From e9b2edc71ea82bebccc2f6f9c89f0275aaaab0f3 Mon Sep 17 00:00:00 2001 From: ericalcaide Date: Sat, 22 May 2021 20:19:56 +0200 Subject: [PATCH] add experimental results --- README.md | 8 +- notebooks/experiments/100_info.joblib | Bin 59932 -> 0 bytes notebooks/experiments/200_info.joblib | Bin 53537 -> 0 bytes notebooks/experiments/300_info.joblib | Bin 73340 -> 0 bytes notebooks/experiments/400_info.joblib | Bin 98090 -> 0 bytes notebooks/experiments/500_info.joblib | Bin 118569 -> 0 bytes notebooks/experiments/600_info.joblib | Bin 137240 -> 0 bytes notebooks/experiments/700_info.joblib | Bin 171890 -> 0 bytes notebooks/experiments/800_info.joblib | Bin 185840 -> 0 bytes notebooks/experiments/900_info.joblib | Bin 205190 -> 0 bytes notebooks/experiments/logs_experiment.txt | 751 ++++++++++------------ notebooks/integrated_test.py | 144 +---- 12 files changed, 346 insertions(+), 557 deletions(-) delete mode 100644 notebooks/experiments/100_info.joblib delete mode 100644 notebooks/experiments/200_info.joblib delete mode 100644 notebooks/experiments/300_info.joblib delete mode 100644 notebooks/experiments/400_info.joblib delete mode 100644 notebooks/experiments/500_info.joblib delete mode 100644 notebooks/experiments/600_info.joblib delete mode 100644 notebooks/experiments/700_info.joblib delete mode 100644 notebooks/experiments/800_info.joblib delete mode 100644 notebooks/experiments/900_info.joblib diff --git a/README.md b/README.md index ef89c48..6064e55 100644 --- a/README.md +++ b/README.md @@ -17,10 +17,10 @@ Special emphasis is placed on reusability and ease of use within diverse pipelin length | sota | **us (cpu)** | Nx | us (gpu) | us (hybrid) | ---------|--------|--------------|-------|----------|-------------| -~114 | 2.4s | **5.64ms** | ~420 | 22.02ms | 19.65ms | -~300 | 3.5s | **8.29ms** | ~422 | 26.46ms | 23.60ms | -~500 | 7.5s | **11.49ms** | ~652 | 31.47ms | 24.96ms | -~1000 | 18.66s | **16.80ms** | ~1112 | 43.09ms | 29.09ms | +~114 | 2.4s | **5.33ms** | ~446 | 19.93ms | 18.41ms | +~300 | 3.5s | **8.66ms** | ~400 | 25.47ms | 22.54ms | +~500 | 7.5s | **11.22ms** | ~651 | 30.79ms | 24.05ms | +~1000 | 18.66s | **18.11ms** | ~1030 | 44.29ms | 30.69ms | * **Profiler Trace (CPU)**:
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a/notebooks/experiments/logs_experiment.txt b/notebooks/experiments/logs_experiment.txt index 154f5fd..5902e7a 100644 --- a/notebooks/experiments/logs_experiment.txt +++ b/notebooks/experiments/logs_experiment.txt @@ -1,789 +1,684 @@ -<<<<<<< HEAD +======= +2021-05-22 02:14:49,435 INFO MainThread root Assessing lengths of: [134, 214, 336, 401, 501, 621, 753, 862, 994] + +2021-05-22 02:14:49,435 INFO MainThread root Preparing speed tests: for device 'cpu' -2021-05-17 00:00:07,330 INFO MainThread root Loading data +2021-05-22 02:14:49,448 INFO MainThread root Assessing the speed of folding algorithm at length 134 -2021-05-17 00:00:09,386 INFO MainThread root Data has been loaded +2021-05-22 02:14:55,960 INFO MainThread root 6.509940282999999 for 1000 calls +2021-05-22 02:14:55,960 INFO MainThread root Saving the related information at experiments/[131, 150]_info.joblib +2021-05-22 02:14:55,961 INFO MainThread root ======= -2021-05-17 00:00:13,772 INFO MainThread root Assessing lengths of: [131, 233, 321, 431, 522, 605, 759, 821, 907] +2021-05-22 02:14:55,977 INFO MainThread root Assessing the speed of folding algorithm at length 214 -2021-05-17 00:00:13,773 INFO MainThread root Preparing speed tests: for device 'cpu' +2021-05-22 02:15:02,783 INFO MainThread root 6.805784261999996 for 1000 calls +2021-05-22 02:15:02,783 INFO MainThread root Saving the related information at experiments/[200, 250]_info.joblib -2021-05-17 00:00:13,785 INFO MainThread root Assessing the speed of folding algorithm at length 131 +2021-05-22 02:15:02,784 INFO MainThread root + +======= -2021-05-17 00:00:19,535 INFO MainThread root 5.749439843999999 for 1000 calls -2021-05-17 00:00:19,535 INFO MainThread root Saving the related information at experiments/100_info.joblib -2021-05-17 00:00:19,536 INFO MainThread root +2021-05-22 02:15:02,808 INFO MainThread root Assessing the speed of folding algorithm at length 336 + +2021-05-22 02:15:11,765 INFO MainThread root 8.956757892999995 for 1000 calls +2021-05-22 02:15:11,765 INFO MainThread root Saving the related information at experiments/[331, 351]_info.joblib + +2021-05-22 02:15:11,766 INFO MainThread root ======= -2021-05-17 00:00:19,554 INFO MainThread root Assessing the speed of folding algorithm at length 233 +2021-05-22 02:15:11,794 INFO MainThread root Assessing the speed of folding algorithm at length 401 -2021-05-17 00:00:27,686 INFO MainThread root 8.131954185 for 1000 calls -2021-05-17 00:00:27,686 INFO MainThread root Saving the related information at experiments/200_info.joblib +2021-05-22 02:15:21,825 INFO MainThread root 10.031293943000009 for 1000 calls +2021-05-22 02:15:21,825 INFO MainThread root Saving the related information at experiments/[400, 450]_info.joblib -2021-05-17 00:00:27,687 INFO MainThread root +2021-05-22 02:15:21,826 INFO MainThread root ======= -2021-05-17 00:00:27,712 INFO MainThread root Assessing the speed of folding algorithm at length 321 +2021-05-22 02:15:21,862 INFO MainThread root Assessing the speed of folding algorithm at length 501 -2021-05-17 00:00:36,028 INFO MainThread root 8.315729104999999 for 1000 calls -2021-05-17 00:00:36,028 INFO MainThread root Saving the related information at experiments/300_info.joblib +2021-05-22 02:15:33,083 INFO MainThread root 11.221263701000012 for 1000 calls +2021-05-22 02:15:33,083 INFO MainThread root Saving the related information at experiments/[500, 550]_info.joblib -2021-05-17 00:00:36,029 INFO MainThread root +2021-05-22 02:15:33,084 INFO MainThread root ======= -2021-05-17 00:00:36,059 INFO MainThread root Assessing the speed of folding algorithm at length 431 +2021-05-22 02:15:33,126 INFO MainThread root Assessing the speed of folding algorithm at length 621 -2021-05-17 00:00:46,271 INFO MainThread root 10.211041927 for 1000 calls -2021-05-17 00:00:46,271 INFO MainThread root Saving the related information at experiments/400_info.joblib +2021-05-22 02:15:45,854 INFO MainThread root 12.727750233999998 for 1000 calls +2021-05-22 02:15:45,854 INFO MainThread root Saving the related information at experiments/[600, 650]_info.joblib -2021-05-17 00:00:46,272 INFO MainThread root +2021-05-22 02:15:45,855 INFO MainThread root ======= -2021-05-17 00:00:46,308 INFO MainThread root Assessing the speed of folding algorithm at length 522 +2021-05-22 02:15:45,906 INFO MainThread root Assessing the speed of folding algorithm at length 753 -2021-05-17 00:00:57,938 INFO MainThread root 11.629142954000002 for 1000 calls -2021-05-17 00:00:57,938 INFO MainThread root Saving the related information at experiments/500_info.joblib +2021-05-22 02:16:00,667 INFO MainThread root 14.760831587000013 for 1000 calls +2021-05-22 02:16:00,672 INFO MainThread root Saving the related information at experiments/[700, 780]_info.joblib -2021-05-17 00:00:57,939 INFO MainThread root +2021-05-22 02:16:00,674 INFO MainThread root ======= -2021-05-17 00:00:57,981 INFO MainThread root Assessing the speed of folding algorithm