)
-  convolution 0.1388 ms 100.0%
-  triton_convolution_112 0.2545 ms 54.5%
-  triton_convolution_114 0.2952 ms 47.0%
-  triton_convolution_111 0.2996 ms 46.3%
-  triton_convolution_109 0.3422 ms 40.6%
-  triton_convolution_108 0.3506 ms 39.6%
-  triton_convolution_113 0.3815 ms 36.4%
-  triton_convolution_110 1.3486 ms 10.3%
-SingleProcess AUTOTUNE takes 1.2172 seconds
-AUTOTUNE int_mm(2x1280, 1280x640, 2x640)
-  triton_mm_125 0.0135 ms 100.0%
-  triton_mm_124 0.0151 ms 89.4%
-  triton_mm_120 0.0151 ms 89.2%
-  triton_mm_121 0.0158 ms 85.4%
-  triton_mm_123 0.0163 ms 82.9%
-  triton_mm_119 0.0167 ms 80.5%
-  triton_mm_117 0.0237 ms 56.8%
-  triton_mm_116 0.0258 ms 52.2%
-  triton_mm_118 0.0338 ms 39.8%
-  triton_mm_115 0.0352 ms 38.3%
-SingleProcess AUTOTUNE takes 3.1854 seconds
-AUTOTUNE int_mm(8192x320, 320x640, 8192x640)
-  triton_mm_134 0.0356 ms 100.0%
-  triton_mm_127 0.0409 ms 86.9%
-  triton_mm_129 0.0436 ms 81.6%
-  triton_mm_135 0.0456 ms 78.0%
-  triton_mm_126 0.0460 ms 77.3%
-  triton_mm_130 0.0493 ms 72.1%
-  triton_mm_128 0.0506 ms 70.2%
-  triton_mm_133 0.0510 ms 69.7%
-  triton_mm_132 0.0635 ms 56.0%
-  triton_mm_131 0.0695 ms 51.1%
-SingleProcess AUTOTUNE takes 5.6671 seconds
-AUTOTUNE convolution(2x640x64x64, 640x640x3x3)
-  convolution 0.2574 ms 100.0%
-  triton_convolution_141 0.4885 ms 52.7%
-  triton_convolution_140 0.5863 ms 43.9%
-  triton_convolution_143 0.6017 ms 42.8%
-  triton_convolution_138 0.6466 ms 39.8%
-  triton_convolution_137 0.7331 ms 35.1%
-  triton_convolution_142 0.7456 ms 34.5%
-  triton_convolution_139 2.6820 ms 9.6%
-SingleProcess AUTOTUNE takes 1.2689 seconds
-AUTOTUNE int_mm(8192x640, 640x640, 8192x640)
-  triton_mm_152 0.0499 ms 100.0%
-  triton_mm_153 0.0509 ms 98.0%
-  triton_mm_145 0.0537 ms 92.8%
-  triton_mm_147 0.0587 ms 84.9%
-  triton_mm_146 0.0601 ms 83.0%
-  triton_mm_148 0.0655 ms 76.1%
-  triton_mm_144 0.0659 ms 75.7%
-  triton_mm_151 0.0690 ms 72.2%
-  triton_mm_154 0.0868 ms 57.4%
-  triton_mm_150 0.1167 ms 42.7%
-SingleProcess AUTOTUNE takes 1.6357 seconds
-AUTOTUNE int_mm(8192x640, 640x1920, 8192x1920)
-  triton_mm_164 0.1187 ms 100.0%
-  triton_mm_156 0.1259 ms 94.3%
-  triton_mm_163 0.1311 ms 90.6%
-  triton_mm_158 0.1510 ms 78.6%
-  triton_mm_157 0.1537 ms 77.2%
-  triton_mm_155 0.1625 ms 73.0%
-  triton_mm_162 0.1661 ms 71.5%
-  triton_mm_159 0.1751 ms 67.8%
-  triton_mm_165 0.2067 ms 57.4%
-  triton_mm_161 0.3311 ms 35.8%
-SingleProcess AUTOTUNE takes 1.7316 seconds
-AUTOTUNE int_mm(154x2048, 2048x1280, 154x1280)
-  triton_mm_185 0.0236 ms 100.0%
-  triton_mm_183 0.0239 ms 98.6%
-  triton_mm_182 0.0338 ms 69.7%
-  triton_mm_180 0.0341 ms 69.1%
-  triton_mm_181 0.0344 ms 68.5%
-  triton_mm_178 0.0415 ms 56.8%
-  triton_mm_179 0.0434 ms 54.3%
-  triton_mm_186 0.0442 ms 53.3%
-  triton_mm_177 0.0500 ms 47.1%
-  triton_mm_187 0.0631 ms 37.3%
-SingleProcess AUTOTUNE takes 5.7210 seconds
-AUTOTUNE int_mm(8192x640, 640x5120, 8192x5120)
-  triton_mm_219 0.2701 ms 100.0%
-  triton_mm_211 0.3061 ms 88.2%
-  triton_mm_218 0.3247 ms 83.2%
-  triton_mm_212 0.3764 ms 71.8%
-  triton_mm_213 0.3787 ms 71.3%
-  triton_mm_210 0.3859 ms 70.0%
-  triton_mm_217 0.4031 ms 67.0%
-  triton_mm_214 0.4475 ms 60.4%
-  triton_mm_220 0.4856 ms 55.6%
-  triton_mm_216 0.8613 ms 31.4%
-SingleProcess AUTOTUNE takes 1.7103 seconds
-AUTOTUNE int_mm(8192x2560, 2560x640, 8192x640)
-  triton_mm_230 0.0958 ms 100.0%
-  triton_mm_229 0.1303 ms 73.5%
-  triton_mm_231 0.1342 ms 71.4%
-  triton_mm_222 0.1400 ms 68.4%
-  triton_mm_223 0.1469 ms 65.2%
-  triton_mm_224 0.1492 ms 64.2%
-  triton_mm_225 0.1527 ms 62.8%
-  triton_mm_228 0.1773 ms 54.0%
-  triton_mm_221 0.1887 ms 50.8%
-  triton_mm_227 0.3733 ms 25.7%
-SingleProcess AUTOTUNE takes 1.6669 seconds
-AUTOTUNE convolution(2x640x64x64, 640x640x3x3)
-  convolution 0.0931 ms 100.0%
-  triton_convolution_525 0.1460 ms 63.8%
-  triton_convolution_524 0.2069 ms 45.0%
-  triton_convolution_526 0.2195 ms 42.4%
-  triton_convolution_527 0.2198 ms 42.3%
-  triton_convolution_522 0.3426 ms 27.2%
-  triton_convolution_521 0.3610 ms 25.8%
-  triton_convolution_523 1.1610 ms 8.0%
-SingleProcess AUTOTUNE takes 1.2075 seconds
-AUTOTUNE convolution(2x640x32x32, 1280x640x3x3)
-  convolution 0.1568 ms 100.0%
-  triton_convolution_532 0.2982 ms 52.6%
-  triton_convolution_529 0.3360 ms 46.7%
-  triton_convolution_528 0.3731 ms 42.0%
-  triton_convolution_531 0.3875 ms 40.5%
-  triton_convolution_534 0.3953 ms 39.7%
-  triton_convolution_533 0.4120 ms 38.1%
-  triton_convolution_530 1.8112 ms 8.7%
-SingleProcess AUTOTUNE takes 1.2401 seconds
-AUTOTUNE int_mm(2048x640, 640x1280, 2048x1280)
-  triton_mm_555 0.0288 ms 100.0%
-  triton_mm_554 0.0290 ms 99.1%
-  triton_mm_547 0.0321 ms 89.5%
-  triton_mm_549 0.0346 ms 83.2%
-  triton_mm_546 0.0357 ms 80.5%
-  triton_mm_548 0.0358 ms 80.3%
