jittor

Commit Graph

Author	SHA1	Message	Date
lzhengning	cf171bf577	support macOS	2021-06-04 13:26:24 +08:00
Dun Liang	ed159c8c79	add centos support	2021-05-13 21:25:13 +08:00
Dun Liang	f895d2f2e4	remove pybind11 dep	2021-05-12 20:46:31 +08:00
Dun Liang	4297ba6fde	update to 1.2.2.20	2021-01-22 19:07:27 +08:00
Dun Liang	d3ba7f9a54	polish readme	2021-01-20 23:07:53 +08:00
Dun Liang	77d841c1df	Merge branch 'patch-1' of https://github.com/Neutron3529/jittor	2020-10-17 16:04:26 +08:00
Neutron3529	b99cd28785	安装时，使用warning代替error以保证更多用户可以安装Jittor 事实上，Arch系的Linux（比如Manjaro）可以毫无压力地跑通jittor的两个测试。直接抛Error对Arch系很不友好如果可能，应该标注“随你折腾但我不提供支持”，而非“劳资不支持给爷爬” 这里是测试结果 ``` [i 0730 23:48:22.453192 64 __init__.py:219] Found g++(10.1.0) at g++ [i 0730 23:48:22.458416 64 lock.py:58] Create lock file: /home/neutron/.cache/jittor/default/jittor.lock [i 0730 23:48:22.472176 64 compiler.py:773] Found /usr/local/cuda/bin/nvcc(10.2.89) at /opt/cuda/bin/nvcc [i 0730 23:48:22.576510 64 __init__.py:211] Found gdb(9.2) at /usr/bin/gdb. [i 0730 23:48:22.585569 64 __init__.py:211] Found addr2line(2.34.0) at /usr/bin/addr2line. [i 0730 23:48:22.704478 64 compiler.py:862] pybind_include: -I/usr/include/python3.8 -I/home/neutron/.local/lib/python3.8/site-packages/pybind11/include [i 0730 23:48:22.726048 64 compiler.py:864] extension_suffix: .cpython-38-x86_64-linux-gnu.so [i 0730 23:48:22.726302 64 compiler.py:27] Create cache dir: /home/neutron/.cache/jittor/default/g++/jit [i 0730 23:48:22.726397 64 compiler.py:27] Create cache dir: /home/neutron/.cache/jittor/default/g++/obj_files [i 0730 23:48:22.726477 64 compiler.py:27] Create cache dir: /home/neutron/.cache/jittor/default/g++/gen [i 0730 23:48:40.519084 44 __init__.py:140] Total mem: 62.69GB, using 8 procs for compiling. [i 0730 23:49:22.982318 44 jit_compiler.cc:20] Load cc_path: g++ [i 0730 23:49:22.982332 44 jit_compiler.cc:23] Load nvcc_path: /opt/cuda/bin/nvcc [i 0730 23:49:23.231239 44 cuda_flags.cc:25] CUDA disabled. [i 0730 23:49:23.231441 44 init.cc:50] Found cuda archs: [61,] [i 0730 23:49:23.410772 44 __init__.py:211] Found mpicc(4.0.4) at /usr/bin/mpicc. [i 0730 23:49:23.457388 44 compiler.py:27] Create cache dir: /home/neutron/.cache/jittor/default/g++/custom_ops [i 0730 23:49:23.462019 44 compiler.py:628] handle pyjt_include /home/neutron/.local/lib/python3.8/site-packages/jittor/extern/mpi/inc/mpi_warper.h [i 0730 23:49:26.119353 44 compiler.py:27] Create cache dir: /home/neutron/.cache/jittor/nccl [i 0730 23:49:26.119479 44 compile_extern.py:256] Downloading nccl... Downloading https://github.com/NVIDIA/nccl/archive/v2.6.4-1.tar.gz to /home/neutron/.cache/jittor/nccl/nccl.tgz 147456it [00:02, 68063.71it/s] [i 0730 23:49:28.287737 44 compiler.py:27] Create cache dir: /home/neutron/.cache/jittor/cutt [i 0730 23:49:28.287928 44 compile_extern.py:184] Downloading cutt... Downloading https://github.com/Jittor/cutt/archive/master.zip to /home/neutron/.cache/jittor/cutt/cutt-master.zip 303104it [00:02, 116515.11it/s] [i 0730 23:49:30.899713 44 compile_extern.py:197] installing cutt... [i 0730 23:49:51.947955 44 compiler.py:27] Create cache dir: /home/neutron/.cache/jittor/default/g++/cuda [i 0730 23:49:54.075025 44 compile_extern.py:87] Downloading cub... Downloading https://github.com/NVlabs/cub/archive/v1.8.0.tar.gz to /home/neutron/.cache/jittor/cub/cub-1.8.0.tgz 385024it [00:03, 123466.38it/s] Using device 0: GeForce GTX 1060 (PTX version 300, SM610, 10 SMs, 4571 free / 6078 total MB physmem, 192.192 GB/s @ 4004000 kHz mem clock, ECC off) cub::DeviceRadixSort::SortPairs() 150 items (4-byte keys 4-byte values) Compare keys (selector 1): PASS Compare values (selector 1): PASS [i 0730 23:50:06.261288 44 compile_extern.py:15] found /opt/cuda/include/cublas.h [i 0730 23:50:06.261360 44 compile_extern.py:15] found /opt/cuda/lib64/libcublas.so [i 0730 23:50:08.996032 44 compile_extern.py:15] found /usr/include/cudnn.h [w 0730 23:50:08.996462 44 compile_extern.py:132] CUDA found but cudnn is not loaded: Traceback (most recent call last): File "/home/neutron/.local/lib/python3.8/site-packages/jittor/compile_extern.py", line 128, in setup_cuda_extern setup_cuda_lib(lib_name) File "/home/neutron/.local/lib/python3.8/site-packages/jittor/compile_extern.py", line 147, in setup_cuda_lib culib_path = search_file([cuda_lib, "/usr/lib/x86_64-linux-gnu"], f"lib{lib_name}.so") File "/home/neutron/.local/lib/python3.8/site-packages/jittor/compile_extern.py", line 17, in search_file LOG.f(f"file {name} not found in {dirs}") File "/home/neutron/.local/lib/python3.8/site-packages/jittor_utils/__init__.py", line 58, in f def f(self, msg): self._log('f', 0, msg) File "/home/neutron/.local/lib/python3.8/site-packages/jittor_utils/__init__.py", line 41, in _log cc.log(fileline, level, verbose, msg) RuntimeError: [f 0730 23:50:08.996143 44 compile_extern.py:17] file libcudnn.so not found in ['/opt/cuda/lib64', '/usr/lib/x86_64-linux-gnu'] [i 0730 23:50:08.996614 44 compile_extern.py:15] found /opt/cuda/include/curand.h [i 0730 23:50:08.996687 44 compile_extern.py:15] found /opt/cuda/lib64/libcurand.so step 0, loss = 0.8328441381454468 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 1, loss = 0.5198176503181458 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 2, loss = 0.6351378560066223 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 3, loss = 0.4140093922615051 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 4, loss = 0.3204501271247864 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 5, loss = 0.44037774205207825 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 6, loss = 0.18288762867450714 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 7, loss = 0.2611086070537567 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 8, loss = 0.22653912007808685 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 9, loss = 0.21002894639968872 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 10, loss = 0.1303851455450058 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 11, loss = 0.20395444333553314 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 12, loss = 0.14337126910686493 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 13, loss = 0.08256898820400238 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 14, loss = 0.10406483709812164 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 15, loss = 0.12527938187122345 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 16, loss = 0.09392567723989487 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 17, loss = 0.10157683491706848 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 18, loss = 0.0933321863412857 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 19, loss = 0.10284028947353363 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 20, loss = 0.09271053969860077 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 21, loss = 0.09947265684604645 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 22, loss = 0.10170020163059235 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 23, loss = 0.09251629561185837 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 24, loss = 0.10525894910097122 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 25, loss = 0.10247665643692017 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 26, loss = 0.10232849419116974 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 27, loss = 0.07922419160604477 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 28, loss = 0.08537382632493973 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 29, loss = 0.09615753591060638 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 30, loss = 0.08759747445583344 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 31, loss = 0.09079187363386154 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 32, loss = 0.09055172652006149 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 33, loss = 0.07319293916225433 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 34, loss = 0.08558554947376251 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 35, loss = 0.07897347956895828 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 36, loss = 0.08832217007875443 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 37, loss = 0.08432500064373016 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 38, loss = 0.07898660749197006 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 39, loss = 0.07946257293224335 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 40, loss = 0.07277138531208038 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 41, loss = 0.06747633218765259 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 42, loss = 0.07113231718540192 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 43, loss = 0.09355384856462479 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 44, loss = 0.08443115651607513 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 45, loss = 0.07502690702676773 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 46, loss = 0.08012191951274872 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 47, loss = 0.07984857261180878 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 48, loss = 0.08165553212165833 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 49, loss = 0.06320798397064209 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 50, loss = 0.08248129487037659 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 51, loss = 0.08470156043767929 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 52, loss = 0.06700315326452255 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 53, loss = 0.07387549430131912 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 54, loss = 0.06990643590688705 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 55, loss = 0.06564616411924362 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 56, loss = 0.09245341271162033 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 57, loss = 0.08479616791009903 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 58, loss = 0.08421363681554794 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 59, loss = 0.07718761265277863 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 60, loss = 0.06885848194360733 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 61, loss = 0.0663505420088768 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 62, loss = 0.08464568108320236 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 63, loss = 0.05675854906439781 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 64, loss = 0.07758475840091705 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 65, loss = 0.09627550840377808 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 66, loss = 0.08779620379209518 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 67, loss = 0.0696396753191948 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 68, loss = 0.06639474630355835 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 69, loss = 0.07093232125043869 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 70, loss = 0.06611686944961548 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 71, loss = 0.06787004321813583 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 72, loss = 0.06582334637641907 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 73, loss = 0.07895561307668686 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 74, loss = 0.046645257622003555 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 75, loss = 0.08718133717775345 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 76, loss = 0.06901140511035919 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 77, loss = 0.05220109224319458 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 78, loss = 0.05122111737728119 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 79, loss = 0.06660400331020355 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 80, loss = 0.07528485357761383 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 81, loss = 0.06267014145851135 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 82, loss = 0.06649570912122726 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 83, loss = 0.04760845750570297 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 84, loss = 0.07461514323949814 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 85, loss = 0.062397781759500504 