at length 605 +2021-05-22 02:16:00,734 INFO MainThread root Assessing the speed of folding algorithm at length 862 -2021-05-17 00:01:10,682 INFO MainThread root 12.700116232999996 for 1000 calls -2021-05-17 00:01:10,683 INFO MainThread root Saving the related information at experiments/600_info.joblib +2021-05-22 02:16:17,315 INFO MainThread root 16.580566616 for 1000 calls +2021-05-22 02:16:17,315 INFO MainThread root Saving the related information at experiments/[800, 900]_info.joblib -2021-05-17 00:01:10,684 INFO MainThread root +2021-05-22 02:16:17,316 INFO MainThread root ======= -2021-05-17 00:01:10,737 INFO MainThread root Assessing the speed of folding algorithm at length 759 +2021-05-22 02:16:17,383 INFO MainThread root Assessing the speed of folding algorithm at length 994 -2021-05-17 00:01:25,666 INFO MainThread root 14.928843093000012 for 1000 calls -2021-05-17 00:01:25,666 INFO MainThread root Saving the related information at experiments/700_info.joblib +2021-05-22 02:16:35,654 INFO MainThread root 18.271017204000003 for 1000 calls +2021-05-22 02:16:35,654 INFO MainThread root Saving the related information at experiments/[905, 1070]_info.joblib -2021-05-17 00:01:25,668 INFO MainThread root +2021-05-22 02:16:35,655 INFO MainThread root ======= -2021-05-17 00:01:25,727 INFO MainThread root Assessing the speed of folding algorithm at length 821 +2021-05-22 02:16:35,655 INFO MainThread root Preparing speed tests: for device device(type='cpu') + +2021-05-22 02:16:35,664 INFO MainThread root Assessing the speed of folding algorithm at length 134 -2021-05-17 00:01:41,894 INFO MainThread root 16.167173368000007 for 1000 calls -2021-05-17 00:01:41,894 INFO MainThread root Saving the related information at experiments/800_info.joblib +2021-05-22 02:16:40,994 INFO MainThread root 5.329709648000005 for 1000 calls +2021-05-22 02:16:40,994 INFO MainThread root Saving the related information at experiments/[131, 150]_info.joblib -2021-05-17 00:01:41,895 INFO MainThread root +2021-05-22 02:16:40,995 INFO MainThread root ======= -2021-05-17 00:01:41,960 INFO MainThread root Assessing the speed of folding algorithm at length 907 +2021-05-22 02:16:41,010 INFO MainThread root Assessing the speed of folding algorithm at length 214 -2021-05-17 00:01:58,826 INFO MainThread root 16.865834811 for 1000 calls -2021-05-17 00:01:58,826 INFO MainThread root Saving the related information at experiments/900_info.joblib +2021-05-22 02:16:47,511 INFO MainThread root 6.501463223999991 for 1000 calls +2021-05-22 02:16:47,512 INFO MainThread root Saving the related information at experiments/[200, 250]_info.joblib -2021-05-17 00:01:58,827 INFO MainThread root +2021-05-22 02:16:47,513 INFO MainThread root ======= -2021-05-17 00:01:58,827 INFO MainThread root Preparing speed tests: for device device(type='cpu') +2021-05-22 02:16:47,536 INFO MainThread root Assessing the speed of folding algorithm at length 336 -2021-05-17 00:01:58,836 INFO MainThread root Assessing the speed of folding algorithm at length 131 +2021-05-22 02:16:56,197 INFO MainThread root 8.660352851999988 for 1000 calls +2021-05-22 02:16:56,197 INFO MainThread root Saving the related information at experiments/[331, 351]_info.joblib -2021-05-17 00:02:04,473 INFO MainThread root 5.636762132000001 for 1000 calls -2021-05-17 00:02:04,473 INFO MainThread root Saving the related information at experiments/100_info.joblib +2021-05-22 02:16:56,198 INFO MainThread root -2021-05-17 00:02:04,474 INFO MainThread root +======= + + +2021-05-22 02:16:56,226 INFO MainThread root Assessing the speed of folding algorithm at length 401 + +2021-05-22 02:17:05,869 INFO MainThread root 9.643088333000009 for 1000 calls +2021-05-22 02:17:05,869 INFO MainThread root Saving the related information at experiments/[400, 450]_info.joblib + +2021-05-22 02:17:05,871 INFO MainThread root ======= -2021-05-17 00:02:04,492 INFO MainThread root Assessing the speed of folding algorithm at length 233 +2021-05-22 02:17:05,904 INFO MainThread root Assessing the speed of folding algorithm at length 501 -2021-05-17 00:02:11,573 INFO MainThread root 7.081262683000006 for 1000 calls -2021-05-17 00:02:11,575 INFO MainThread root Saving the related information at experiments/200_info.joblib +2021-05-22 02:17:17,308 INFO MainThread root 11.40289807900001 for 1000 calls +2021-05-22 02:17:17,308 INFO MainThread root Saving the related information at experiments/[500, 550]_info.joblib -2021-05-17 00:02:11,577 INFO MainThread root +2021-05-22 02:17:17,309 INFO MainThread root ======= -2021-05-17 00:02:11,601 INFO MainThread root Assessing the speed of folding algorithm at length 321 +2021-05-22 02:17:17,351 INFO MainThread root Assessing the speed of folding algorithm at length 621 -2021-05-17 00:02:19,888 INFO MainThread root 8.286120536999988 for 1000 calls -2021-05-17 00:02:19,888 INFO MainThread root Saving the related information at experiments/300_info.joblib +2021-05-22 02:17:30,116 INFO MainThread root 12.764849003000023 for 1000 calls +2021-05-22 02:17:30,117 INFO MainThread root Saving the related information at experiments/[600, 650]_info.joblib -2021-05-17 00:02:19,889 INFO MainThread root +2021-05-22 02:17:30,119 INFO MainThread root ======= -2021-05-17 00:02:19,920 INFO MainThread root Assessing the speed of folding algorithm at length 431 +2021-05-22 02:17:30,171 INFO MainThread root Assessing the speed of folding algorithm at length 753 -2021-05-17 00:02:30,047 INFO MainThread root 10.126567298999987 for 1000 calls -2021-05-17 00:02:30,047 INFO MainThread root Saving the related information at experiments/400_info.joblib +2021-05-22 02:17:44,858 INFO MainThread root 14.687164622000012 for 1000 calls +2021-05-22 02:17:44,858 INFO MainThread root Saving the related information at experiments/[700, 780]_info.joblib -2021-05-17 00:02:30,048 INFO MainThread root +2021-05-22 02:17:44,859 INFO MainThread root ======= -2021-05-17 00:02:30,085 INFO MainThread root Assessing the speed of folding algorithm at length 522 +2021-05-22 02:17:44,918 INFO MainThread root Assessing the speed of folding algorithm at length 862 -2021-05-17 00:02:41,576 INFO MainThread root 11.491068022000007 for 1000 calls -2021-05-17 00:02:41,576 INFO MainThread root Saving the related information at experiments/500_info.joblib +2021-05-22 02:18:01,473 INFO MainThread root 16.554769015000005 for 1000 calls +2021-05-22 02:18:01,473 INFO MainThread root Saving the related information at experiments/[800, 900]_info.joblib -2021-05-17 00:02:41,577 INFO MainThread root +2021-05-22 02:18:01,474 INFO MainThread root ======= -2021-05-17 00:02:41,620 INFO MainThread root Assessing the speed of folding algorithm at length 605 +2021-05-22 02:18:01,538 INFO MainThread root Assessing the speed of folding algorithm at length 994 -2021-05-17 00:02:54,261 INFO MainThread root 12.640835406999997 for 1000 calls -2021-05-17 00:02:54,261 INFO MainThread root Saving the related information at experiments/600_info.joblib +2021-05-22 02:18:19,650 INFO MainThread root 18.111747613000006 for 1000 calls +2021-05-22 02:18:19,650 INFO MainThread root Saving the related information at experiments/[905, 1070]_info.joblib -2021-05-17 00:02:54,262 INFO MainThread root +2021-05-22 02:18:19,651 