-  triton_mm_550 0.0379 ms 76.0%
-  triton_mm_553 0.0419 ms 68.7%
-  triton_mm_556 0.0465 ms 61.9%
-  triton_mm_552 0.0632 ms 45.5%
-SingleProcess AUTOTUNE takes 1.6663 seconds
-AUTOTUNE convolution(2x1280x32x32, 1280x1280x3x3)
-  convolution 0.2844 ms 100.0%
-  triton_convolution_561 0.5662 ms 50.2%
-  triton_convolution_558 0.6546 ms 43.4%
-  triton_convolution_557 0.7226 ms 39.4%
-  triton_convolution_560 0.7399 ms 38.4%
-  triton_convolution_562 0.7818 ms 36.4%
-  triton_convolution_563 0.7884 ms 36.1%
-  triton_convolution_559 3.6075 ms 7.9%
-SingleProcess AUTOTUNE takes 1.2563 seconds
-AUTOTUNE int_mm(2048x1280, 1280x1280, 2048x1280)
-  triton_mm_573 0.0361 ms 100.0%
-  triton_mm_572 0.0430 ms 84.0%
-  triton_mm_565 0.0470 ms 76.9%
-  triton_mm_567 0.0503 ms 71.8%
-  triton_mm_568 0.0511 ms 70.7%
-  triton_mm_566 0.0518 ms 69.8%
-  triton_mm_574 0.0553 ms 65.3%
-  triton_mm_564 0.0581 ms 62.1%
-  triton_mm_571 0.0598 ms 60.4%
-  triton_mm_570 0.1051 ms 34.4%
-SingleProcess AUTOTUNE takes 1.6343 seconds
-AUTOTUNE int_mm(2048x1280, 1280x3840, 2048x3840)
-  triton_mm_584 0.0940 ms 100.0%
-  triton_mm_583 0.1102 ms 85.3%
-  triton_mm_576 0.1112 ms 84.6%
-  triton_mm_578 0.1244 ms 75.6%
-  triton_mm_577 0.1268 ms 74.1%
-  triton_mm_579 0.1359 ms 69.2%
-  triton_mm_575 0.1469 ms 64.0%
-  triton_mm_585 0.1491 ms 63.1%
-  triton_mm_582 0.1512 ms 62.2%
-  triton_mm_581 0.3000 ms 31.3%
-SingleProcess AUTOTUNE takes 1.6481 seconds
-AUTOTUNE int_mm(154x2048, 2048x2560, 154x2560)
-  triton_mm_605 0.0267 ms 100.0%
-  triton_mm_603 0.0332 ms 80.4%
-  triton_mm_600 0.0337 ms 79.3%
-  triton_mm_601 0.0352 ms 75.9%
-  triton_mm_598 0.0432 ms 61.8%
-  triton_mm_606 0.0437 ms 61.0%
-  triton_mm_599 0.0446 ms 59.9%
-  triton_mm_602 0.0452 ms 59.1%
-  triton_mm_597 0.0521 ms 51.2%
-  triton_mm_607 0.0629 ms 42.4%
-SingleProcess AUTOTUNE takes 5.7202 seconds
-AUTOTUNE int_mm(2048x1280, 1280x10240, 2048x10240)
-  triton_mm_639 0.1865 ms 100.0%
-  triton_mm_631 0.2675 ms 69.7%
-  triton_mm_638 0.2751 ms 67.8%
-  triton_mm_640 0.2961 ms 63.0%
-  triton_mm_632 0.3047 ms 61.2%
-  triton_mm_633 0.3129 ms 59.6%
-  triton_mm_637 0.3300 ms 56.5%
-  triton_mm_634 0.3485 ms 53.5%
-  triton_mm_630 0.3552 ms 52.5%
-  triton_mm_636 0.7754 ms 24.1%
-SingleProcess AUTOTUNE takes 1.6958 seconds
-AUTOTUNE int_mm(2048x5120, 5120x1280, 2048x1280)
-  triton_mm_650 0.0814 ms 100.0%
-  triton_mm_651 0.1011 ms 80.5%
-  triton_mm_649 0.1236 ms 65.9%
-  triton_mm_642 0.1414 ms 57.6%
-  triton_mm_644 0.1463 ms 55.6%
-  triton_mm_645 0.1467 ms 55.5%
-  triton_mm_643 0.1485 ms 54.8%
-  triton_mm_648 0.1667 ms 48.8%
-  triton_mm_641 0.1805 ms 45.1%
-  triton_mm_647 0.3627 ms 22.4%
-SingleProcess AUTOTUNE takes 1.6708 seconds
-AUTOTUNE convolution(2x2560x32x32, 1280x2560x3x3)
-  convolution 0.5562 ms 100.0%
-  triton_convolution_3019 1.1291 ms 49.3%
-  triton_convolution_3016 1.2842 ms 43.3%
-  triton_convolution_3015 1.4271 ms 39.0%
-  triton_convolution_3018 1.4580 ms 38.1%
-  triton_convolution_3020 1.5418 ms 36.1%
-  triton_convolution_3021 1.5550 ms 35.8%
-  triton_convolution_3017 7.3639 ms 7.6%
-SingleProcess AUTOTUNE takes 1.3287 seconds
-AUTOTUNE int_mm(2048x2560, 2560x1280, 2048x1280)
-  triton_mm_3042 0.0515 ms 100.0%
-  triton_mm_3041 0.0691 ms 74.6%
-  triton_mm_3043 0.0707 ms 72.9%
-  triton_mm_3034 0.0752 ms 68.5%
-  triton_mm_3036 0.0794 ms 64.9%
-  triton_mm_3035 0.0795 ms 64.8%
-  triton_mm_3037 0.0818 ms 63.0%
-  triton_mm_3040 0.0952 ms 54.1%
-  triton_mm_3033 0.0954 ms 54.0%
-  triton_mm_3039 0.1911 ms 27.0%
-SingleProcess AUTOTUNE takes 1.6249 seconds
-AUTOTUNE convolution(2x1920x32x32, 1280x1920x3x3)
-  convolution 0.4204 ms 100.0%
-  triton_convolution_4675 0.8431 ms 49.9%
-  triton_convolution_4672 0.9678 ms 43.4%
-  triton_convolution_4671 1.0726 ms 39.2%
-  triton_convolution_4674 1.0958 ms 38.4%
-  triton_convolution_4676 1.1552 ms 36.4%
-  triton_convolution_4677 1.1597 ms 36.3%
-  triton_convolution_4673 5.3808 ms 7.8%
-SingleProcess AUTOTUNE takes 1.3134 seconds
-AUTOTUNE int_mm(2048x1920, 1920x1280, 2048x1280)
-  triton_mm_4698 0.0435 ms 100.0%
-  triton_mm_4697 0.0552 ms 78.8%
-  triton_mm_4690 0.0627 ms 69.4%
-  triton_mm_4699 0.0628 ms 69.3%
-  triton_mm_4692 0.0643 ms 67.7%
-  triton_mm_4691 0.0647 ms 67.3%
-  triton_mm_4693 0.0655 ms 66.4%
-  triton_mm_4689 0.0759 ms 57.3%
-  triton_mm_4696 0.0764 ms 56.9%
-  triton_mm_4695 0.1474 ms 29.5%
-SingleProcess AUTOTUNE takes 1.6610 seconds
-AUTOTUNE convolution(2x1280x64x64, 1280x1280x3x3)
-  convolution 1.0254 ms 100.0%
-  triton_convolution_5503 1.7709 ms 57.9%
-  triton_convolution_5500 1.9837 ms 51.7%
-  triton_convolution_5502 2.1716 ms 47.2%
-  triton_convolution_5499 2.2208 ms 46.2%
-  triton_convolution_5505 2.2868 ms 44.8%
-  triton_convolution_5504 2.3198 ms 44.2%
-  triton_convolution_5501 14.4861 ms 7.1%