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 86, loss = 0.0732925534248352 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 87, loss = 0.04644312337040901 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 88, loss = 0.06505735963582993 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 89, loss = 0.053730349987745285 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 90, loss = 0.04999211058020592 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 91, loss = 0.059629954397678375 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 92, loss = 0.07278401404619217 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 93, loss = 0.05510375648736954 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 94, loss = 0.05741705372929573 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 95, loss = 0.053726304322481155 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 96, loss = 0.06136232241988182 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 97, loss = 0.07052282243967056 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 98, loss = 0.06253189593553543 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 99, loss = 0.06646624207496643 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 100, loss = 0.04237673059105873 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 101, loss = 0.05763385817408562 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 102, loss = 0.06397132575511932 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 103, loss = 0.06462839245796204 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 104, loss = 0.05747741460800171 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 105, loss = 0.07362128049135208 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 106, loss = 0.060619425028562546 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 107, loss = 0.051979608833789825 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 108, loss = 0.06032789498567581 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 109, loss = 0.06123747304081917 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 110, loss = 0.05643659457564354 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 111, loss = 0.06738597899675369 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 112, loss = 0.06606127321720123 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 113, loss = 0.06317369639873505 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 114, loss = 0.0677548423409462 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 115, loss = 0.06626522541046143 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 116, loss = 0.04993833228945732 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 117, loss = 0.05385326221585274 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 118, loss = 0.05827454477548599 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 119, loss = 0.05137113854289055 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 120, loss = 0.05660410597920418 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 121, loss = 0.051847852766513824 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 122, loss = 0.06118848919868469 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 123, loss = 0.05250803753733635 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 124, loss = 0.05258561670780182 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 125, loss = 0.051791224628686905 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 126, loss = 0.04106651991605759 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 127, loss = 0.04206172004342079 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 128, loss = 0.04499621316790581 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 129, loss = 0.07239391654729843 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 130, loss = 0.04855528846383095 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 131, loss = 0.04054715111851692 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 132, loss = 0.04504208266735077 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 133, loss = 0.04921555891633034 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 134, loss = 0.062358058989048004 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 135, loss = 0.06391678005456924 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 136, loss = 0.06170245260000229 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 137, loss = 0.06258966773748398 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 138, loss = 0.044898372143507004 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 139, loss = 0.046655621379613876 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 140, loss = 0.04885188490152359 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 141, loss = 0.043545112013816833 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 142, loss = 0.04916689172387123 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 143, loss = 0.06907111406326294 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 144, loss = 0.04272283613681793 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 145, loss = 0.05954454094171524 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 146, loss = 0.0472642220556736 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 147, loss = 0.057508211582899094 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 148, loss = 0.045991357415914536 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 149, loss = 0.05364640802145004 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 150, loss = 0.0572209432721138 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 151, loss = 0.04355030134320259 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 152, loss = 0.047677285969257355 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 153, loss = 0.04253864288330078 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 154, loss = 0.043563030660152435 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 155, loss = 0.04439323768019676 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 156, loss = 0.03951762989163399 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 157, loss = 0.0444922111928463 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 158, loss = 0.051483746618032455 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 159, loss = 0.03643249347805977 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 160, loss = 0.04188160225749016 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 161, loss = 0.03893624618649483 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 162, loss = 0.03150352090597153 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 163, loss = 0.039973944425582886 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 164, loss = 0.037462860345840454 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 165, loss = 0.04349871724843979 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 166, loss = 0.030302762985229492 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 167, loss = 0.03606133908033371 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 168, loss = 0.042075127363204956 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 169, loss = 0.04374032840132713 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 170, loss = 0.025909416377544403 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 171, loss = 0.03772801533341408 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 172, loss = 0.03853893652558327 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 173, loss = 0.04496418312191963 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 174, loss = 0.04442393407225609 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 175, loss = 0.03355154022574425 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 176, loss = 0.03588180989027023 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 177, loss = 0.03588821738958359 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 178, loss = 0.04084174335002899 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 179, loss = 0.04592140391469002 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 180, loss = 0.04638294130563736 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 181, loss = 0.03535643592476845 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 182, loss = 0.037130117416381836 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 183, loss = 0.043335869908332825 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 184, loss = 0.029865313321352005 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 185, loss = 0.048111677169799805 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 186, loss = 0.0319950170814991 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 187, loss = 0.032306525856256485 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 188, loss = 0.027352306991815567 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 189, loss = 0.028802212327718735 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 190, loss = 0.03280865401029587 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 191, loss = 0.034080665558576584 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 192, loss = 0.033186789602041245 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 193, loss = 0.033747680485248566 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 194, loss = 0.03695158287882805 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 195, loss = 0.047209978103637695 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 196, loss = 0.031426943838596344 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 197, loss = 0.03382568806409836 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 198, loss = 0.03439630940556526 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 199, loss = 0.03468032553792 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 200, loss = 0.03633549436926842 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 201, loss = 0.03506496921181679 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 202, loss = 0.028010884299874306 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 203, loss = 0.02786276489496231 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 204, loss = 0.029804758727550507 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 205, loss = 0.0284674521535635 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 206, loss = 0.023828571662306786 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 207, loss = 0.024625709280371666 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 208, loss = 0.02389730140566826 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 209, loss = 0.039057403802871704 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 210, loss = 0.02053540199995041 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 211, loss = 0.025165244936943054 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 212, loss = 0.027056602761149406 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 213, loss = 0.02089143916964531 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 214, loss = 0.0292693879455328 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 215, loss = 0.019464144483208656 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 216, loss = 0.026869283989071846 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 217, loss = 0.026743534952402115 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 218, loss = 0.02156287617981434 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 219, loss = 0.02511047199368477 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 220, loss = 0.025450048968195915 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 221, loss = 0.025533290579915047 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 222, loss = 0.02648182027041912 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 223, loss = 0.01862272061407566 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 224, loss = 0.027616681531071663 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 225, loss = 0.03286540508270264 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 226, loss = 0.03184277191758156 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 227, loss = 0.01966693066060543 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 228, loss = 0.023363837972283363 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 