INFO MainThread root ======= -2021-05-17 00:02:54,315 INFO MainThread root Assessing the speed of folding algorithm at length 759 +2021-05-22 02:18:19,651 INFO MainThread root Execution has finished + +>>>>>>> 4cabbe55371d6a9a7edeab1db719fa0cf8312eae +2021-05-22 18:39:33,611 INFO MainThread root Loading data -2021-05-17 00:03:09,212 INFO MainThread root 14.896864626999985 for 1000 calls -2021-05-17 00:03:09,213 INFO MainThread root Saving the related information at experiments/700_info.joblib +2021-05-22 18:39:33,622 INFO MainThread root Data has been loaded -2021-05-17 00:03:09,214 INFO MainThread root ======= -2021-05-17 00:03:09,271 INFO MainThread root Assessing the speed of folding algorithm at length 821 +2021-05-22 18:39:33,622 INFO MainThread root Assessing lengths of: [134, 214, 336, 401, 501, 621, 753, 862, 994] -2021-05-17 00:03:25,350 INFO MainThread root 16.078611724000012 for 1000 calls -2021-05-17 00:03:25,350 INFO MainThread root Saving the related information at experiments/800_info.joblib +2021-05-22 18:39:33,646 INFO MainThread root Preparing speed tests: for device 'cpu' -2021-05-17 00:03:25,351 INFO MainThread root +2021-05-22 18:39:33,670 INFO MainThread root Assessing the speed of folding algorithm at length 134 + +2021-05-22 18:39:42,657 INFO MainThread root 8.9869345 for 1000 calls +2021-05-22 18:39:42,657 INFO MainThread root Saving the related information at experiments/100_info.joblib + +2021-05-22 18:39:42,659 INFO MainThread root + +======= + + +2021-05-22 18:39:42,687 INFO MainThread root Assessing the speed of folding algorithm at length 214 + +2021-05-22 18:39:53,087 INFO MainThread root 10.4000911 for 1000 calls +2021-05-22 18:39:53,087 INFO MainThread root Saving the related information at experiments/200_info.joblib + +2021-05-22 18:39:53,088 INFO MainThread root ======= -2021-05-17 00:03:25,415 INFO MainThread root Assessing the speed of folding algorithm at length 907 +2021-05-22 18:39:53,122 INFO MainThread root Assessing the speed of folding algorithm at length 336 -2021-05-17 00:03:42,216 INFO MainThread root 16.80057776199999 for 1000 calls -2021-05-17 00:03:42,217 INFO MainThread root Saving the related information at experiments/900_info.joblib +2021-05-22 18:40:06,577 INFO MainThread root 13.455043199999999 for 1000 calls +2021-05-22 18:40:06,577 INFO MainThread root Saving the related information at experiments/300_info.joblib -2021-05-17 00:03:42,219 INFO MainThread root +2021-05-22 18:40:06,578 INFO MainThread root ======= -2021-05-17 00:03:42,219 INFO MainThread root Execution has finished +2021-05-22 18:40:06,617 INFO MainThread root Assessing the speed of folding algorithm at length 401 + +2021-05-22 18:40:21,715 INFO MainThread root 15.097297400000002 for 1000 calls +2021-05-22 18:40:21,715 INFO MainThread root Saving the related information at experiments/400_info.joblib + +2021-05-22 18:40:21,716 INFO MainThread root + +======= +2021-05-22 18:40:21,779 INFO MainThread root Assessing the speed of folding algorithm at length 501 +2021-05-22 18:40:40,543 INFO MainThread root 18.764004199999995 for 1000 calls +2021-05-22 18:40:40,543 INFO MainThread root Saving the related information at experiments/500_info.joblib +2021-05-22 18:40:40,544 INFO MainThread root +======= -########################################### -######## GOING IN PC ###################### -########################################### -2021-05-17 21:10:18,648 INFO MainThread root Loading data +2021-05-22 18:40:40,617 INFO MainThread root Assessing the speed of folding algorithm at length 621 -2021-05-17 21:10:18,652 INFO MainThread root Data has been loaded +2021-05-22 18:41:02,270 INFO MainThread root 21.652811900000003 for 1000 calls +2021-05-22 18:41:02,270 INFO MainThread root Saving the related information at experiments/600_info.joblib +2021-05-22 18:41:02,271 INFO MainThread root ======= -2021-05-17 21:10:18,652 INFO MainThread root Assessing lengths of: [131, 233, 321, 431, 522, 605, 759, 821, 907] +2021-05-22 18:41:02,367 INFO MainThread root Assessing the speed of folding algorithm at length 753 + +2021-05-22 18:41:27,302 INFO MainThread root 24.934528900000004 for 1000 calls +2021-05-22 18:41:27,302 INFO MainThread root Saving the related information at experiments/700_info.joblib -2021-05-17 21:10:18,675 INFO MainThread root Preparing speed tests: for device 'cpu' +2021-05-22 18:41:27,304 INFO MainThread root + +======= -2021-05-17 21:10:18,689 INFO MainThread root Assessing the speed of folding algorithm at length 131 -2021-05-17 21:10:26,894 INFO MainThread root 8.2040116 for 1000 calls -2021-05-17 21:10:26,894 INFO MainThread root Saving the related information at experiments/100_info.joblib +2021-05-22 18:41:27,431 INFO MainThread root Assessing the speed of folding algorithm at length 862 -2021-05-17 21:10:26,895 INFO MainThread root +2021-05-22 18:41:56,196 INFO MainThread root 28.7642814 for 1000 calls +2021-05-22 18:41:56,196 INFO MainThread root Saving the related information at experiments/800_info.joblib + +2021-05-22 18:41:56,197 INFO MainThread root ======= -2021-05-17 21:10:26,928 INFO MainThread root Assessing the speed of folding algorithm at length 233 +2021-05-22 18:41:56,312 INFO MainThread root Assessing the speed of folding algorithm at length 994 -2021-05-17 21:10:39,645 INFO MainThread root 12.717207500000002 for 1000 calls -2021-05-17 21:10:39,646 INFO MainThread root Saving the related information at experiments/200_info.joblib +2021-05-22 18:42:29,089 INFO MainThread root 32.77735960000001 for 1000 calls +2021-05-22 18:42:29,090 INFO MainThread root Saving the related information at experiments/900_info.joblib -2021-05-17 21:10:39,647 INFO MainThread root +2021-05-22 18:42:29,090 INFO MainThread root ======= -2021-05-17 21:10:39,687 INFO MainThread root Assessing the speed of folding algorithm at length 321 +2021-05-22 18:42:29,091 INFO MainThread root Preparing speed tests: for device device(type='cuda') -- hybrid=True + +2021-05-22 18:42:30,437 INFO MainThread root Assessing the speed of folding algorithm at length 134 -2021-05-17 21:10:54,050 INFO MainThread root 14.3627316 for 1000 calls -2021-05-17 21:10:54,050 INFO MainThread root Saving the related information at experiments/300_info.joblib +2021-05-22 18:42:48,848 INFO MainThread root 18.41120219999999 for 1000 calls +2021-05-22 18:42:48,848 INFO MainThread root Saving the related information at experiments/100_info.joblib -2021-05-17 21:10:54,052 INFO MainThread root +2021-05-22 18:42:48,849 INFO MainThread root ======= -2021-05-17 21:10:54,133 INFO MainThread root Assessing the speed of folding algorithm at length 431 +2021-05-22 18:42:49,042 INFO MainThread root Assessing the speed of folding algorithm at length 214 -2021-05-17 21:11:12,096 INFO MainThread root 17.962692100000005 for 1000 calls -2021-05-17 21:11:12,096 INFO MainThread root Saving the related information at experiments/400_info.joblib +2021-05-22 18:43:09,409 INFO MainThread root 20.366851999999994 for 1000 calls +2021-05-22 18:43:09,409 INFO MainThread root Saving the related information at experiments/200_info.joblib -2021-05-17 21:11:12,097 INFO MainThread root +2021-05-22 18:43:09,410 INFO MainThread root ======= -2021-05-17 21:11:12,151 INFO