-SingleProcess AUTOTUNE takes 1.3895 seconds
-AUTOTUNE convolution(2x1920x64x64, 640x1920x3x3)
-  convolution 0.7763 ms 100.0%
-  triton_convolution_5510 1.5798 ms 49.1%
-  triton_convolution_5509 1.6717 ms 46.4%
-  triton_convolution_5512 1.7963 ms 43.2%
-  triton_convolution_5507 2.0007 ms 38.8%
-  triton_convolution_5506 2.1596 ms 35.9%
-  triton_convolution_5511 2.1821 ms 35.6%
-  triton_convolution_5508 11.9729 ms 6.5%
-SingleProcess AUTOTUNE takes 1.3768 seconds
-AUTOTUNE int_mm(8192x1920, 1920x640, 8192x640)
-  triton_mm_5533 0.0802 ms 100.0%
-  triton_mm_5532 0.1020 ms 78.6%
-  triton_mm_5525 0.1111 ms 72.1%
-  triton_mm_5534 0.1179 ms 68.0%
-  triton_mm_5526 0.1181 ms 67.9%
-  triton_mm_5527 0.1182 ms 67.8%
-  triton_mm_5528 0.1229 ms 65.2%
-  triton_mm_5531 0.1423 ms 56.3%
-  triton_mm_5524 0.1445 ms 55.5%
-  triton_mm_5530 0.2868 ms 28.0%
-SingleProcess AUTOTUNE takes 1.6385 seconds
-AUTOTUNE convolution(2x1280x64x64, 640x1280x3x3)
-  convolution 0.5102 ms 100.0%
-  triton_convolution_5722 0.9748 ms 52.3%
-  triton_convolution_5721 1.1086 ms 46.0%
-  triton_convolution_5724 1.1715 ms 43.6%
-  triton_convolution_5719 1.3003 ms 39.2%
-  triton_convolution_5718 1.4362 ms 35.5%
-  triton_convolution_5723 1.4988 ms 34.0%
-  triton_convolution_5720 7.3108 ms 7.0%
-SingleProcess AUTOTUNE takes 1.3254 seconds
-AUTOTUNE int_mm(8192x1280, 1280x640, 8192x640)
-  triton_mm_5745 0.0668 ms 100.0%
-  triton_mm_5744 0.0769 ms 86.8%
-  triton_mm_5737 0.0829 ms 80.5%
-  triton_mm_5739 0.0878 ms 76.1%
-  triton_mm_5738 0.0891 ms 74.9%
-  triton_mm_5740 0.0941 ms 71.0%
-  triton_mm_5746 0.1033 ms 64.7%
-  triton_mm_5736 0.1044 ms 64.0%
-  triton_mm_5743 0.1056 ms 63.2%
-  triton_mm_5742 0.2026 ms 33.0%
-SingleProcess AUTOTUNE takes 5.5975 seconds
-AUTOTUNE convolution(2x960x64x64, 640x960x3x3)
-  convolution 0.3821 ms 100.0%
-  triton_convolution_5934 0.7102 ms 53.8%
-  triton_convolution_5933 0.8387 ms 45.6%
-  triton_convolution_5936 0.8709 ms 43.9%
-  triton_convolution_5931 0.9628 ms 39.7%
-  triton_convolution_5930 1.0930 ms 35.0%
-  triton_convolution_5935 1.1126 ms 34.3%
-  triton_convolution_5932 4.0029 ms 9.5%
-SingleProcess AUTOTUNE takes 1.2730 seconds
-AUTOTUNE int_mm(8192x960, 960x640, 8192x640)
-  triton_mm_5957 0.0610 ms 100.0%
-  triton_mm_5956 0.0617 ms 98.8%
-  triton_mm_5949 0.0670 ms 91.1%
-  triton_mm_5951 0.0723 ms 84.3%
-  triton_mm_5950 0.0734 ms 83.1%
-  triton_mm_5952 0.0780 ms 78.2%
-  triton_mm_5948 0.0825 ms 73.9%
-  triton_mm_5955 0.0881 ms 69.2%
-  triton_mm_5958 0.0985 ms 61.9%
-  triton_mm_5954 0.1388 ms 44.0%
-SingleProcess AUTOTUNE takes 1.6314 seconds
-AUTOTUNE convolution(2x640x128x128, 640x640x3x3)
-  convolution 0.9342 ms 100.0%
-  triton_convolution_6145 2.2691 ms 41.2%
-  triton_convolution_6146 2.3826 ms 39.2%
-  triton_convolution_6147 2.4508 ms 38.1%
-  triton_convolution_6143 2.5166 ms 37.1%
-  triton_convolution_6148 2.5766 ms 36.3%
-  triton_convolution_6142 2.7857 ms 33.5%
-  triton_convolution_6144 16.5036 ms 5.7%
-SingleProcess AUTOTUNE takes 1.4131 seconds
-AUTOTUNE convolution(2x960x128x128, 320x960x3x3)
-  convolution 0.8692 ms 100.0%
-  triton_convolution_6153 1.8196 ms 47.8%
-  triton_convolution_6155 1.9611 ms 44.3%
-  triton_convolution_6152 2.1201 ms 41.0%
-  triton_convolution_6150 2.1387 ms 40.6%
-  triton_convolution_6149 2.4140 ms 36.0%
-  triton_convolution_6154 2.5348 ms 34.3%
-  triton_convolution_6151 12.8679 ms 6.8%
-SingleProcess AUTOTUNE takes 1.3665 seconds
-AUTOTUNE int_mm(32768x960, 960x320, 32768x320)
-  triton_mm_6175 0.1166 ms 100.0%
-  triton_mm_6169 0.1381 ms 84.5%
-  triton_mm_6176 0.1390 ms 83.9%
-  triton_mm_6171 0.1477 ms 78.9%
-  triton_mm_6168 0.1495 ms 78.0%
-  triton_mm_6170 0.1610 ms 72.4%
-  triton_mm_6167 0.1617 ms 72.1%
-  triton_mm_6174 0.1871 ms 62.3%
-  triton_mm_6177 0.1872 ms 62.3%
-  triton_mm_6173 0.2689 ms 43.4%
-SingleProcess AUTOTUNE takes 1.6544 seconds
-AUTOTUNE convolution(2x640x128x128, 320x640x3x3)
-  convolution 0.5849 ms 100.0%
-  triton_convolution_6189 1.1856 ms 49.3%
-  triton_convolution_6186 1.2868 ms 45.5%
-  triton_convolution_6191 1.3063 ms 44.8%
-  triton_convolution_6188 1.4514 ms 40.3%
-  triton_convolution_6190 1.6049 ms 36.4%
-  triton_convolution_6185 1.6312 ms 35.9%
-  triton_convolution_6187 8.2947 ms 7.1%
-SingleProcess AUTOTUNE takes 1.3267 seconds
-AUTOTUNE int_mm(32768x640, 640x320, 32768x320)
-  triton_mm_6211 0.0896 ms 100.0%
-  triton_mm_6204 0.1101 ms 81.3%
-  triton_mm_6205 0.1132 ms 79.1%
-  triton_mm_6212 0.1132 ms 79.1%
-  triton_mm_6207 0.1227 ms 73.0%
-  triton_mm_6203 0.1252 ms 71.6%
-  triton_mm_6206 0.1278 ms 70.1%
-  triton_mm_6210 0.1480 ms 60.5%
-  triton_mm_6213 0.1648 ms 54.3%
-  triton_mm_6209 0.2243 ms 39.9%
-SingleProcess AUTOTUNE takes 1.6421 seconds
-AUTOTUNE convolution(2x320x128x128, 4x320x3x3)
-  triton_convolution_6261 0.0842 ms 100.0%