229, loss = 0.018804049119353294 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 230, loss = 0.019528232514858246 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 231, loss = 0.019364433363080025 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 232, loss = 0.023756835609674454 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 233, loss = 0.022590233013033867 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 234, loss = 0.024340705946087837 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 235, loss = 0.017535248771309853 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 236, loss = 0.020798882469534874 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 237, loss = 0.01926495134830475 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 238, loss = 0.022122351452708244 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 239, loss = 0.017408646643161774 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 240, loss = 0.022597763687372208 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 241, loss = 0.014810746535658836 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 242, loss = 0.017067618668079376 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 243, loss = 0.020923836156725883 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 244, loss = 0.015060324221849442 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 245, loss = 0.019922127947211266 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 246, loss = 0.01884620077908039 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 247, loss = 0.01394671481102705 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 248, loss = 0.01699111983180046 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 249, loss = 0.017787011340260506 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 250, loss = 0.013602948747575283 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 251, loss = 0.014399702660739422 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 252, loss = 0.0177925955504179 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 253, loss = 0.01292814314365387 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 254, loss = 0.016217395663261414 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 255, loss = 0.016488879919052124 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 256, loss = 0.020361769944429398 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 257, loss = 0.017359109595417976 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 258, loss = 0.02099604532122612 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 259, loss = 0.013869152404367924 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 260, loss = 0.01356783602386713 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 261, loss = 0.016204437240958214 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 262, loss = 0.01330121885985136 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 263, loss = 0.01225095521658659 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 264, loss = 0.012032867409288883 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 265, loss = 0.013550451956689358 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 266, loss = 0.016739720478653908 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 267, loss = 0.009948259219527245 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 268, loss = 0.013914573937654495 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 269, loss = 0.012450909242033958 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 270, loss = 0.010645324364304543 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 271, loss = 0.008294546976685524 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 272, loss = 0.015559729188680649 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 273, loss = 0.014102626591920853 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 274, loss = 0.015396110713481903 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 275, loss = 0.013629885390400887 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 276, loss = 0.012298903428018093 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 277, loss = 0.012379017658531666 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 278, loss = 0.007838393561542034 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 279, loss = 0.017566626891493797 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 280, loss = 0.014950836077332497 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 281, loss = 0.010754020884633064 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 282, loss = 0.01146638859063387 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 283, loss = 0.016341617330908775 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 284, loss = 0.014517758041620255 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 285, loss = 0.011048718355596066 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 286, loss = 0.009926200844347477 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 287, loss = 0.007228497881442308 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 288, loss = 0.010189371183514595 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 289, loss = 0.0082332082092762 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 290, loss = 0.011205214075744152 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 291, loss = 0.011781679466366768 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 292, loss = 0.011653317138552666 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 293, loss = 0.011484910733997822 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 294, loss = 0.01179631520062685 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 295, loss = 0.010838340036571026 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 296, loss = 0.012743333354592323 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 297, loss = 0.012385827489197254 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 298, loss = 0.008362557739019394 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 299, loss = 0.01165197603404522 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 300, loss = 0.010149971581995487 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 301, loss = 0.012064095586538315 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 302, loss = 0.01389545388519764 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 303, loss = 0.012360503897070885 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 304, loss = 0.013847424648702145 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 305, loss = 0.008835366927087307 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 306, loss = 0.009206987917423248 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 307, loss = 0.010645168833434582 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 308, loss = 0.007517599035054445 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 309, loss = 0.009999463334679604 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 310, loss = 0.00995422713458538 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 311, loss = 0.009428907185792923 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 312, loss = 0.009498055092990398 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 313, loss = 0.012630730867385864 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 314, loss = 0.0087583027780056 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 315, loss = 0.004709677770733833 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 316, loss = 0.005898794624954462 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 317, loss = 0.007639904506504536 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 318, loss = 0.006669122725725174 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 319, loss = 0.010621948167681694 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 320, loss = 0.009172412566840649 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 321, loss = 0.009470558725297451 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 322, loss = 0.00991606991738081 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 323, loss = 0.0066070556640625 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 324, loss = 0.009466119110584259 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 325, loss = 0.011117693036794662 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 326, loss = 0.009644956327974796 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 327, loss = 0.007229211274534464 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 328, loss = 0.008140615187585354 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 329, loss = 0.0061680166982114315 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 330, loss = 0.010341322049498558 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 331, loss = 0.007931857369840145 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 332, loss = 0.008004087954759598 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 333, loss = 0.008828110992908478 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 334, loss = 0.007435761857777834 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 335, loss = 0.007784826215356588 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 336, loss = 0.004410053603351116 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 337, loss = 0.0066883862018585205 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 338, loss = 0.00769226998090744 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 339, loss = 0.008925718255341053 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 340, loss = 0.006680894177407026 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 341, loss = 0.006440870929509401 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 342, loss = 0.006720001809298992 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 343, loss = 0.007817097008228302 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 344, loss = 0.006791169289499521 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 345, loss = 0.007675959262996912 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 346, loss = 0.007967140525579453 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 347, loss = 0.006347663700580597 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 348, loss = 0.008090220391750336 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 349, loss = 0.005864755250513554 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 350, loss = 0.006506649311631918 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 351, loss = 0.006380968261510134 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 352, loss = 0.006192326545715332 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 353, loss = 0.008319936692714691 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 354, loss = 0.005964555311948061 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 355, loss = 0.0059361811727285385 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 356, loss = 0.006230437196791172 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 357, loss = 0.0070126173086464405 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 358, loss = 0.00835022609680891 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 359, loss = 0.005924387834966183 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 360, loss = 0.006955705117434263 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 361, loss = 0.004395060706883669 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 362, loss = 0.004975335672497749 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 363, loss = 0.00496803829446435 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 364, loss = 0.005201731808483601 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 365, loss = 0.00560684222728014 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 366, loss = 0.007520412094891071 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 367, loss = 0.005871443077921867 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 368, loss = 0.004660848528146744 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 369, loss = 0.007246739696711302 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 370, loss = 0.006953345146030188 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 