MainThread root Assessing the speed of folding algorithm at length 522 +2021-05-22 18:43:09,752 INFO MainThread root Assessing the speed of folding algorithm at length 336 -2021-05-17 21:11:33,812 INFO MainThread root 21.660744499999993 for 1000 calls -2021-05-17 21:11:33,812 INFO MainThread root Saving the related information at experiments/500_info.joblib +2021-05-22 18:43:32,291 INFO MainThread root 22.538369399999993 for 1000 calls +2021-05-22 18:43:32,291 INFO MainThread root Saving the related information at experiments/300_info.joblib -2021-05-17 21:11:33,813 INFO MainThread root +2021-05-22 18:43:32,292 INFO MainThread root ======= -2021-05-17 21:11:33,900 INFO MainThread root Assessing the speed of folding algorithm at length 605 +2021-05-22 18:43:32,658 INFO MainThread root Assessing the speed of folding algorithm at length 401 -2021-05-17 21:11:56,424 INFO MainThread root 22.52432499999999 for 1000 calls -2021-05-17 21:11:56,424 INFO MainThread root Saving the related information at experiments/600_info.joblib +2021-05-22 18:43:55,501 INFO MainThread root 22.84260729999997 for 1000 calls +2021-05-22 18:43:55,501 INFO MainThread root Saving the related information at experiments/400_info.joblib -2021-05-17 21:11:56,425 INFO MainThread root +2021-05-22 18:43:55,502 INFO MainThread root ======= -2021-05-17 21:11:56,533 INFO MainThread root Assessing the speed of folding algorithm at length 759 +2021-05-22 18:43:56,096 INFO MainThread root Assessing the speed of folding algorithm at length 501 -2021-05-17 21:12:22,695 INFO MainThread root 26.162054800000007 for 1000 calls -2021-05-17 21:12:22,695 INFO MainThread root Saving the related information at experiments/700_info.joblib +2021-05-22 18:44:20,154 INFO MainThread root 24.057599100000004 for 1000 calls +2021-05-22 18:44:20,154 INFO MainThread root Saving the related information at experiments/500_info.joblib -2021-05-17 21:12:22,696 INFO MainThread root +2021-05-22 18:44:20,155 INFO MainThread root ======= -2021-05-17 21:12:22,788 INFO MainThread root Assessing the speed of folding algorithm at length 821 +2021-05-22 18:44:20,720 INFO MainThread root Assessing the speed of folding algorithm at length 621 -2021-05-17 21:12:52,521 INFO MainThread root 29.7326915 for 1000 calls -2021-05-17 21:12:52,521 INFO MainThread root Saving the related information at experiments/800_info.joblib +2021-05-22 18:44:46,706 INFO MainThread root 25.98607320000002 for 1000 calls +2021-05-22 18:44:46,706 INFO MainThread root Saving the related information at experiments/600_info.joblib -2021-05-17 21:12:52,522 INFO MainThread root +2021-05-22 18:44:46,707 INFO MainThread root ======= -2021-05-17 21:12:52,642 INFO MainThread root Assessing the speed of folding algorithm at length 907 +2021-05-22 18:44:47,392 INFO MainThread root Assessing the speed of folding algorithm at length 753 -2021-05-17 21:13:23,083 INFO MainThread root 30.4399607 for 1000 calls -2021-05-17 21:13:23,083 INFO MainThread root Saving the related information at experiments/900_info.joblib +2021-05-22 18:45:15,028 INFO MainThread root 27.6351363 for 1000 calls +2021-05-22 18:45:15,028 INFO MainThread root Saving the related information at experiments/700_info.joblib -2021-05-17 21:13:23,084 INFO MainThread root +2021-05-22 18:45:15,029 INFO MainThread root ======= -2021-05-17 21:13:23,084 INFO MainThread root Preparing speed tests: for device device(type='cuda') +2021-05-22 18:45:15,818 INFO MainThread root Assessing the speed of folding algorithm at length 862 -2021-05-17 21:13:24,458 INFO MainThread root Assessing the speed of folding algorithm at length 131 +2021-05-22 18:45:45,070 INFO MainThread root 29.25168880000001 for 1000 calls +2021-05-22 18:45:45,070 INFO MainThread root Saving the related information at experiments/800_info.joblib -2021-05-17 21:13:46,479 INFO MainThread root 22.021532000000008 for 1000 calls -2021-05-17 21:13:46,479 INFO MainThread root Saving the related information at experiments/100_info.joblib +2021-05-22 18:45:45,071 INFO MainThread root -2021-05-17 21:13:46,480 INFO MainThread root +======= + + +2021-05-22 18:45:45,994 INFO MainThread root Assessing the speed of folding algorithm at length 994 + +2021-05-22 18:46:17,009 INFO MainThread root 31.0138465 for 1000 calls +2021-05-22 18:46:17,009 INFO MainThread root Saving the related information at experiments/900_info.joblib + +2021-05-22 18:46:17,010 INFO MainThread root ======= -2021-05-17 21:13:46,717 INFO MainThread root Assessing the speed of folding algorithm at length 233 +2021-05-22 18:46:17,010 INFO MainThread root Execution has finished + +2021-05-22 18:50:28,714 INFO MainThread root Loading data -2021-05-17 21:14:11,496 INFO MainThread root 24.778391400000004 for 1000 calls -2021-05-17 21:14:11,496 INFO MainThread root Saving the related information at experiments/200_info.joblib +2021-05-22 18:50:28,718 INFO MainThread root Data has been loaded -2021-05-17 21:14:11,496 INFO MainThread root ======= -2021-05-17 21:14:11,798 INFO MainThread root Assessing the speed of folding algorithm at length 321 +2021-05-22 18:50:28,718 INFO MainThread root Assessing lengths of: [134, 214, 336, 401, 501, 621, 753, 862, 994] + +2021-05-22 18:50:40,190 INFO MainThread root Loading data -2021-05-17 21:14:38,259 INFO MainThread root 26.460882500000025 for 1000 calls -2021-05-17 21:14:38,259 INFO MainThread root Saving the related information at experiments/300_info.joblib +2021-05-22 18:50:40,194 INFO MainThread root Data has been loaded -2021-05-17 21:14:38,260 INFO MainThread root ======= -2021-05-17 21:14:38,651 INFO MainThread root Assessing the speed of folding algorithm at length 431 +2021-05-22 18:50:40,194 INFO MainThread root Assessing lengths of: [134, 214, 336, 401, 501, 621, 753, 862, 994] -2021-05-17 21:15:08,505 INFO MainThread root 29.854093499999976 for 1000 calls -2021-05-17 21:15:08,505 INFO MainThread root Saving the related information at experiments/400_info.joblib +2021-05-22 18:50:40,217 INFO MainThread root Preparing speed tests: for device device(type='cpu') -2021-05-17 21:15:08,506 INFO MainThread root +2021-05-22 18:50:40,232 INFO MainThread root Assessing the speed of folding algorithm at length 134 + +2021-05-22 18:50:48,901 INFO MainThread root 8.6684752 for 1000 calls +2021-05-22 18:50:48,901 INFO MainThread root Saving the related information at experiments/100_info.joblib + +2021-05-22 18:50:48,902 INFO MainThread root ======= -2021-05-17 21:15:08,980 INFO MainThread root Assessing the speed of folding algorithm at length 522 +2021-05-22 18:50:48,923 INFO MainThread root Assessing the speed of folding algorithm at length 214 -2021-05-17 21:15:40,455 INFO MainThread root 31.47477570000001 for 1000 calls -2021-05-17 21:15:40,455 INFO MainThread root Saving the related information at experiments/500_info.joblib +2021-05-22 18:50:59,368 INFO MainThread root 10.4448301 for 1000 calls +2021-05-22 18:50:59,368 INFO MainThread root Saving the related information at experiments/200_info.joblib -2021-05-17 21:15:40,456 INFO MainThread root +2021-05-22 18:50:59,369 INFO MainThread root ======= -2021-05-17 21:15:41,006 INFO MainThread root Assessing the speed of folding algorithm at length 605 +2021-05-22 18:50:59,415 INFO MainThread