-  triton_convolution_6260 0.0957 ms 88.0%
-  convolution 0.0973 ms 86.6%
-  triton_convolution_6262 0.1076 ms 78.3%
-  triton_convolution_6257 0.1353 ms 62.3%
-  triton_convolution_6258 0.1657 ms 50.8%
-  triton_convolution_6259 0.3111 ms 27.1%
-SingleProcess AUTOTUNE takes 1.0386 seconds
-AUTOTUNE mm(16384x4, 4x4)
-  triton_mm_6266 0.0079 ms 100.0%
-  triton_mm_6264 0.0080 ms 99.6%
-  triton_mm_6272 0.0081 ms 97.6%
-  triton_mm_6265 0.0082 ms 97.3%
-  triton_mm_6267 0.0082 ms 97.3%
-  triton_mm_6268 0.0093 ms 84.9%
-  triton_mm_6269 0.0093 ms 84.9%
-  mm 0.0094 ms 84.6%
-  triton_mm_6263 0.0094 ms 84.4%
-  triton_mm_6271 0.0094 ms 84.4%
-SingleProcess AUTOTUNE takes 3.0888 seconds
+AUTOTUNE addmm(8192x640, 8192x320, 320x640)
+  triton_mm_130 0.0330 ms 100.0%
+  triton_mm_129 0.0339 ms 97.2%
+  triton_mm_132 0.0358 ms 92.0%
+  bias_addmm 0.0364 ms 90.5%
+  triton_mm_131 0.0374 ms 88.1%
+  triton_mm_128 0.0412 ms 80.0%
+  triton_mm_136 0.0415 ms 79.4%
+  triton_mm_135 0.0470 ms 70.1%
+  addmm 0.0531 ms 62.0%
+  triton_mm_138 0.0633 ms 52.1%
+SingleProcess AUTOTUNE takes 5.7408 seconds
+AUTOTUNE addmm(2048x1280, 2048x640, 640x1280)
+  triton_mm_579 0.0281 ms 100.0%
+  triton_mm_580 0.0287 ms 98.1%
+  bias_addmm 0.0288 ms 97.7%
+  triton_mm_582 0.0309 ms 90.9%
+  triton_mm_581 0.0318 ms 88.5%
+  triton_mm_586 0.0353 ms 79.6%
+  addmm 0.0385 ms 73.1%
+  triton_mm_578 0.0396 ms 71.1%
+  triton_mm_585 0.0478 ms 58.8%
+  triton_mm_588 0.0509 ms 55.2%
+SingleProcess AUTOTUNE takes 4.5000 seconds
+AUTOTUNE addmm(2048x1280, 2048x2560, 2560x1280)
+  bias_addmm 0.0736 ms 100.0%
+  triton_mm_3098 0.0792 ms 92.9%
+  triton_mm_3097 0.0797 ms 92.4%
+  addmm 0.0858 ms 85.8%
+  triton_mm_3100 0.0897 ms 82.1%
+  triton_mm_3099 0.0899 ms 81.9%
+  triton_mm_3104 0.1010 ms 72.9%
+  triton_mm_3096 0.1226 ms 60.0%
+  triton_mm_3103 0.1541 ms 47.8%
+  triton_mm_3106 0.1731 ms 42.5%
+SingleProcess AUTOTUNE takes 4.7145 seconds
+AUTOTUNE addmm(2048x1280, 2048x1920, 1920x1280)
+  bias_addmm 0.0587 ms 100.0%
+  triton_mm_4776 0.0610 ms 96.2%
+  triton_mm_4775 0.0612 ms 95.8%
+  addmm 0.0692 ms 84.8%
+  triton_mm_4778 0.0703 ms 83.4%
+  triton_mm_4777 0.0704 ms 83.4%
+  triton_mm_4782 0.0787 ms 74.6%
+  triton_mm_4774 0.0946 ms 62.0%
+  triton_mm_4781 0.1177 ms 49.9%
+  triton_mm_4784 0.1301 ms 45.1%
+SingleProcess AUTOTUNE takes 4.5449 seconds
+AUTOTUNE addmm(8192x640, 8192x1920, 1920x640)
+  bias_addmm 0.1110 ms 100.0%
+  triton_mm_5623 0.1157 ms 95.9%
+  triton_mm_5622 0.1205 ms 92.1%
+  triton_mm_5624 0.1285 ms 86.4%
+  triton_mm_5625 0.1298 ms 85.5%
+  addmm 0.1319 ms 84.1%
+  triton_mm_5629 0.1490 ms 74.5%
+  triton_mm_5621 0.1710 ms 64.9%
+  triton_mm_5628 0.1872 ms 59.3%
+  triton_mm_5630 0.2678 ms 41.5%
+SingleProcess AUTOTUNE takes 4.6234 seconds
+AUTOTUNE addmm(8192x640, 8192x1280, 1280x640)
+  bias_addmm 0.0811 ms 100.0%
+  triton_mm_5851 0.0831 ms 97.5%
+  triton_mm_5850 0.0834 ms 97.2%
+  triton_mm_5852 0.0912 ms 88.9%
+  triton_mm_5853 0.0921 ms 88.0%
+  addmm 0.1013 ms 80.0%
+  triton_mm_5857 0.1049 ms 77.2%
+  triton_mm_5849 0.1151 ms 70.4%
+  triton_mm_5856 0.1329 ms 61.0%
+  triton_mm_5858 0.1820 ms 44.5%
+SingleProcess AUTOTUNE takes 4.6530 seconds
+AUTOTUNE addmm(8192x640, 8192x960, 960x640)
+  triton_mm_6079 0.0652 ms 100.0%
+  triton_mm_6078 0.0655 ms 99.6%
+  bias_addmm 0.0662 ms 98.6%
+  triton_mm_6080 0.0712 ms 91.6%
+  triton_mm_6081 0.0723 ms 90.2%
+  triton_mm_6085 0.0829 ms 78.7%
+  addmm 0.0844 ms 77.3%
+  triton_mm_6077 0.0911 ms 71.6%
+  triton_mm_6084 0.1045 ms 62.4%
+  triton_mm_6086 0.1430 ms 45.6%
+SingleProcess AUTOTUNE takes 4.7932 seconds
+AUTOTUNE addmm(32768x320, 32768x960, 960x320)
+  bias_addmm 0.1209 ms 100.0%
+  triton_mm_6313 0.1262 ms 95.8%
+  triton_mm_6315 0.1382 ms 87.5%
+  triton_mm_6312 0.1467 ms 82.4%
+  triton_mm_6319 0.1561 ms 77.4%
+  triton_mm_6314 0.1634 ms 74.0%
+  addmm 0.1645 ms 73.5%
+  triton_mm_6311 0.1660 ms 72.8%
+  triton_mm_6318 0.2311 ms 52.3%
+  triton_mm_6321 0.2683 ms 45.0%
+SingleProcess AUTOTUNE takes 4.8578 seconds
+AUTOTUNE addmm(32768x320, 32768x640, 640x320)
+  bias_addmm 0.0897 ms 100.0%
+  triton_mm_6350 0.0931 ms 96.4%
+  triton_mm_6352 0.1026 ms 87.5%
+  triton_mm_6349 0.1099 ms 81.7%
+  triton_mm_6356 0.1154 ms 77.8%
+  triton_mm_6348 0.1200 ms 74.8%
+  triton_mm_6351 0.1215 ms 73.8%
+  addmm 0.1336 ms 67.2%
+  triton_mm_6355 0.1651 ms 54.3%
+  triton_mm_6357 0.1983 ms 45.3%
+SingleProcess AUTOTUNE takes 4.5428 seconds
+AUTOTUNE addmm(16384x4, 16384x4, 4x4)
+  triton_mm_6411 0.0082 ms 100.0%
+  triton_mm_6415 0.0082 ms 100.0%
+  triton_mm_6412 0.0084 ms 97.7%
+  triton_mm_6414 0.0084 ms 97.3%
+  triton_mm_6410 0.0087 ms 94.1%
+  triton_mm_6418 0.0088 ms 92.4%
+  triton_mm_6416 0.0089 ms 91.4%
+  triton_mm_6413 0.0090 ms 91.1%
+  triton_mm_6419 0.0091 ms 89.5%