371, loss = 0.008479529991745949 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 372, loss = 0.00552010303363204 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 373, loss = 0.007179410196840763 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 374, loss = 0.0059652384370565414 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 375, loss = 0.006457246374338865 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 376, loss = 0.0056961714290082455 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 377, loss = 0.004411463160067797 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 378, loss = 0.005908941384404898 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 379, loss = 0.0054120877757668495 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 380, loss = 0.0045510949566960335 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 381, loss = 0.00619455287232995 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 382, loss = 0.006455822382122278 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 383, loss = 0.006180225871503353 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 384, loss = 0.005244038533419371 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 385, loss = 0.006888060364872217 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 386, loss = 0.0054462444968521595 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 387, loss = 0.005681232083588839 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 388, loss = 0.0045657092705369 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 389, loss = 0.004028432071208954 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 390, loss = 0.006484313402324915 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 391, loss = 0.005240160506218672 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 392, loss = 0.005593723617494106 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 393, loss = 0.0037593396846204996 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 394, loss = 0.00752639677375555 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 395, loss = 0.004951325245201588 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 396, loss = 0.005089899525046349 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 397, loss = 0.006639887113124132 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 398, loss = 0.004798447713255882 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 399, loss = 0.004718047566711903 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 400, loss = 0.005353252869099379 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 401, loss = 0.005201161839067936 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 402, loss = 0.005724042188376188 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 403, loss = 0.0037517170421779156 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 404, loss = 0.005281590390950441 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 405, loss = 0.00507874833419919 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 406, loss = 0.007781327236443758 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 407, loss = 0.005596525967121124 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 408, loss = 0.004269295837730169 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 409, loss = 0.004398802295327187 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 410, loss = 0.005158447194844484 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 411, loss = 0.004302126821130514 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 412, loss = 0.005684481468051672 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 413, loss = 0.004888574127107859 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 414, loss = 0.0034585779067128897 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 415, loss = 0.0059920200146734715 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 416, loss = 0.006274941377341747 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 417, loss = 0.004000501707196236 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 418, loss = 0.005419454071670771 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 419, loss = 0.00570793217048049 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 420, loss = 0.005327228922396898 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 421, loss = 0.004675676114857197 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 422, loss = 0.005971832666546106 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 423, loss = 0.0055132354609668255 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 424, loss = 0.004928544629365206 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 425, loss = 0.005049488507211208 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 426, loss = 0.0062360637821257114 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 427, loss = 0.005438328254967928 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 428, loss = 0.003859494812786579 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 429, loss = 0.003843332175165415 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 430, loss = 0.004422818776220083 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 431, loss = 0.004220202565193176 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 432, loss = 0.004392005503177643 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 433, loss = 0.003531532594934106 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 434, loss = 0.003885396756231785 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 435, loss = 0.003089271020144224 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 436, loss = 0.003453357145190239 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 437, loss = 0.005452327895909548 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 438, loss = 0.00389865948818624 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 439, loss = 0.004120835103094578 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 440, loss = 0.005674681160598993 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 441, loss = 0.0038311644457280636 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 442, loss = 0.0033288870472460985 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 443, loss = 0.005247253924608231 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 444, loss = 0.003934287466108799 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 445, loss = 0.004228660836815834 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 446, loss = 0.003429574426263571 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 447, loss = 0.003814209718257189 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 448, loss = 0.00496218167245388 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 449, loss = 0.003751951502636075 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 450, loss = 0.0038850679993629456 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 451, loss = 0.003541623242199421 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 452, loss = 0.0031179694924503565 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 453, loss = 0.004614909645169973 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 454, loss = 0.0037342440336942673 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 455, loss = 0.005425420124083757 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 456, loss = 0.003135208273306489 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 457, loss = 0.004580311477184296 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 458, loss = 0.005601273383945227 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 459, loss = 0.0030160255264490843 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 460, loss = 0.004414494149386883 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 461, loss = 0.0041612242348492146 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 462, loss = 0.005898299161344767 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 463, loss = 0.003284140955656767 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 464, loss = 0.003694083308801055 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 465, loss = 0.0029889026191085577 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 466, loss = 0.0036303873639553785 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 467, loss = 0.004203652031719685 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 468, loss = 0.003584636840969324 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 469, loss = 0.003965304233133793 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 470, loss = 0.0031334543600678444 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 471, loss = 0.0038846819661557674 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 472, loss = 0.0033422771375626326 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 473, loss = 0.0032496999483555555 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 474, loss = 0.0030792902689427137 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 475, loss = 0.004111673217266798 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 476, loss = 0.004315992817282677 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 477, loss = 0.005363905802369118 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 478, loss = 0.003330252366140485 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 479, loss = 0.004670511465519667 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 480, loss = 0.004240112844854593 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 481, loss = 0.003464221488684416 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 482, loss = 0.0026841184590011835 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 483, loss = 0.0037460429593920708 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 484, loss = 0.004019177518785 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 485, loss = 0.0037103192880749702 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 486, loss = 0.003145590890198946 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 487, loss = 0.0032702437601983547 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 488, loss = 0.002495896304026246 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 489, loss = 0.003483348060399294 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 490, loss = 0.004866936709731817 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 491, loss = 0.003610084531828761 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 492, loss = 0.004931686446070671 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 493, loss = 0.003712928621098399 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 494, loss = 0.004326022695749998 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 495, loss = 0.0037791926879435778 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 496, loss = 0.003494882257655263 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 497, loss = 0.004158807452768087 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 498, loss = 0.002652772469446063 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 499, loss = 0.0033926174510270357 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 500, loss = 0.002891598967835307 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 501, loss = 0.003821594873443246 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 502, loss = 0.0035960867535322905 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 503, loss = 0.00330116949044168 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 504, loss = 0.0026811398565769196 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 505, loss = 0.0028933535795658827 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 506, loss = 0.004255369305610657 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 507, loss = 0.00304966839030385 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 508, loss = 0.0027590622194111347 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 509, loss = 0.002779588336125016 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 510, loss = 0.003389631165191531 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 511, loss = 0.003478770609945059 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 512, loss = 0.002765742363408208 