root Assessing the speed of folding algorithm at length 336 -2021-05-17 21:16:15,728 INFO MainThread root 34.72174320000005 for 1000 calls -2021-05-17 21:16:15,728 INFO MainThread root Saving the related information at experiments/600_info.joblib +2021-05-22 18:51:13,819 INFO MainThread root 14.403065699999996 for 1000 calls +2021-05-22 18:51:13,819 INFO MainThread root Saving the related information at experiments/300_info.joblib -2021-05-17 21:16:15,729 INFO MainThread root +2021-05-22 18:51:13,820 INFO MainThread root ======= -2021-05-17 21:16:16,434 INFO MainThread root Assessing the speed of folding algorithm at length 759 +2021-05-22 18:51:13,880 INFO MainThread root Assessing the speed of folding algorithm at length 401 -2021-05-17 21:16:55,362 INFO MainThread root 38.927713400000016 for 1000 calls -2021-05-17 21:16:55,362 INFO MainThread root Saving the related information at experiments/700_info.joblib +2021-05-22 18:51:29,132 INFO MainThread root 15.251432700000002 for 1000 calls +2021-05-22 18:51:29,132 INFO MainThread root Saving the related information at experiments/400_info.joblib -2021-05-17 21:16:55,363 INFO MainThread root +2021-05-22 18:51:29,133 INFO MainThread root ======= -2021-05-17 21:16:56,168 INFO MainThread root Assessing the speed of folding algorithm at length 821 +2021-05-22 18:51:29,181 INFO MainThread root Assessing the speed of folding algorithm at length 501 -2021-05-17 21:17:36,475 INFO MainThread root 40.306417099999976 for 1000 calls -2021-05-17 21:17:36,475 INFO MainThread root Saving the related information at experiments/800_info.joblib +2021-05-22 18:51:47,005 INFO MainThread root 17.824042999999996 for 1000 calls +2021-05-22 18:51:47,005 INFO MainThread root Saving the related information at experiments/500_info.joblib -2021-05-17 21:17:36,476 INFO MainThread root +2021-05-22 18:51:47,006 INFO MainThread root ======= -2021-05-17 21:17:37,323 INFO MainThread root Assessing the speed of folding algorithm at length 907 +2021-05-22 18:51:47,083 INFO MainThread root Assessing the speed of folding algorithm at length 621 -2021-05-17 21:18:20,420 INFO MainThread root 43.09682120000002 for 1000 calls -2021-05-17 21:18:20,420 INFO MainThread root Saving the related information at experiments/900_info.joblib +2021-05-22 18:52:07,623 INFO MainThread root 20.5405765 for 1000 calls +2021-05-22 18:52:07,624 INFO MainThread root Saving the related information at experiments/600_info.joblib -2021-05-17 21:18:20,421 INFO MainThread root +2021-05-22 18:52:07,625 INFO MainThread root ======= -2021-05-17 21:18:20,421 INFO MainThread root Execution has finished +2021-05-22 18:52:07,708 INFO MainThread root Assessing the speed of folding algorithm at length 753 + +2021-05-22 18:52:31,562 INFO MainThread root 23.853287499999993 for 1000 calls +2021-05-22 18:52:31,562 INFO MainThread root Saving the related information at experiments/700_info.joblib + +2021-05-22 18:52:31,563 INFO MainThread root + +======= + -2021-05-17 21:23:20,762 INFO MainThread root Loading data +2021-05-22 18:52:31,652 INFO MainThread root Assessing the speed of folding algorithm at length 862 -2021-05-17 21:23:20,766 INFO MainThread root Data has been loaded +2021-05-22 18:52:59,035 INFO MainThread root 27.38281640000001 for 1000 calls +2021-05-22 18:52:59,035 INFO MainThread root Saving the related information at experiments/800_info.joblib +2021-05-22 18:52:59,036 INFO MainThread root ======= -2021-05-17 21:23:20,766 INFO MainThread root Assessing lengths of: [131, 233, 321, 431, 522, 605, 759, 821, 907] +2021-05-22 18:52:59,150 INFO MainThread root Assessing the speed of folding algorithm at length 994 + +2021-05-22 18:53:31,180 INFO MainThread root 32.029055200000016 for 1000 calls +2021-05-22 18:53:31,180 INFO MainThread root Saving the related information at experiments/900_info.joblib + +2021-05-22 18:53:31,181 INFO MainThread root + +======= + -2021-05-17 21:23:20,790 INFO MainThread root Preparing speed tests: for device 'cpu' +2021-05-22 18:53:31,181 INFO MainThread root Preparing speed tests: for device device(type='cuda') - hybrid=True -2021-05-17 21:23:20,805 INFO MainThread root Assessing the speed of folding algorithm at length 131 +2021-05-22 18:53:32,532 INFO MainThread root Assessing the speed of folding algorithm at length 134 -2021-05-17 21:23:30,109 INFO MainThread root 9.3037055 for 1000 calls -2021-05-17 21:23:30,109 INFO MainThread root Saving the related information at experiments/100_info.joblib +2021-05-22 18:53:51,151 INFO MainThread root 18.61965140000001 for 1000 calls +2021-05-22 18:53:51,152 INFO MainThread root Saving the related information at experiments/100_info.joblib -2021-05-17 21:23:30,110 INFO MainThread root +2021-05-22 18:53:51,153 INFO MainThread root ======= -2021-05-17 21:23:30,133 INFO MainThread root Assessing the speed of folding algorithm at length 233 +2021-05-22 18:53:51,347 INFO MainThread root Assessing the speed of folding algorithm at length 214 -2021-05-17 21:23:41,516 INFO MainThread root 11.3831459 for 1000 calls -2021-05-17 21:23:41,516 INFO MainThread root Saving the related information at experiments/200_info.joblib +2021-05-22 18:54:11,743 INFO MainThread root 20.395728099999985 for 1000 calls +2021-05-22 18:54:11,743 INFO MainThread root Saving the related information at experiments/200_info.joblib -2021-05-17 21:23:41,517 INFO MainThread root +2021-05-22 18:54:11,744 INFO MainThread root ======= -2021-05-17 21:23:41,556 INFO MainThread root Assessing the speed of folding algorithm at length 321 +2021-05-22 18:54:12,052 INFO MainThread root Assessing the speed of folding algorithm at length 336 -2021-05-17 21:23:54,628 INFO MainThread root 13.0718986 for 1000 calls -2021-05-17 21:23:54,628 INFO MainThread root Saving the related information at experiments/300_info.joblib +2021-05-22 18:54:34,875 INFO MainThread root 22.822907499999985 for 1000 calls +2021-05-22 18:54:34,875 INFO MainThread root Saving the related information at experiments/300_info.joblib -2021-05-17 21:23:54,629 INFO MainThread root +2021-05-22 18:54:34,876 INFO MainThread root ======= -2021-05-17 21:23:54,677 INFO MainThread root Assessing the speed of folding algorithm at length 431 +2021-05-22 18:54:35,239 INFO MainThread root Assessing the speed of folding algorithm at length 401 -2021-05-17 21:24:12,374 INFO MainThread root 17.697089599999998 for 1000 calls -2021-05-17 21:24:12,374 INFO MainThread root Saving the related information at experiments/400_info.joblib +2021-05-22 18:54:59,075 INFO MainThread root 23.83573979999997 for 1000 calls +2021-05-22 18:54:59,075 INFO MainThread root Saving the related information at experiments/400_info.joblib -2021-05-17 21:24:12,376 INFO MainThread root +2021-05-22 18:54:59,076 INFO MainThread root ======= -2021-05-17 21:24:12,428 INFO MainThread root Assessing the speed of folding algorithm at length 522 +2021-05-22 18:54:59,530 INFO MainThread root Assessing the speed of folding algorithm at length 501 -2021-05-17 21:24:31,660 INFO MainThread root 19.231765099999997 for 1000 calls -2021-05-17 21:24:31,660 INFO MainThread root Saving the related information at experiments/500_info.joblib +2021-05-22 18:55:24,297 INFO MainThread root 24.76649520000001 for 1000 calls +2021-05-22 18:55:24,297 INFO MainThread root Saving the related information at experiments/500_info.joblib -2021-05-17 21:24:31,661 INFO MainThread root +2021-05-22 18:55:24,298 INFO MainThread root ======= -2021-05-17 21:24:31,736 INFO MainThread root Assessing the speed of folding algorithm at length 605 +2021-05-22 18:55:24,858 INFO MainThread root Assessing the speed of folding algorithm at length 621 -2021-05-17 21:24:54,659 INFO MainThread root 22.923431499999992 for 1000 calls -2021-05-17 21:24:54,659 INFO MainThread root Saving the related information at experiments/600_info.joblib +2021-05-22 18:55:50,855 INFO MainThread root 25.996778500000005 for 1000 calls +2021-05-22 18:55:50,856 INFO MainThread root Saving the related information at experiments/600_info.joblib -2021-05-17 21:24:54,660 INFO MainThread root +2021-05-22 18:55:50,856 INFO MainThread root ======= -2021-05-17 21:24:54,737 INFO MainThread root Assessing the speed of folding algorithm at length 759 +2021-05-22 18:55:51,538 INFO MainThread root Assessing the speed of folding algorithm at length 753 -2021-05-17 21:25:23,998 INFO MainThread root 29.2606885 for 1000 calls -2021-05-17 21:25:23,998 INFO MainThread root Saving the related information at experiments/700_info.joblib +2021-05-22 18:56:19,326 INFO MainThread root 27.787718600000005 for 1000 calls +2021-05-22 18:56:19,326 INFO MainThread root Saving the related information at experiments/700_info.joblib -2021-05-17 21:25:23,999 INFO MainThread root +2021-05-22 18:56:19,327 INFO MainThread root ======= -2021-05-17 21:25:24,124 INFO MainThread root Assessing the speed of folding algorithm at length 821 +2021-05-22 18:56:20,108 INFO MainThread root Assessing the speed of folding algorithm at length 862 -2021-05-17 21:25:56,183 INFO MainThread root 32.05773789999999 for 1000 calls -2021-05-17 21:25:56,183 INFO MainThread root Saving the related information at experiments/800_info.joblib +2021-05-22 18:56:49,570 INFO MainThread root 29.461670400000003 for 1000 calls +2021-05-22 18:56:49,570 INFO MainThread root Saving the related information at experiments/800_info.joblib -2021-05-17 21:25:56,184 INFO MainThread root +2021-05-22 18:56:49,571 INFO MainThread root ======= -2021-05-17 21:25:56,328 INFO MainThread root Assessing the speed of folding algorithm at length 907 +2021-05-22 18:56:50,504 INFO MainThread root Assessing the speed of folding algorithm at length 994 -2021-05-17 21:26:31,964 INFO MainThread root 35.63629950000001 for 1000 calls -2021-05-17 21:26:31,965 INFO MainThread root Saving the related information at experiments/900_info.joblib +2021-05-22 18:57:21,194 INFO MainThread root 30.689694900000006 for 1000 calls +2021-05-22 18:57:21,194 INFO MainThread root Saving the related information at experiments/900_info.joblib -2021-05-17 21:26:31,966 INFO MainThread root +2021-05-22 18:57:21,195 INFO MainThread root ======= -2021-05-17 21:26:31,966 INFO MainThread root Preparing speed tests: for device device(type='cuda') +2021-05-22 18:57:21,196 INFO MainThread root Preparing speed tests: for device device(type='cuda') -- hybrid=False -2021-05-17 21:26:33,341 INFO MainThread root Assessing the speed of folding algorithm at length 131 +2021-05-22 18:57:21,317 INFO MainThread root Assessing the speed of folding algorithm at length 134 -2021-05-17 21:26:52,992 INFO MainThread root 19.65086820000002 for 1000 calls -2021-05-17 21:26:52,992 INFO MainThread root Saving the related information at experiments/100_info.joblib +2021-05-22 18:57:41,246 INFO MainThread root 19.9283054 for 1000 calls +2021-05-22 18:57:41,246 INFO MainThread root Saving the related information at experiments/100_info.joblib -2021-05-17 21:26:52,993 INFO MainThread root +2021-05-22 18:57:41,247 INFO MainThread root ======= -2021-05-17 21:26:53,214 INFO MainThread root Assessing the speed of folding algorithm at length 233 +2021-05-22 18:57:41,440 INFO MainThread root Assessing the speed of folding algorithm at length 214 -2021-05-17 21:27:17,255 INFO MainThread root 24.04035350000001 for 1000 calls -2021-05-17 21:27:17,255 INFO MainThread root Saving the related information at experiments/200_info.joblib +2021-05-22 18:58:03,719 INFO MainThread root 22.279464399999995 for 1000 calls +2021-05-22 18:58:03,719 INFO MainThread root Saving the related information at experiments/200_info.joblib -2021-05-17 21:27:17,256 INFO MainThread root +2021-05-22 18:58:03,720 INFO MainThread root ======= -2021-05-17 21:27:17,549 INFO MainThread root Assessing the speed of folding algorithm at length 321 +2021-05-22 18:58:04,024 INFO MainThread root Assessing the speed of folding algorithm at length 336 -2021-05-17 21:27:41,149 INFO MainThread root 23.599844200000007 for 1000 calls -2021-05-17 21:27:41,149 INFO MainThread root Saving the related information at experiments/300_info.joblib +2021-05-22 18:58:29,494 INFO MainThread root 25.469947400000024 for 1000 calls +2021-05-22 18:58:29,494 INFO MainThread root Saving the related information at experiments/300_info.joblib -2021-05-17 21:27:41,150 INFO MainThread root +2021-05-22 18:58:29,495 INFO MainThread root ======= -2021-05-17 21:27:41,585 INFO MainThread root Assessing the speed of folding algorithm at length 431 +2021-05-22 18:58:29,859 INFO MainThread root Assessing the speed of folding algorithm at length 401 -2021-05-17 21:28:05,462 INFO MainThread root 23.876999000000012 for 1000 calls -2021-05-17 21:28:05,462 INFO MainThread root Saving the related information at experiments/400_info.joblib +2021-05-22 18:58:58,097 INFO MainThread root 28.238597999999968 for 1000 calls +2021-05-22 18:58:58,098 INFO MainThread root Saving the related information at experiments/400_info.joblib -2021-05-17 21:28:05,463 INFO MainThread root +2021-05-22 18:58:58,098 INFO MainThread root ======= -2021-05-17 21:28:05,938 INFO MainThread root Assessing the speed of folding algorithm at length 522 +2021-05-22 18:58:58,548 INFO MainThread root Assessing the speed of folding algorithm at length 501 -2021-05-17 21:28:30,900 INFO MainThread root 24.961173700000018 for 1000 calls -2021-05-17 21:28:30,900 INFO MainThread root Saving the related information at experiments/500_info.joblib +2021-05-22 18:59:29,343 INFO MainThread root 30.79467580000005 for 1000 calls +2021-05-22 18:59:29,343 INFO MainThread root Saving the related information at experiments/500_info.joblib -2021-05-17 21:28:30,901 INFO MainThread root +2021-05-22 18:59:29,344 INFO MainThread root ======= -2021-05-17 21:28:31,557 INFO MainThread root Assessing the speed of folding algorithm at length 605 +2021-05-22 18:59:29,904 INFO MainThread root Assessing the speed of folding algorithm at length 621 -2021-05-17 21:28:57,801 INFO MainThread root 26.243291299999953 for 1000 calls -2021-05-17 21:28:57,801 INFO MainThread root Saving the related information at experiments/600_info.joblib +2021-05-22 19:00:03,234 INFO MainThread root 33.3301616 for 1000 calls +2021-05-22 19:00:03,234 INFO MainThread root Saving the related information at experiments/600_info.joblib -2021-05-17 21:28:57,802 INFO MainThread root +2021-05-22 19:00:03,235 INFO MainThread root ======= -2021-05-17 21:28:58,523 INFO MainThread root Assessing the speed of folding algorithm at length 