+  triton_mm_6417 0.0092 ms 88.9%
+SingleProcess AUTOTUNE takes 2.7235 seconds
 AUTOTUNE convolution(1x4x128x128, 512x4x3x3)
-  triton_convolution_6276 0.0337 ms 100.0%
-  triton_convolution_6273 0.0347 ms 97.3%
-  triton_convolution_6278 0.0349 ms 96.5%
-  triton_convolution_6279 0.0355 ms 95.1%
-  triton_convolution_6274 0.0358 ms 94.1%
-  triton_convolution_6277 0.0413 ms 81.6%
-  triton_convolution_6275 0.0563 ms 60.0%
-  convolution 0.0956 ms 35.3%
-SingleProcess AUTOTUNE takes 3.9138 seconds
-AUTOTUNE convolution(1x512x128x128, 512x512x3x3)
-  convolution 0.2996 ms 100.0%
-  triton_convolution_6284 0.5699 ms 52.6%
-  triton_convolution_6285 0.7343 ms 40.8%
-  triton_convolution_6283 0.7369 ms 40.7%
-  triton_convolution_6286 0.7372 ms 40.6%
-  triton_convolution_6281 0.8103 ms 37.0%
-  triton_convolution_6280 0.8588 ms 34.9%
-  triton_convolution_6282 3.4083 ms 8.8%
-SingleProcess AUTOTUNE takes 3.4459 seconds
-AUTOTUNE int_mm(16384x512, 512x1536, 16384x1536)
-  triton_mm_6303 0.1651 ms 100.0%
-  triton_mm_6295 0.1700 ms 97.1%
-  triton_mm_6302 0.1702 ms 97.0%
-  triton_mm_6294 0.2036 ms 81.0%
-  triton_mm_6297 0.2100 ms 78.6%
-  triton_mm_6296 0.2136 ms 77.3%
-  triton_mm_6301 0.2375 ms 69.5%
-  triton_mm_6298 0.2491 ms 66.3%
-  triton_mm_6304 0.3068 ms 53.8%
-  triton_mm_6300 0.4257 ms 38.8%
-SingleProcess AUTOTUNE takes 6.9154 seconds
-AUTOTUNE int_mm(16384x512, 512x512, 16384x512)
-  triton_mm_6313 0.0639 ms 100.0%
-  triton_mm_6306 0.0687 ms 93.0%
-  triton_mm_6314 0.0699 ms 91.4%
-  triton_mm_6308 0.0803 ms 79.6%
-  triton_mm_6307 0.0819 ms 78.0%
-  triton_mm_6305 0.0832 ms 76.9%
-  triton_mm_6309 0.0925 ms 69.1%
-  triton_mm_6312 0.0946 ms 67.6%
-  triton_mm_6315 0.1220 ms 52.4%
-  triton_mm_6311 0.1479 ms 43.2%
-SingleProcess AUTOTUNE takes 6.1733 seconds
-AUTOTUNE convolution(1x512x256x256, 512x512x3x3)
-  convolution 1.1899 ms 100.0%
-  triton_convolution_6377 2.5255 ms 47.1%
-  triton_convolution_6376 2.6921 ms 44.2%
-  triton_convolution_6375 2.7635 ms 43.1%
-  triton_convolution_6372 2.8128 ms 42.3%
-  triton_convolution_6378 2.9134 ms 40.8%
-  triton_convolution_6373 4.2805 ms 27.8%
-  triton_convolution_6374 23.2994 ms 5.1%
-SingleProcess AUTOTUNE takes 3.5919 seconds
-AUTOTUNE convolution(1x512x512x512, 512x512x3x3)
-  convolution 4.9244 ms 100.0%
-  triton_convolution_6426 9.5969 ms 51.3%
-  triton_convolution_6421 10.2913 ms 47.9%
-  triton_convolution_6425 10.6736 ms 46.1%
-  triton_convolution_6424 11.0213 ms 44.7%
-  triton_convolution_6427 11.6969 ms 42.1%
-  triton_convolution_6422 17.1270 ms 28.8%
-  triton_convolution_6423 103.4489 ms 4.8%
-SingleProcess AUTOTUNE takes 4.5014 seconds
-AUTOTUNE convolution(1x512x512x512, 256x512x3x3)
-  convolution 2.4210 ms 100.0%
-  triton_convolution_6433 4.8409 ms 50.0%
-  triton_convolution_6428 5.2489 ms 46.1%
-  triton_convolution_6432 5.3289 ms 45.4%
-  triton_convolution_6431 5.5147 ms 43.9%
-  triton_convolution_6434 5.8178 ms 41.6%
-  triton_convolution_6429 8.5036 ms 28.5%
-  triton_convolution_6430 51.6694 ms 4.7%
-SingleProcess AUTOTUNE takes 3.8669 seconds
-AUTOTUNE int_mm(262144x512, 512x256, 262144x256)
-  triton_mm_6444 0.4053 ms 100.0%
-  triton_mm_6443 0.4432 ms 91.5%
-  triton_mm_6436 0.4573 ms 88.6%
-  triton_mm_6438 0.5496 ms 73.7%
-  triton_mm_6435 0.5537 ms 73.2%
-  triton_mm_6437 0.5601 ms 72.4%
-  triton_mm_6442 0.6218 ms 65.2%
-  triton_mm_6439 0.6483 ms 62.5%
-  triton_mm_6445 0.7342 ms 55.2%
-  triton_mm_6441 1.1258 ms 36.0%
-SingleProcess AUTOTUNE takes 6.3213 seconds
-AUTOTUNE convolution(1x256x512x512, 256x256x3x3)
-  convolution 1.2540 ms 100.0%
-  triton_convolution_6450 2.2156 ms 56.6%
-  triton_convolution_6449 2.3507 ms 53.3%
-  triton_convolution_6446 2.4579 ms 51.0%
-  triton_convolution_6451 2.4616 ms 50.9%
-  triton_convolution_6447 2.7189 ms 46.1%
-  triton_convolution_6452 2.8636 ms 43.8%
-  triton_convolution_6448 23.2537 ms 5.4%
-SingleProcess AUTOTUNE takes 3.6443 seconds
-AUTOTUNE convolution(1x256x1024x1024, 256x256x3x3)
-  convolution 5.1033 ms 100.0%
-  triton_convolution_6485 8.8518 ms 57.7%
-  triton_convolution_6484 9.1699 ms 55.7%
-  triton_convolution_6481 9.3426 ms 54.6%
-  triton_convolution_6486 9.6307 ms 53.0%
-  triton_convolution_6482 10.5268 ms 48.5%
-  triton_convolution_6487 11.3857 ms 44.8%
-  triton_convolution_6483 92.2085 ms 5.5%
-SingleProcess AUTOTUNE takes 4.3141 seconds
-AUTOTUNE convolution(1x256x1024x1024, 128x256x3x3)
-  convolution 2.5469 ms 100.0%
-  triton_convolution_6493 4.3507 ms 58.5%
-  triton_convolution_6492 4.4308 ms 57.5%
-  triton_convolution_6491 4.6191 ms 55.1%
-  triton_convolution_6488 4.9916 ms 51.0%
-  triton_convolution_6489 5.3086 ms 48.0%
-  triton_convolution_6494 5.6407 ms 45.2%
-  triton_convolution_6490 46.0890 ms 5.5%
-SingleProcess AUTOTUNE takes 3.5826 seconds
-AUTOTUNE int_mm(1048576x256, 256x128, 1048576x128)