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 513, loss = 0.004111418966203928 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 514, loss = 0.0032549703028053045 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 515, loss = 0.0027698641642928123 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 516, loss = 0.003280804492533207 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 517, loss = 0.00243827560916543 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 518, loss = 0.003734045196324587 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 519, loss = 0.003424950409680605 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 520, loss = 0.0037191009614616632 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 521, loss = 0.004573456943035126 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 522, loss = 0.0027632862329483032 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 523, loss = 0.0033408375456929207 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 524, loss = 0.0035950534511357546 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 525, loss = 0.003556865034624934 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 526, loss = 0.002527303993701935 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 527, loss = 0.003554260591045022 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 528, loss = 0.004108897875994444 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 529, loss = 0.002727789105847478 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 530, loss = 0.003441650653257966 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 531, loss = 0.003994166851043701 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 532, loss = 0.003037563757970929 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 533, loss = 0.002470401581376791 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 534, loss = 0.0031614103354513645 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 535, loss = 0.002619106089696288 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 536, loss = 0.003653393592685461 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 537, loss = 0.003938975743949413 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 538, loss = 0.0031830971129238605 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 539, loss = 0.002918077865615487 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 540, loss = 0.0019861417822539806 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 541, loss = 0.0029326716903597116 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 542, loss = 0.0023621227592229843 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 543, loss = 0.003301295218989253 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 544, loss = 0.003336407244205475 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 545, loss = 0.002275788923725486 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 546, loss = 0.004411760251969099 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 547, loss = 0.0025367008056491613 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 548, loss = 0.0030718925409018993 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 549, loss = 0.0027288179844617844 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 550, loss = 0.0035472007002681494 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 551, loss = 0.002430009888485074 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 552, loss = 0.003115694969892502 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 553, loss = 0.002298495499417186 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 554, loss = 0.0025287584867328405 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 555, loss = 0.0026567152235656977 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 556, loss = 0.0033693769946694374 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 557, loss = 0.002987995743751526 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 558, loss = 0.0032367240637540817 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 559, loss = 0.001684771734289825 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 560, loss = 0.004254999104887247 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 561, loss = 0.001926600350998342 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 562, loss = 0.0023264503106474876 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 563, loss = 0.003531071823090315 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 564, loss = 0.0033723474480211735 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 565, loss = 0.0029483470134437084 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 566, loss = 0.0029869796708226204 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 567, loss = 0.0028803180903196335 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 568, loss = 0.0025269766338169575 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 569, loss = 0.002916651079431176 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 570, loss = 0.0028195492923259735 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 571, loss = 0.002140778349712491 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 572, loss = 0.002385461935773492 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 573, loss = 0.002526954747736454 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 574, loss = 0.0028073028661310673 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 575, loss = 0.001763786538504064 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 576, loss = 0.00198748498223722 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 577, loss = 0.002914060838520527 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 578, loss = 0.0038066052366048098 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 579, loss = 0.002230259357020259 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 580, loss = 0.003409536788240075 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 581, loss = 0.0023391584400087595 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 582, loss = 0.0027620920445770025 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 583, loss = 0.0022451223339885473 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 584, loss = 0.002595464698970318 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 585, loss = 0.003357433946803212 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 586, loss = 0.0037640761584043503 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 587, loss = 0.003333614207804203 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 588, loss = 0.0024825786240398884 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 589, loss = 0.0025866548530757427 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 590, loss = 0.002632760675624013 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 591, loss = 0.0036098728887736797 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 592, loss = 0.002701111603528261 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 593, loss = 0.0029380640480667353 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 594, loss = 0.002954792929813266 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 595, loss = 0.0029150727204978466 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 596, loss = 0.002704859944060445 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 597, loss = 0.0020729750394821167 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 598, loss = 0.00202753534540534 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 599, loss = 0.002118418924510479 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 600, loss = 0.002486021025106311 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 601, loss = 0.0030798709485679865 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 602, loss = 0.0022584660910069942 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 603, loss = 0.002412655856460333 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 604, loss = 0.0026380906347185373 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 605, loss = 0.0027300037909299135 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 606, loss = 0.0027636962477117777 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 607, loss = 0.0022986652329564095 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 608, loss = 0.002338618505746126 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 609, loss = 0.0029843272641301155 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 610, loss = 0.001853499561548233 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 611, loss = 0.0026052838657051325 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 612, loss = 0.0024447867181152105 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 613, loss = 0.0024971168022602797 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 614, loss = 0.0030436075758188963 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 615, loss = 0.0031521101482212543 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 616, loss = 0.0021517733111977577 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 617, loss = 0.0021933093667030334 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 618, loss = 0.0021847302559763193 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 619, loss = 0.003108460223302245 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 620, loss = 0.00270071835257113 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 621, loss = 0.00280362437479198 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 622, loss = 0.002703978680074215 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 623, loss = 0.0031883197370916605 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 624, loss = 0.002270141150802374 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 625, loss = 0.0029891065787523985 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 626, loss = 0.003045335179194808 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 627, loss = 0.00178232800681144 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 628, loss = 0.0022102664224803448 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 629, loss = 0.0025407327339053154 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 630, loss = 0.0025068046525120735 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 631, loss = 0.002241570968180895 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 632, loss = 0.0023847706615924835 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 633, loss = 0.0020071235485374928 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 634, loss = 0.001903116935864091 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 635, loss = 0.0024415794759988785 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 636, loss = 0.0018757425714284182 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 637, loss = 0.00217640632763505 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 638, loss = 0.0022341697476804256 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 639, loss = 0.003459443338215351 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 640, loss = 0.002544508082792163 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 641, loss = 0.0018653583247214556 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 642, loss = 0.002180890180170536 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 643, loss = 0.0016471678391098976 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 644, loss = 0.0029727795626968145 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 645, loss = 0.0019486307865008712 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 646, loss = 0.0020095689687877893 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 647, loss = 0.0025718535762280226 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 648, loss = 0.002172641223296523 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 649, loss = 0.0018661066424101591 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 650, loss = 0.0016380234155803919 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 651, loss = 0.0021107445936650038 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 652, loss = 0.0021118198055773973 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 653, loss = 0.002340893726795912 