759 +2021-05-22 19:00:03,915 INFO MainThread root Assessing the speed of folding algorithm at length 753 -2021-05-17 21:29:25,805 INFO MainThread root 27.282618500000012 for 1000 calls -2021-05-17 21:29:25,806 INFO MainThread root Saving the related information at experiments/700_info.joblib +2021-05-22 19:00:40,486 INFO MainThread root 36.570508099999984 for 1000 calls +2021-05-22 19:00:40,486 INFO MainThread root Saving the related information at experiments/700_info.joblib -2021-05-17 21:29:25,807 INFO MainThread root +2021-05-22 19:00:40,487 INFO MainThread root ======= -2021-05-17 21:29:26,553 INFO MainThread root Assessing the speed of folding algorithm at length 821 +2021-05-22 19:00:41,265 INFO MainThread root Assessing the speed of folding algorithm at length 862 -2021-05-17 21:29:54,670 INFO MainThread root 28.1167504 for 1000 calls -2021-05-17 21:29:54,670 INFO MainThread root Saving the related information at experiments/800_info.joblib +2021-05-22 19:01:21,325 INFO MainThread root 40.06054449999999 for 1000 calls +2021-05-22 19:01:21,326 INFO MainThread root Saving the related information at experiments/800_info.joblib -2021-05-17 21:29:54,671 INFO MainThread root +2021-05-22 19:01:21,327 INFO MainThread root ======= -2021-05-17 21:29:55,723 INFO MainThread root Assessing the speed of folding algorithm at length 907 +2021-05-22 19:01:22,419 INFO MainThread root Assessing the speed of folding algorithm at length 994 -2021-05-17 21:30:24,822 INFO MainThread root 29.098884700000042 for 1000 calls -2021-05-17 21:30:24,822 INFO MainThread root Saving the related information at experiments/900_info.joblib +2021-05-22 19:02:06,714 INFO MainThread root 44.29495259999999 for 1000 calls +2021-05-22 19:02:06,714 INFO MainThread root Saving the related information at experiments/900_info.joblib -2021-05-17 21:30:24,823 INFO MainThread root +2021-05-22 19:02:06,715 INFO MainThread root ======= -2021-05-17 21:30:24,823 INFO MainThread root Execution has finished +2021-05-22 19:02:06,715 INFO MainThread root Execution has finished -======= -2021-05-22 02:14:49,435 INFO MainThread root Assessing lengths of: [134, 214, 336, 401, 501, 621, 753, 862, 994] - -2021-05-22 02:14:49,435 INFO MainThread root Preparing speed tests: for device 'cpu' - -2021-05-22 02:14:49,448 INFO MainThread root Assessing the speed of folding algorithm at length 134 - -2021-05-22 02:14:55,960 INFO MainThread root 6.509940282999999 for 1000 calls -2021-05-22 02:14:55,960 INFO MainThread root Saving the related information at experiments/[131, 150]_info.joblib - -2021-05-22 02:14:55,961 INFO MainThread root - -======= - - -2021-05-22 02:14:55,977 INFO MainThread root Assessing the speed of folding algorithm at length 214 - -2021-05-22 02:15:02,783 INFO MainThread root 6.805784261999996 for 1000 calls -2021-05-22 02:15:02,783 INFO MainThread root Saving the related information at experiments/[200, 250]_info.joblib - -2021-05-22 02:15:02,784 INFO MainThread root - -======= - - -2021-05-22 02:15:02,808 INFO MainThread root Assessing the speed of folding algorithm at length 336 - -2021-05-22 02:15:11,765 INFO MainThread root 8.956757892999995 for 1000 calls -2021-05-22 02:15:11,765 INFO MainThread root Saving the related information at experiments/[331, 351]_info.joblib - -2021-05-22 02:15:11,766 INFO MainThread root - -======= - - -2021-05-22 02:15:11,794 INFO MainThread root Assessing the speed of folding algorithm at length 401 - -2021-05-22 02:15:21,825 INFO MainThread root 10.031293943000009 for 1000 calls -2021-05-22 02:15:21,825 INFO MainThread root Saving the related information at experiments/[400, 450]_info.joblib - -2021-05-22 02:15:21,826 INFO MainThread root - -======= - - -2021-05-22 02:15:21,862 INFO MainThread root Assessing the speed of folding algorithm at length 501 - -2021-05-22 02:15:33,083 INFO MainThread root 11.221263701000012 for 1000 calls -2021-05-22 02:15:33,083 INFO MainThread root Saving the related information at experiments/[500, 550]_info.joblib - -2021-05-22 02:15:33,084 INFO MainThread root - -======= - - -2021-05-22 02:15:33,126 INFO MainThread root Assessing the speed of folding algorithm at length 621 - -2021-05-22 02:15:45,854 INFO MainThread root 12.727750233999998 for 1000 calls -2021-05-22 02:15:45,854 INFO MainThread root Saving the related information at experiments/[600, 650]_info.joblib - -2021-05-22 02:15:45,855 INFO MainThread root - -======= - - -2021-05-22 02:15:45,906 INFO MainThread root Assessing the speed of folding algorithm at length 753 - -2021-05-22 02:16:00,667 INFO MainThread root 14.760831587000013 for 1000 calls -2021-05-22 02:16:00,672 INFO MainThread root Saving the related information at experiments/[700, 780]_info.joblib - -2021-05-22 02:16:00,674 INFO MainThread root - -======= - - -2021-05-22 02:16:00,734 INFO MainThread root Assessing the speed of folding algorithm at length 862 - -2021-05-22 02:16:17,315 INFO MainThread root 16.580566616 for 1000 calls -2021-05-22 02:16:17,315 INFO MainThread root Saving the related information at experiments/[800, 900]_info.joblib - -2021-05-22 02:16:17,316 INFO MainThread root - -======= - - -2021-05-22 02:16:17,383 INFO MainThread root Assessing the speed of folding algorithm at length 994 - -2021-05-22 02:16:35,654 INFO MainThread root 18.271017204000003 for 1000 calls -2021-05-22 02:16:35,654 INFO MainThread root Saving the related information at experiments/[905, 1070]_info.joblib - -2021-05-22 02:16:35,655 INFO MainThread root - -======= - - -2021-05-22 02:16:35,655 INFO MainThread root Preparing speed tests: for device device(type='cpu') - -2021-05-22 02:16:35,664 INFO MainThread root Assessing the speed of folding algorithm at length 134 - -2021-05-22 02:16:40,994 INFO MainThread root 5.329709648000005 for 1000 calls -2021-05-22 02:16:40,994 INFO MainThread root Saving the related information at experiments/[131, 150]_info.joblib - -2021-05-22 02:16:40,995 INFO MainThread root - -======= - - -2021-05-22 02:16:41,010 INFO MainThread root Assessing the speed of folding algorithm at length 214 - -2021-05-22 02:16:47,511 INFO MainThread root 6.501463223999991 for 1000 calls -2021-05-22 02:16:47,512 INFO MainThread root Saving the related information at experiments/[200, 250]_info.joblib - -2021-05-22 02:16:47,513 INFO MainThread root - -======= - - -2021-05-22 02:16:47,536 INFO MainThread root Assessing the speed of folding algorithm at length 336 - -2021-05-22 02:16:56,197 INFO MainThread root 8.660352851999988 for 1000 calls -2021-05-22 02:16:56,197 INFO MainThread root Saving the related information at experiments/[331, 351]_info.joblib - -2021-05-22 02:16:56,198 INFO MainThread root - -======= - - -2021-05-22 02:16:56,226 INFO MainThread root Assessing the speed of folding algorithm at length 401 - -2021-05-22 02:17:05,869 INFO MainThread root 9.643088333000009 for 1000 calls -2021-05-22 02:17:05,869 INFO MainThread root Saving the related information at experiments/[400, 450]_info.joblib - -2021-05-22 02:17:05,871 INFO MainThread root - -======= - - -2021-05-22 02:17:05,904 INFO MainThread root Assessing the speed of folding algorithm at length 501 - -2021-05-22 02:17:17,308 INFO MainThread root 11.40289807900001 for 1000 calls -2021-05-22 02:17:17,308 