-  triton_mm_6503 0.6131 ms 100.0%
-  triton_mm_6504 0.7147 ms 85.8%
-  triton_mm_6496 0.7150 ms 85.7%
-  triton_mm_6498 0.7955 ms 77.1%
-  triton_mm_6495 0.8390 ms 73.1%
-  triton_mm_6497 0.8520 ms 72.0%
-  triton_mm_6502 0.9523 ms 64.4%
-  triton_mm_6499 0.9732 ms 63.0%
-  triton_mm_6505 1.3471 ms 45.5%
-  triton_mm_6501 1.4222 ms 43.1%
-SingleProcess AUTOTUNE takes 5.7546 seconds
-AUTOTUNE convolution(1x128x1024x1024, 128x128x3x3)
-  convolution 1.3559 ms 100.0%
-  triton_convolution_6511 2.1276 ms 63.7%
-  triton_convolution_6510 2.3352 ms 58.1%
-  triton_convolution_6509 2.3769 ms 57.0%
-  triton_convolution_6512 2.6069 ms 52.0%
-  triton_convolution_6507 2.6189 ms 51.8%
-  triton_convolution_6506 2.9092 ms 46.6%
-  triton_convolution_6508 15.8627 ms 8.5%
-SingleProcess AUTOTUNE takes 3.4319 seconds
-AUTOTUNE convolution(1x128x1024x1024, 3x128x3x3)
-  triton_convolution_6546 0.5883 ms 100.0%
-  triton_convolution_6545 0.6550 ms 89.8%
-  convolution 0.6706 ms 87.7%
-  triton_convolution_6544 0.6898 ms 85.3%
-  triton_convolution_6541 1.2036 ms 48.9%
-  triton_convolution_6543 1.2055 ms 48.8%
-  triton_convolution_6542 1.3914 ms 42.3%
-SingleProcess AUTOTUNE takes 2.6316 seconds
+  triton_convolution_6420 0.0340 ms 100.0%
+  triton_convolution_6421 0.0362 ms 94.2%
+  triton_convolution_6425 0.0363 ms 93.7%
+  triton_convolution_6426 0.0369 ms 92.3%
+  triton_convolution_6423 0.0370 ms 92.0%
+  triton_convolution_6424 0.0412 ms 82.6%
+  triton_convolution_6422 0.0754 ms 45.2%
+  convolution 0.0967 ms 35.2%
+SingleProcess AUTOTUNE takes 3.2605 seconds
+AUTOTUNE addmm(262144x256, 262144x512, 512x256)
+  bias_addmm 0.3396 ms 100.0%
+  triton_mm_6586 0.4330 ms 78.4%
+  triton_mm_6585 0.4331 ms 78.4%
+  triton_mm_6588 0.4779 ms 71.1%
+  triton_mm_6587 0.4850 ms 70.0%
+  addmm 0.5526 ms 61.5%
+  triton_mm_6592 0.5604 ms 60.6%
+  triton_mm_6584 0.5750 ms 59.1%
+  triton_mm_6591 0.6858 ms 49.5%
+  triton_mm_6594 0.8957 ms 37.9%
+SingleProcess AUTOTUNE takes 4.6345 seconds
 /fsx/sayak/lib/python3.9/site-packages/transformers/utils/generic.py:441: UserWarning: torch.utils._pytree._register_pytree_node is deprecated. Please use torch.utils._pytree.register_pytree_node instead.
   _torch_pytree._register_pytree_node(
 /fsx/sayak/lib/python3.9/site-packages/transformers/utils/generic.py:309: UserWarning: torch.utils._pytree._register_pytree_node is deprecated. Please use torch.utils._pytree.register_pytree_node instead.
@@ -756,348 +272,12 @@ SingleProcess AUTOTUNE takes 2.6316 seconds
   torch.utils._pytree._register_pytree_node(
 Namespace(no_bf16=False, no_sdpa=False, batch_size=1, num_inference_steps=30, enable_fused_projections=True, upcast_vae=False, compile_unet=True, compile_vae=True, compile_mode='max-autotune', change_comp_config=True, do_quant=None, tag='branch12-1-select')
 Using dtype: torch.bfloat16
-
+
 Enabling fused QKV projections for both UNet and VAE.
 Compile UNet
 Compile VAE
-AUTOTUNE mm(2x320, 320x1280)
-  triton_mm_20 0.0098 ms 100.0%
-  triton_mm_18 0.0104 ms 93.9%
-  mm 0.0105 ms 93.6%
-  triton_mm_22 0.0109 ms 89.7%
-  triton_mm_19 0.0113 ms 86.8%
-  triton_mm_23 0.0114 ms 85.6%
-  triton_mm_16 0.0116 ms 84.8%
-  triton_mm_17 0.0119 ms 82.0%
-  triton_mm_15 0.0122 ms 80.3%
-  triton_mm_14 0.0144 ms 68.2%
-SingleProcess AUTOTUNE takes 3.0884 seconds
-AUTOTUNE mm(2x1280, 1280x1280)
-  mm 0.0162 ms 100.0%
-  triton_mm_32 0.0172 ms 94.6%
-  triton_mm_35 0.0175 ms 92.9%
-  triton_mm_34 0.0175 ms 92.5%
-  triton_mm_31 0.0179 ms 90.9%
-  triton_mm_30 0.0197 ms 82.2%
-  triton_mm_29 0.0222 ms 73.2%
-  triton_mm_28 0.0250 ms 64.8%
-  triton_mm_27 0.0281 ms 57.7%
-  triton_mm_26 0.0363 ms 44.7%
-SingleProcess AUTOTUNE takes 1.9026 seconds
-AUTOTUNE mm(2x2816, 2816x1280)
-  mm 0.0186 ms 100.0%
-  triton_mm_43 0.0278 ms 66.9%
-  triton_mm_47 0.0287 ms 64.8%
-  triton_mm_44 0.0296 ms 62.9%
-  triton_mm_46 0.0298 ms 62.4%
-  triton_mm_42 0.0352 ms 52.8%
-  triton_mm_41 0.0379 ms 49.1%
-  triton_mm_40 0.0447 ms 41.6%
-  triton_mm_39 0.0479 ms 38.8%
-  triton_mm_38 0.0702 ms 26.5%
-SingleProcess AUTOTUNE takes 1.8418 seconds
-AUTOTUNE mm(2x1280, 1280x320)
-  mm 0.0136 ms 100.0%
-  triton_mm_67 0.0153 ms 89.1%
-  triton_mm_68 0.0161 ms 84.9%
-  triton_mm_70 0.0164 ms 82.9%
-  triton_mm_71 0.0172 ms 79.5%
-  triton_mm_66 0.0192 ms 70.9%
-  triton_mm_65 0.0202 ms 67.5%
-  triton_mm_64 0.0244 ms 56.0%
-  triton_mm_63 0.0265 ms 51.4%
-  triton_mm_62 0.0333 ms 41.0%
-SingleProcess AUTOTUNE takes 1.9418 seconds
-AUTOTUNE mm(2x1280, 1280x640)
-  mm 0.0142 ms 100.0%
-  triton_mm_126 0.0169 ms 83.9%
-  triton_mm_127 0.0174 ms 81.8%
-  triton_mm_129 0.0177 ms 80.1%
-  triton_mm_130 0.0179 ms 79.4%
-  triton_mm_125 0.0191 ms 74.5%
-  triton_mm_124 0.0214 ms 66.4%
-  triton_mm_123 0.0242 ms 58.7%
-  triton_mm_122 0.0272 ms 52.3%
-  triton_mm_121 0.0355 ms 40.1%