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 654, loss = 0.002033558674156666 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 655, loss = 0.0015784620773047209 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 656, loss = 0.0024073051754385233 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 657, loss = 0.0021913396194577217 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 658, loss = 0.0017348616383969784 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 659, loss = 0.0023385195527225733 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 660, loss = 0.0014344060327857733 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 661, loss = 0.0021999566815793514 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 662, loss = 0.002274617087095976 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 663, loss = 0.0019580156076699495 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 664, loss = 0.0023998380638659 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 665, loss = 0.0017432832391932607 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 666, loss = 0.0017071444308385253 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 667, loss = 0.0018932955572381616 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 668, loss = 0.0014628206845372915 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 669, loss = 0.002519656205549836 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 670, loss = 0.002345514949411154 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 671, loss = 0.001883524819277227 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 672, loss = 0.0023559981491416693 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 673, loss = 0.0016570239095017314 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 674, loss = 0.001823827507905662 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 675, loss = 0.0016899608308449388 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 676, loss = 0.002494808752089739 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 677, loss = 0.0013946618419140577 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 678, loss = 0.001657206448726356 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 679, loss = 0.0020310047548264265 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 680, loss = 0.002517031505703926 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 681, loss = 0.0021064039319753647 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 682, loss = 0.0015543504850938916 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 683, loss = 0.0022173861507326365 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 684, loss = 0.0026590670458972454 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 685, loss = 0.0016578008653596044 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 686, loss = 0.0022336477413773537 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 687, loss = 0.0029270262457430363 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 688, loss = 0.002636369550600648 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 689, loss = 0.002476674737408757 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 690, loss = 0.0015409385086968541 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 691, loss = 0.001718084909953177 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 692, loss = 0.0016326491022482514 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 693, loss = 0.002224864438176155 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 694, loss = 0.0019484205404296517 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 695, loss = 0.0019593234173953533 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 696, loss = 0.0021689943969249725 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 697, loss = 0.0015795083018019795 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 698, loss = 0.001432929071597755 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 699, loss = 0.0025814580731093884 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 700, loss = 0.0015565616777166724 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 701, loss = 0.0019370552618056536 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 702, loss = 0.00213833712041378 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 703, loss = 0.001650512684136629 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 704, loss = 0.00244144513271749 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 705, loss = 0.0020535846706479788 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 706, loss = 0.001245545456185937 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 707, loss = 0.002025882015004754 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 708, loss = 0.0025072998832911253 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 709, loss = 0.0034753840882331133 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 710, loss = 0.0018306816928088665 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 711, loss = 0.0014674864942207932 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 712, loss = 0.0017252437537536025 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 713, loss = 0.0007665191078558564 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 714, loss = 0.002488631522282958 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 715, loss = 0.0023326994851231575 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 716, loss = 0.002003219909965992 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 717, loss = 0.002134511945769191 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 718, loss = 0.0018546006176620722 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 719, loss = 0.0016341167502105236 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 720, loss = 0.0012821037089452147 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 721, loss = 0.0023600419517606497 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 722, loss = 0.00199877773411572 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 723, loss = 0.002441989490762353 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 724, loss = 0.0016812827670946717 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 725, loss = 0.0010086739202961326 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 726, loss = 0.0017386033432558179 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 727, loss = 0.0022230136673897505 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 728, loss = 0.0030103912577033043 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 729, loss = 0.0024444342125207186 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 730, loss = 0.00166920549236238 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 731, loss = 0.001657488290220499 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 732, loss = 0.0017835765611380339 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 733, loss = 0.0012646731920540333 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 734, loss = 0.002516457112506032 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 735, loss = 0.0016750815557315946 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 736, loss = 0.002354318741708994 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 737, loss = 0.001901292591355741 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 738, loss = 0.002601281274110079 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 739, loss = 0.0012690420262515545 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 740, loss = 0.0011224374175071716 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 741, loss = 0.0018843729048967361 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 742, loss = 0.0017424779944121838 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 743, loss = 0.0013507930561900139 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 744, loss = 0.0020672159735113382 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 745, loss = 0.0017565181478857994 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 746, loss = 0.0016972608864307404 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 747, loss = 0.0009118583402596414 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 748, loss = 0.001690311124548316 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 749, loss = 0.001598427421413362 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 750, loss = 0.0025076644960790873 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 751, loss = 0.001932961749844253 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 752, loss = 0.002318044425919652 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 753, loss = 0.0010600448586046696 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 754, loss = 0.001918795402161777 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 755, loss = 0.001455039600841701 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 756, loss = 0.0018654321320354939 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 757, loss = 0.0018744398839771748 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 758, loss = 0.0015661203069612384 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 759, loss = 0.0020090786274522543 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 760, loss = 0.0016366211930289865 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 761, loss = 0.0020346506498754025 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 762, loss = 0.0018045736942440271 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 763, loss = 0.0016098044579848647 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 764, loss = 0.002016535960137844 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 765, loss = 0.0018166817026212811 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 766, loss = 0.0016978750936686993 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 767, loss = 0.0013948476407676935 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 768, loss = 0.0016394926933571696 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 769, loss = 0.0020957922097295523 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 770, loss = 0.002003041096031666 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 771, loss = 0.0020632431842386723 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 772, loss = 0.002174502471461892 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 773, loss = 0.0019470974802970886 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 774, loss = 0.002225341508165002 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 775, loss = 0.0011593507369980216 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 776, loss = 0.001986525719985366 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 777, loss = 0.0010513970628380775 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 778, loss = 0.0016087164403870702 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 779, loss = 0.0019678499083966017 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 780, loss = 0.0017471809405833483 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 781, loss = 0.0016972020966932178 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 782, loss = 0.001269497792236507 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 783, loss = 0.0014046576106920838 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 784, loss = 0.0019911022391170263 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 785, loss = 0.0018504527397453785 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 786, loss = 0.001754606724716723 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 787, loss = 0.0019273681100457907 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 788, loss = 0.001454190001823008 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 789, loss = 0.0015927008353173733 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 790, loss = 0.0015756541397422552 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 791, loss = 0.0019538411870598793 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 792, loss = 0.0016782322200015187 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 793, loss = 0.0017677091527730227 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 794, loss = 0.0013803523033857346 