INFO MainThread root Saving the related information at experiments/[500, 550]_info.joblib - -2021-05-22 02:17:17,309 INFO MainThread root - -======= - - -2021-05-22 02:17:17,351 INFO MainThread root Assessing the speed of folding algorithm at length 621 - -2021-05-22 02:17:30,116 INFO MainThread root 12.764849003000023 for 1000 calls -2021-05-22 02:17:30,117 INFO MainThread root Saving the related information at experiments/[600, 650]_info.joblib - -2021-05-22 02:17:30,119 INFO MainThread root - -======= - - -2021-05-22 02:17:30,171 INFO MainThread root Assessing the speed of folding algorithm at length 753 - -2021-05-22 02:17:44,858 INFO MainThread root 14.687164622000012 for 1000 calls -2021-05-22 02:17:44,858 INFO MainThread root Saving the related information at experiments/[700, 780]_info.joblib - -2021-05-22 02:17:44,859 INFO MainThread root - -======= - - -2021-05-22 02:17:44,918 INFO MainThread root Assessing the speed of folding algorithm at length 862 - -2021-05-22 02:18:01,473 INFO MainThread root 16.554769015000005 for 1000 calls -2021-05-22 02:18:01,473 INFO MainThread root Saving the related information at experiments/[800, 900]_info.joblib - -2021-05-22 02:18:01,474 INFO MainThread root - -======= - - -2021-05-22 02:18:01,538 INFO MainThread root Assessing the speed of folding algorithm at length 994 - -2021-05-22 02:18:19,650 INFO MainThread root 18.111747613000006 for 1000 calls -2021-05-22 02:18:19,650 INFO MainThread root Saving the related information at experiments/[905, 1070]_info.joblib - -2021-05-22 02:18:19,651 INFO MainThread root - -======= - - -2021-05-22 02:18:19,651 INFO MainThread root Execution has finished - ->>>>>>> 4cabbe55371d6a9a7edeab1db719fa0cf8312eae diff --git a/notebooks/integrated_test.py b/notebooks/integrated_test.py index 73ce9d8..40fe82a 100644 --- a/notebooks/integrated_test.py +++ b/notebooks/integrated_test.py @@ -1,95 +1,3 @@ -<<<<<<< HEAD -########################## -# Clone repos with utils # -########################## - -# !git clone https://github.com/hypnopump/geometric-vector-perceptron - -import os -import sys -import time -import timeit -import logging - -# science -import numpy as np -import torch -import sidechainnet -from sidechainnet.utils.sequence import ProteinVocabulary as VOCAB -VOCAB = VOCAB() - -# process -import joblib - -# custom -import mp_nerf - -BASE_FOLDER = "experiments/" - -logging.basicConfig(level=logging.DEBUG, - format="%(asctime)s %(levelname)s %(threadName)s %(name)s %(message)s", - # datefmt='%m-%d %H:%M', - filename=BASE_FOLDER+"logs_experiment.txt", - filemode="a") -logger = logging.getLogger() -sep = "\n\n=======\n\n" - - -# begin tests -if __name__ == "__main__": - - logger.info("Loading data"+"\n") - lengths = [100, 200, 300, 400, 500, 600, 700, 800, 900]# [::-1] - try: - "a"+9 - # skip - dataloaders_ = sidechainnet.load(casp_version=7, with_pytorch="dataloaders", batch_size=2) - logger.info("Data has been loaded"+"\n"+sep) - stored = [ mp_nerf.utils.get_prot(dataloader_=dataloaders_, - vocab_=VOCAB, - min_len=desired_len+5, - max_len=desired_len+60) for desired_len in lengths ] - joblib.dump(stored, BASE_FOLDER[:-1]+"_manual/analyzed_prots.joblib") - except: - stored = joblib.load(BASE_FOLDER[:-1]+"_manual/analyzed_prots.joblib") - logger.info("Data has been loaded"+"\n"+sep) - - logger.info("Assessing lengths of: "+str([len(x[0]) for x in stored])+"\n") - - cuda_device = torch.device("cuda" if torch.cuda.is_available() else "cpu") - for device in ["cpu", cuda_device]: - - logger.info("Preparing speed tests: for device "+repr(device)+"\n") - - for i,desired_len in enumerate(lengths): - - seq, int_seq, true_coords, angles, padding_seq, mask, pid = stored[i] - scaffolds = mp_nerf.proteins.build_scaffolds_from_scn_angles(seq, angles.to(device)) - - logger.info("Assessing the speed of folding algorithm at length "+str(len(seq))+"\n") - - logger.info( str( timeit.timeit('mp_nerf.proteins.protein_fold(**scaffolds, device=device, hybrid=True)', - globals=globals(), number=1000) )+" for 1000 calls" ) - - logger.info("Saving the related information at {0}{1}_info.joblib\n".format( - BASE_FOLDER, desired_len)) - joblib.dump({"seq": seq, - "true_coords": true_coords, - "angles": angles, - "padding_seq": padding_seq, - "mask": mask, - "pid": pid, - "padding_stripped": True}, BASE_FOLDER+str(desired_len)+"_info.joblib") - logger.info(sep) - - logger.info("Execution has finished\n") - - - - - - -======= ########################## # Clone repos with utils # ########################## @@ -128,31 +36,18 @@ # begin tests if __name__ == "__main__": - "a"+9 + logger.info("Loading data"+"\n") - # adapt desired lengths to previous experiments results - # lengths = [100, 200, 300, 400, 500, 600, 700, 800, 900]# [::-1] - lengths = [[131, 150], - [200, 250], - [331, 351], - [400, 450], - [500, 550], - [600, 650], - [700, 780], - [800, 900], - [905, 1070]]# [::-1] + lengths = [100, 200, 300, 400, 500, 600, 700, 800, 900]# [::-1] try: + "a"+9 # skip + dataloaders_ = sidechainnet.load(casp_version=7, with_pytorch="dataloaders", batch_size=2) logger.info("Data has been loaded"+"\n"+sep) - stored = [ ] - for i,(desired_len, upper_len) in enumerate(lengths[::-1]): - dataloaders_ = sidechainnet.load(casp_version=7, with_pytorch="dataloaders", batch_size=2) - stored.append(mp_nerf.utils.get_prot(dataloader_=dataloaders_, - vocab_=VOCAB, - min_len=desired_len, - max_len=upper_len)) - stored = stored[::-1] - + stored = [ mp_nerf.utils.get_prot(dataloader_=dataloaders_, + vocab_=VOCAB, + min_len=desired_len+5, + max_len=desired_len+60) for desired_len in lengths ] joblib.dump(stored, BASE_FOLDER[:-1]+"_manual/analyzed_prots.joblib") except: stored = joblib.load(BASE_FOLDER[:-1]+"_manual/analyzed_prots.joblib") @@ -160,10 +55,16 @@ logger.info("Assessing lengths of: "+str([len(x[0]) for x in stored])+"\n") - cuda_device = torch.device("cuda" if torch.cuda.is_available() else "cpu") - for device in ["cpu", cuda_device]: + run_opts = [(torch.device("cpu"), False)] # tuples of (device, hybrid) + # add possibility for different configs + if torch.cuda.is_available(): + run_opts.append( (torch.device("cuda"), True)) + run_opts.append( (torch.device("cuda"), False)) + - logger.info("Preparing speed tests: for device "+repr(device)+"\n") + for device,hybrid in run_opts: + + logger.info("Preparing speed tests: for device "+repr(device)+" and hybrid_opt: "+str(hybrid)+"\n") for i,desired_len in enumerate(lengths): @@ -172,7 +73,7 @@ logger.info("Assessing the speed of folding algorithm at length "+str(len(seq))+"\n") - logger.info( str( timeit.timeit('mp_nerf.proteins.protein_fold(**scaffolds, device=device, hybrid=True)', + logger.info( str( timeit.timeit('mp_nerf.proteins.protein_fold(**scaffolds, device=device, hybrid=hybrid)', globals=globals(), number=1000) )+" for 1000 calls" ) logger.info("Saving the related information at {0}{1}_info.joblib\n".format( @@ -186,11 +87,4 @@ "padding_stripped": True}, BASE_FOLDER+str(desired_len)+"_info.joblib") logger.info(sep) - logger.info("Execution has finished\n") - - - - - - ->>>>>>> 4cabbe55371d6a9a7edeab1db719fa0cf8312eae + logger.info("Execution has finished\n") \ No newline at end of file

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