-SingleProcess AUTOTUNE takes 1.8778 seconds
-AUTOTUNE mm(8192x320, 320x640)
-  triton_mm_135 0.0295 ms 100.0%
-  triton_mm_134 0.0315 ms 93.7%
-  triton_mm_137 0.0333 ms 88.7%
-  mm 0.0345 ms 85.5%
-  triton_mm_136 0.0347 ms 85.0%
-  triton_mm_141 0.0385 ms 76.7%
-  triton_mm_133 0.0397 ms 74.2%
-  triton_mm_140 0.0442 ms 66.8%
-  triton_mm_143 0.0622 ms 47.5%
-  triton_mm_142 0.0631 ms 46.8%
-SingleProcess AUTOTUNE takes 1.9264 seconds
-AUTOTUNE mm(8192x640, 640x640)
-  triton_mm_154 0.0466 ms 100.0%
-  triton_mm_153 0.0475 ms 98.2%
-  mm 0.0484 ms 96.3%
-  triton_mm_155 0.0515 ms 90.5%
-  triton_mm_156 0.0519 ms 89.8%
-  triton_mm_160 0.0593 ms 78.6%
-  triton_mm_152 0.0634 ms 73.5%
-  triton_mm_159 0.0757 ms 61.6%
-  triton_mm_161 0.1002 ms 46.5%
-  triton_mm_162 0.1047 ms 44.5%
-SingleProcess AUTOTUNE takes 1.8697 seconds
-AUTOTUNE mm(8192x640, 640x1920)
-  mm 0.0980 ms 100.0%
-  triton_mm_166 0.1129 ms 86.8%
-  triton_mm_165 0.1133 ms 86.5%
-  triton_mm_168 0.1279 ms 76.7%
-  triton_mm_167 0.1290 ms 76.0%
-  triton_mm_164 0.1520 ms 64.5%
-  triton_mm_172 0.1547 ms 63.4%
-  triton_mm_171 0.1929 ms 50.8%
-  triton_mm_174 0.2318 ms 42.3%
-  triton_mm_173 0.2771 ms 35.4%
-SingleProcess AUTOTUNE takes 1.9001 seconds
-AUTOTUNE mm(154x2048, 2048x1280)
-  mm 0.0175 ms 100.0%
-  triton_mm_194 0.0244 ms 71.7%
-  triton_mm_197 0.0261 ms 67.2%
-  triton_mm_196 0.0276 ms 63.5%
-  triton_mm_192 0.0311 ms 56.4%
-  triton_mm_191 0.0316 ms 55.4%
-  triton_mm_193 0.0330 ms 53.2%
-  triton_mm_189 0.0413 ms 42.5%
-  triton_mm_190 0.0413 ms 42.5%
-  triton_mm_188 0.0499 ms 35.2%
-SingleProcess AUTOTUNE takes 1.8695 seconds
-AUTOTUNE mm(8192x640, 640x5120)
-  mm 0.2444 ms 100.0%
-  triton_mm_225 0.2870 ms 85.1%
-  triton_mm_226 0.2870 ms 85.1%
-  triton_mm_227 0.3258 ms 75.0%
-  triton_mm_228 0.3262 ms 74.9%
-  triton_mm_224 0.3793 ms 64.4%
-  triton_mm_232 0.3908 ms 62.5%
-  triton_mm_231 0.4675 ms 52.3%
-  triton_mm_234 0.5972 ms 40.9%
-  triton_mm_233 0.7251 ms 33.7%
-SingleProcess AUTOTUNE takes 1.9524 seconds
-AUTOTUNE mm(8192x2560, 2560x640)
-  mm 0.1380 ms 100.0%
-  triton_mm_238 0.1464 ms 94.3%
-  triton_mm_237 0.1493 ms 92.5%
-  triton_mm_239 0.1642 ms 84.1%
-  triton_mm_240 0.1643 ms 84.0%
-  triton_mm_244 0.1887 ms 73.1%
-  triton_mm_236 0.2107 ms 65.5%
-  triton_mm_243 0.2475 ms 55.8%
-  triton_mm_245 0.3523 ms 39.2%
-  triton_mm_241 0.3702 ms 37.3%
-SingleProcess AUTOTUNE takes 1.9461 seconds
-AUTOTUNE mm(2048x640, 640x1280)
-  triton_mm_589 0.0268 ms 100.0%
-  triton_mm_590 0.0268 ms 100.0%
-  mm 0.0273 ms 98.2%
-  triton_mm_591 0.0295 ms 90.9%
-  triton_mm_592 0.0297 ms 90.2%
-  triton_mm_596 0.0339 ms 79.1%
-  triton_mm_588 0.0380 ms 70.5%
-  triton_mm_595 0.0469 ms 57.1%
-  triton_mm_598 0.0516 ms 51.9%
-  triton_mm_597 0.0565 ms 47.4%
-SingleProcess AUTOTUNE takes 1.8540 seconds
-AUTOTUNE mm(2048x1280, 1280x1280)
-  mm 0.0422 ms 100.0%
-  triton_mm_609 0.0435 ms 97.1%
-  triton_mm_608 0.0444 ms 95.2%
-  triton_mm_611 0.0476 ms 88.6%
-  triton_mm_610 0.0485 ms 87.0%
-  triton_mm_615 0.0550 ms 76.7%
-  triton_mm_607 0.0662 ms 63.7%
-  triton_mm_614 0.0846 ms 49.9%
-  triton_mm_617 0.0921 ms 45.8%
-  triton_mm_616 0.1002 ms 42.1%
-SingleProcess AUTOTUNE takes 1.8789 seconds
-AUTOTUNE mm(2048x1280, 1280x3840)
-  triton_mm_621 0.1106 ms 100.0%
-  triton_mm_620 0.1110 ms 99.7%
-  mm 0.1139 ms 97.2%
-  triton_mm_622 0.1220 ms 90.7%
-  triton_mm_623 0.1226 ms 90.2%
-  triton_mm_627 0.1466 ms 75.5%
-  triton_mm_619 0.1480 ms 74.7%
-  triton_mm_626 0.2040 ms 54.2%
-  triton_mm_629 0.2334 ms 47.4%
-  triton_mm_628 0.2636 ms 42.0%
-SingleProcess AUTOTUNE takes 1.9613 seconds
-AUTOTUNE mm(154x2048, 2048x2560)
-  mm 0.0253 ms 100.0%
-  triton_mm_647 0.0326 ms 77.5%
-  triton_mm_646 0.0329 ms 76.7%
-  triton_mm_651 0.0338 ms 74.8%
-  triton_mm_649 0.0340 ms 74.2%
-  triton_mm_652 0.0341 ms 74.1%
-  triton_mm_645 0.0429 ms 58.9%
-  triton_mm_644 0.0433 ms 58.4%
-  triton_mm_648 0.0452 ms 55.9%
-  triton_mm_643 0.0534 ms 47.3%
-SingleProcess AUTOTUNE takes 1.9973 seconds
-AUTOTUNE mm(2048x1280, 1280x10240)
-  mm 0.2232 ms 100.0%
-  triton_mm_681 0.2868 ms 77.8%
-  triton_mm_680 0.2943 ms 75.8%
-  triton_mm_683 0.3121 ms 71.5%
-  triton_mm_682 0.3209 ms 69.5%
-  triton_mm_687 0.3748 ms 59.5%
-  triton_mm_679 0.3960 ms 56.4%
-  triton_mm_686 0.4894 ms 45.6%
-  triton_mm_689 0.6171 ms 36.2%
-  triton_mm_688 0.6777 ms 32.9%
-SingleProcess AUTOTUNE takes 1.9553 seconds
-AUTOTUNE mm(2048x5120, 5120x1280)
-  mm 0.1322 ms 100.0%
-  triton_mm_693 0.1411 ms 93.7%
-  triton_mm_692 0.1432 ms 92.3%
-  triton_mm_694 0.1644 ms 80.4%
-  triton_mm_695 0.1648 ms 80.2%
-  triton_mm_699 0.1904 ms 69.4%
-  triton_mm_691 0.2461 ms 53.7%
-  triton_mm_698 0.3241 ms 40.8%
-  triton_mm_701 0.3274 ms 40.4%
-  triton_mm_696 0.3664 ms 36.1%
-SingleProcess AUTOTUNE takes 1.9389 seconds