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 795, loss = 0.0015169164398685098 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 796, loss = 0.0017140575218945742 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 797, loss = 0.001393978949636221 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 798, loss = 0.0011236410355195403 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 799, loss = 0.002336973324418068 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 800, loss = 0.0013645881554111838 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 801, loss = 0.001185792381875217 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 802, loss = 0.0017802986549213529 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 803, loss = 0.0015063353348523378 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 804, loss = 0.0018644470255821943 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 805, loss = 0.0015919620636850595 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 806, loss = 0.0017570896307006478 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 807, loss = 0.0014156356919556856 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 808, loss = 0.0017206321936100721 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 809, loss = 0.001693381113000214 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 810, loss = 0.0015417692484334111 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 811, loss = 0.0013638155069202185 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 812, loss = 0.002016995334997773 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 813, loss = 0.0011862615356221795 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 814, loss = 0.00138453533872962 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 815, loss = 0.0013259021798148751 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 816, loss = 0.0014769816771149635 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 817, loss = 0.001616891473531723 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 818, loss = 0.0019842195324599743 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 819, loss = 0.0015759433154016733 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 820, loss = 0.0013314244570210576 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 821, loss = 0.0016208625165745616 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 822, loss = 0.0012820459669455886 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 823, loss = 0.001964181661605835 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 824, loss = 0.0015688849380239844 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 825, loss = 0.0013776086270809174 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 826, loss = 0.0010244072182103992 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 827, loss = 0.0015702114906162024 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 828, loss = 0.0012807789025828242 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 829, loss = 0.0015101548051461577 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 830, loss = 0.0018492694944143295 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 831, loss = 0.000840048654936254 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 832, loss = 0.0013406096259132028 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 833, loss = 0.00210176152177155 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 834, loss = 0.000968809996265918 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 835, loss = 0.0023029267322272062 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 836, loss = 0.001336120767518878 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 837, loss = 0.001801098114810884 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 838, loss = 0.0013492160942405462 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 839, loss = 0.0016726754838600755 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 840, loss = 0.0017246170900762081 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 841, loss = 0.0015095797134563327 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 842, loss = 0.0014127064496278763 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 843, loss = 0.00103572488296777 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 844, loss = 0.0018712960882112384 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 845, loss = 0.0017056636279448867 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 846, loss = 0.0017997224349528551 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 847, loss = 0.0016322003211826086 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 848, loss = 0.0017350625712424517 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 849, loss = 0.0014654326951131225 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 850, loss = 0.0012759662931784987 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 851, loss = 0.0014240734744817019 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 852, loss = 0.0014493141788989305 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 853, loss = 0.0016654912615194917 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 854, loss = 0.0014750697882845998 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 855, loss = 0.0014821557560935616 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 856, loss = 0.0011984421871602535 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 857, loss = 0.0012058103457093239 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 858, loss = 0.001756679150275886 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 859, loss = 0.0012074979022145271 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 860, loss = 0.001638074405491352 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 861, loss = 0.001732047414407134 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 862, loss = 0.0017801572103053331 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 863, loss = 0.0013673912035301328 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 864, loss = 0.002169224666431546 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 865, loss = 0.0012158885365352035 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 866, loss = 0.0014560817508026958 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 867, loss = 0.0011412887834012508 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 868, loss = 0.0012711519375443459 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 869, loss = 0.001780208433046937 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 870, loss = 0.0018699734937399626 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 871, loss = 0.0018178117461502552 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 872, loss = 0.0013287272304296494 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 873, loss = 0.0015630227280780673 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 874, loss = 0.001717241364531219 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 875, loss = 0.001068532234057784 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 876, loss = 0.0014850874431431293 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 877, loss = 0.001175768207758665 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 878, loss = 0.0013350110966712236 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 879, loss = 0.001697295461781323 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 880, loss = 0.0008863862021826208 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 881, loss = 0.001680175308138132 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 882, loss = 0.0013784542679786682 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 883, loss = 0.001229653018526733 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 884, loss = 0.001211947645060718 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 885, loss = 0.0018355974461883307 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 886, loss = 0.0014147358015179634 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 887, loss = 0.0015335245989263058 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 888, loss = 0.0012855641543865204 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 889, loss = 0.0012485985644161701 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 890, loss = 0.0016881078481674194 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 891, loss = 0.0013208043528720737 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 892, loss = 0.0017067755106836557 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 893, loss = 0.0012083158362656832 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 894, loss = 0.0013617267832159996 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 895, loss = 0.001311952481046319 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 896, loss = 0.0014770561829209328 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 897, loss = 0.0016197968507185578 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 898, loss = 0.0011272617848590016 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 899, loss = 0.0012081232853233814 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 900, loss = 0.0010016243904829025 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 901, loss = 0.0014827586710453033 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 902, loss = 0.0011168414494022727 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 903, loss = 0.0010455248411744833 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 904, loss = 0.001255991985090077 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 905, loss = 0.0014409186551347375 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 906, loss = 0.001347360317595303 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 907, loss = 0.001259004813618958 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 908, loss = 0.0012300936505198479 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 909, loss = 0.0008069117902778089 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 910, loss = 0.00122951774392277 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 911, loss = 0.0012654098682105541 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 912, loss = 0.0014730660477653146 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 913, loss = 0.0013567401329055429 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 914, loss = 0.0015807484742254019 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 915, loss = 0.0014697146834805608 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 916, loss = 0.0014018436195328832 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 917, loss = 0.0013016853481531143 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 918, loss = 0.0013721773866564035 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 919, loss = 0.0013593905605375767 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 920, loss = 0.0015724888071417809 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 921, loss = 0.0013087262632325292 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 922, loss = 0.0013430917169898748 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 923, loss = 0.0013889558613300323 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 924, loss = 0.0012191312853246927 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 925, loss = 0.0010861646151170135 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 926, loss = 0.0018853964284062386 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 927, loss = 0.0013405263889580965 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 928, loss = 0.0011492487974464893 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 929, loss = 0.0012460914440453053 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 930, loss = 0.0014518488897010684 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 931, loss = 0.001169202383607626 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 932, loss = 0.0010674480581656098 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 933, loss = 0.0014759937766939402 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 934, loss = 0.001779164420440793 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 935, loss = 