-AUTOTUNE mm(2048x2560, 2560x1280)
-  mm 0.0730 ms 100.0%
-  triton_mm_3298 0.0771 ms 94.7%
-  triton_mm_3297 0.0780 ms 93.5%
-  triton_mm_3299 0.0875 ms 83.4%
-  triton_mm_3300 0.0881 ms 82.9%
-  triton_mm_3304 0.0997 ms 73.2%
-  triton_mm_3296 0.1235 ms 59.1%
-  triton_mm_3303 0.1608 ms 45.4%
-  triton_mm_3306 0.1779 ms 41.0%
-  triton_mm_3301 0.1909 ms 38.2%
-SingleProcess AUTOTUNE takes 1.9228 seconds
-AUTOTUNE mm(2048x1920, 1920x1280)
-  mm 0.0573 ms 100.0%
-  triton_mm_5102 0.0604 ms 94.9%
-  triton_mm_5101 0.0611 ms 93.7%
-  triton_mm_5103 0.0679 ms 84.4%
-  triton_mm_5104 0.0681 ms 84.1%
-  triton_mm_5108 0.0778 ms 73.7%
-  triton_mm_5100 0.0955 ms 60.0%
-  triton_mm_5107 0.1196 ms 47.9%
-  triton_mm_5110 0.1384 ms 41.4%
-  triton_mm_5105 0.1461 ms 39.2%
-SingleProcess AUTOTUNE takes 1.8860 seconds
-AUTOTUNE mm(8192x1920, 1920x640)
-  mm 0.1082 ms 100.0%
-  triton_mm_6010 0.1132 ms 95.6%
-  triton_mm_6011 0.1132 ms 95.5%
-  triton_mm_6012 0.1258 ms 86.0%
-  triton_mm_6013 0.1266 ms 85.4%
-  triton_mm_6017 0.1451 ms 74.5%
-  triton_mm_6009 0.1646 ms 65.7%
-  triton_mm_6016 0.1888 ms 57.3%
-  triton_mm_6018 0.2647 ms 40.9%
-  triton_mm_6014 0.2825 ms 38.3%
-SingleProcess AUTOTUNE takes 1.9444 seconds
-AUTOTUNE mm(8192x1280, 1280x640)
-  mm 0.0791 ms 100.0%
-  triton_mm_6241 0.0805 ms 98.3%
-  triton_mm_6240 0.0809 ms 97.8%
-  triton_mm_6242 0.0881 ms 89.8%
-  triton_mm_6243 0.0883 ms 89.6%
-  triton_mm_6247 0.1011 ms 78.3%
-  triton_mm_6239 0.1136 ms 69.7%
-  triton_mm_6246 0.1340 ms 59.0%
-  triton_mm_6248 0.1796 ms 44.0%
-  triton_mm_6249 0.1888 ms 41.9%
-SingleProcess AUTOTUNE takes 1.9129 seconds
-AUTOTUNE mm(8192x960, 960x640)
-  triton_mm_6471 0.0619 ms 100.0%
-  triton_mm_6470 0.0633 ms 97.8%
-  mm 0.0635 ms 97.5%
-  triton_mm_6473 0.0685 ms 90.4%
-  triton_mm_6472 0.0693 ms 89.3%
-  triton_mm_6477 0.0798 ms 77.6%
-  triton_mm_6469 0.0876 ms 70.6%
-  triton_mm_6476 0.1033 ms 59.9%
-  triton_mm_6478 0.1410 ms 43.9%
-  triton_mm_6479 0.1445 ms 42.9%
-SingleProcess AUTOTUNE takes 1.8610 seconds
-AUTOTUNE mm(32768x960, 960x320)
-  mm 0.1201 ms 100.0%
-  triton_mm_6708 0.1227 ms 97.9%
-  triton_mm_6710 0.1333 ms 90.1%
-  triton_mm_6707 0.1417 ms 84.7%
-  triton_mm_6714 0.1511 ms 79.4%
-  triton_mm_6709 0.1584 ms 75.8%
-  triton_mm_6706 0.1617 ms 74.3%
-  triton_mm_6713 0.2271 ms 52.9%
-  triton_mm_6715 0.2695 ms 44.5%
-  triton_mm_6716 0.2736 ms 43.9%
-SingleProcess AUTOTUNE takes 1.9200 seconds
-AUTOTUNE mm(32768x640, 640x320)
-  triton_mm_6746 0.0887 ms 100.0%
-  mm 0.0901 ms 98.4%
-  triton_mm_6748 0.0973 ms 91.2%
-  triton_mm_6745 0.1074 ms 82.6%
-  triton_mm_6752 0.1099 ms 80.7%
-  triton_mm_6747 0.1145 ms 77.5%
-  triton_mm_6744 0.1181 ms 75.2%
-  triton_mm_6751 0.1604 ms 55.3%
-  triton_mm_6753 0.1966 ms 45.1%
-  triton_mm_6754 0.2067 ms 42.9%
-SingleProcess AUTOTUNE takes 1.8802 seconds
-AUTOTUNE mm(16384x512, 512x1536)
-  mm 0.1227 ms 100.0%
-  triton_mm_6839 0.1412 ms 86.8%
-  triton_mm_6840 0.1439 ms 85.2%
-  triton_mm_6842 0.1568 ms 78.2%
-  triton_mm_6841 0.1605 ms 76.4%
-  triton_mm_6846 0.1995 ms 61.5%
-  triton_mm_6838 0.2073 ms 59.2%
-  triton_mm_6845 0.2217 ms 55.3%
-  triton_mm_6848 0.2624 ms 46.7%
-  triton_mm_6847 0.3642 ms 33.7%
-SingleProcess AUTOTUNE takes 4.2998 seconds
-AUTOTUNE mm(16384x512, 512x512)
-  triton_mm_6852 0.0581 ms 100.0%
-  triton_mm_6851 0.0587 ms 99.0%
-  mm 0.0597 ms 97.4%
-  triton_mm_6854 0.0637 ms 91.3%
-  triton_mm_6853 0.0649 ms 89.6%
-  triton_mm_6858 0.0724 ms 80.3%
-  triton_mm_6850 0.0767 ms 75.8%
-  triton_mm_6857 0.0942 ms 61.7%
-  triton_mm_6860 0.1194 ms 48.7%
-  triton_mm_6859 0.1312 ms 44.3%
-SingleProcess AUTOTUNE takes 4.0907 seconds
-AUTOTUNE mm(262144x512, 512x256)
-  mm 0.3282 ms 100.0%
-  triton_mm_6983 0.3897 ms 84.2%
-  triton_mm_6982 0.4023 ms 81.6%
-  triton_mm_6985 0.4286 ms 76.6%
-  triton_mm_6984 0.4393 ms 74.7%
-  triton_mm_6989 0.5479 ms 59.9%
-  triton_mm_6981 0.5726 ms 57.3%
-  triton_mm_6991 0.7112 ms 46.1%
-  triton_mm_6988 0.7499 ms 43.8%
-  triton_mm_6986 1.0034 ms 32.7%
-SingleProcess AUTOTUNE takes 4.3929 seconds
-AUTOTUNE mm(1048576x256, 256x128)
-  mm 0.5417 ms 100.0%
-  triton_mm_7044 0.5421 ms 99.9%
-  triton_mm_7046 0.5590 ms 96.9%
-  triton_mm_7043 0.5884 ms 92.1%
-  triton_mm_7045 0.6007 ms 90.2%
-  triton_mm_7050 0.6976 ms 77.7%
-  triton_mm_7042 0.7237 ms 74.8%
-  triton_mm_7049 0.9034 ms 60.0%
-  triton_mm_7052 1.0024 ms 54.0%
-  triton_mm_7047 1.1550 ms 46.9%
-SingleProcess AUTOTUNE takes 4.1574 seconds
 python: can't open file '/fsx/sayak/sdxl-fast/prepare_plot.py': [Errno 2] No such file or directory
 srun: error: ip-26-0-154-212: task 0: Exited with exit code 2
 ++ date
-+ echo 'END TIME: Wed Dec 20 11:19:47 UTC 2023'
-END TIME: Wed Dec 20 11:19:47 UTC 2023
++ echo 'END TIME: Wed Dec 20 11:54:30 UTC 2023'
+END TIME: Wed Dec 20 11:54:30 UTC 2023