0.001314099645242095 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 936, loss = 0.001115247723646462 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 937, loss = 0.0011510008480399847 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 938, loss = 0.0011056605726480484 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 939, loss = 0.0012957757571712136 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 940, loss = 0.0011110003106296062 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 941, loss = 0.0009354519424960017 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 942, loss = 0.0010464683873578906 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 943, loss = 0.0011340078199282289 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 944, loss = 0.0014256665017455816 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 945, loss = 0.0014115357771515846 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 946, loss = 0.0012003079755231738 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 947, loss = 0.0013023650972172618 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 948, loss = 0.0014045530697330832 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 949, loss = 0.0015171950217336416 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 950, loss = 0.0010236933594569564 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 951, loss = 0.001292796921916306 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 952, loss = 0.000541506742592901 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 953, loss = 0.0019237537635490298 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 954, loss = 0.001322302152402699 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 955, loss = 0.0014285563956946135 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 956, loss = 0.001386695890687406 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 957, loss = 0.0010607554577291012 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 958, loss = 0.0009688991121947765 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 959, loss = 0.0012066691415384412 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 960, loss = 0.0010153132025152445 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 961, loss = 0.0012316247448325157 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 962, loss = 0.0012024923926219344 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 963, loss = 0.0010973543394356966 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 964, loss = 0.0009953855769708753 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 965, loss = 0.0010281640570610762 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 966, loss = 0.0010591477621346712 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 967, loss = 0.0008774754824116826 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 968, loss = 0.0012037826236337423 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 969, loss = 0.0013068452244624496 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 970, loss = 0.000977056915871799 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 971, loss = 0.0012016783002763987 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 972, loss = 0.0008717438322491944 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 973, loss = 0.0016356402775272727 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 974, loss = 0.0009485682239755988 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 975, loss = 0.0013143569231033325 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 976, loss = 0.0014073721831664443 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 977, loss = 0.0017456674249842763 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 978, loss = 0.0014105003792792559 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 979, loss = 0.0012076821876689792 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 980, loss = 0.0015093759866431355 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 981, loss = 0.0014505436411127448 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 982, loss = 0.001074237865395844 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 983, loss = 0.0012474710820242763 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 984, loss = 0.0011018350487574935 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 985, loss = 0.0009131827973760664 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 986, loss = 0.0006099168676882982 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 987, loss = 0.0010235757799819112 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 988, loss = 0.0008161023142747581 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 989, loss = 0.0013769087381660938 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 990, loss = 0.0013174698688089848 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 991, loss = 0.0011371823493391275 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 992, loss = 0.0015128589002415538 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 993, loss = 0.0010326009942218661 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 994, loss = 0.0009665389661677182 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 995, loss = 0.0014801988145336509 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 996, loss = 0.0016367501812055707 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 997, loss = 0.0011712700361385942 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 998, loss = 0.0010918084299191833 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 999, loss = 0.0009948194492608309 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} . ---------------------------------------------------------------------- Ran 1 test in 19.017s OK ``` 修改libcudnn的软链接 ``` [i 0730 23:55:25.884553 60 __init__.py:219] Found g++(10.1.0) at g++ [i 0730 23:55:25.905867 08 compiler.py:773] Found /usr/local/cuda/bin/nvcc(10.2.89) at /opt/cuda/bin/nvcc [i 0730 23:55:26.006784 08 __init__.py:211] Found gdb(9.2) at /usr/bin/gdb. [i 0730 23:55:26.016349 08 __init__.py:211] Found addr2line(2.34.0) at /usr/bin/addr2line. [i 0730 23:55:26.141207 08 compiler.py:862] pybind_include: -I/usr/include/python3.8 -I/home/neutron/.local/lib/python3.8/site-packages/pybind11/include [i 0730 23:55:26.163838 08 compiler.py:864] extension_suffix: .cpython-38-x86_64-linux-gnu.so [i 0730 23:55:26.416944 08 __init__.py:140] Total mem: 62.69GB, using 8 procs for compiling. [i 0730 23:55:26.499765 08 jit_compiler.cc:20] Load cc_path: g++ [i 0730 23:55:26.499777 08 jit_compiler.cc:23] Load nvcc_path: /opt/cuda/bin/nvcc [i 0730 23:55:26.697659 08 cuda_flags.cc:25] CUDA disabled. [i 0730 23:55:26.697927 08 init.cc:50] Found cuda archs: [61,] [i 0730 23:55:26.889914 08 __init__.py:211] Found mpicc(4.0.4) at /usr/bin/mpicc. [i 0730 23:55:26.930144 08 compiler.py:628] handle pyjt_include /home/neutron/.local/lib/python3.8/site-packages/jittor/extern/mpi/inc/mpi_warper.h [i 0730 23:55:26.975956 08 compile_extern.py:256] Downloading nccl... Data file has been downloaded and verified [i 0730 23:55:27.078052 08 compile_extern.py:15] found /opt/cuda/include/cublas.h [i 0730 23:55:27.078109 08 compile_extern.py:15] found /opt/cuda/lib64/libcublas.so [i 0730 23:55:29.658720 08 compile_extern.py:15] found /usr/include/cudnn.h [i 0730 23:55:29.658779 08 compile_extern.py:15] found /opt/cuda/lib64/libcudnn.so [i 0730 23:55:29.669786 08 compiler.py:628] handle pyjt_include /home/neutron/.local/lib/python3.8/site-packages/jittor/extern/cuda/cudnn/inc/cudnn_warper.h [i 0730 23:55:33.912609 08 compile_extern.py:15] found /opt/cuda/include/curand.h [i 0730 23:55:33.912656 08 compile_extern.py:15] found /opt/cuda/lib64/libcurand.so step 0, loss = 0.8328441381454468 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 1, loss = 0.5198176503181458 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 2, loss = 0.6351378560066223 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 3, loss = 0.4140093922615051 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 4, loss = 0.3204501271247864 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 5, loss = 0.44037774205207825 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 6, loss = 0.18288762867450714 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 7, loss = 0.2611086070537567 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 8, loss = 0.22653912007808685 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 9, loss = 0.21002894639968872 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 10, loss = 0.1303851455450058 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 11, loss = 0.20395444333553314 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 12, loss = 0.14337126910686493 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 13, loss = 0.08256898820400238 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 14, loss = 0.10406483709812164 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 15, loss = 0.12527938187122345 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 16, loss = 0.09392567723989487 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 17, loss = 0.10157683491706848 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 18, loss = 0.0933321863412857 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 19, loss = 0.10284028947353363 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 20, loss = 0.09271053969860077 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 21, loss = 0.09947265684604645 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 22, loss = 0.10170020163059235 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 23, loss = 0.09251629561185837 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 24, loss = 0.10525894910097122 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 25, loss = 0.10247665643692017 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 26, loss = 0.10232849419116974 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 27, loss = 0.07922419160604477 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 28, loss = 0.08537382632493973 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 29, loss = 0.09615753591060638 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 30, loss = 0.08759747445583344 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 31, loss = 0.09079187363386154 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 32, loss = 0.09055172652006149 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 33, loss = 0.07319293916225433 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 34, loss = 0.08558554947376251 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 35, loss = 0.07897347956895828 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 36, loss = 0.08832217007875443 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 37, loss = 0.08432500064373016 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 38, loss = 0.07898660749197006 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 39, loss = 0.07946257293224335 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 40, loss = 0.07277138531208038 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 41, loss = 0.06747633218765259 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 42, loss = 0.07113231718540192 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 43, loss = 0.09355384856462479 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 44, loss = 0.08443115651607513 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 45, loss = 0.07502690702676773 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 46, loss = 0.08012191951274872 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 47, loss = 0.07984857261180878 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 48, loss = 0.08165553212165833 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 49, loss = 0.06320798397064209 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 50, loss = 0.08248129487037659 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 51, loss = 0.08470156043767929 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 52, loss = 0.06700315326452255 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 53, loss = 0.07387549430131912 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 54, loss = 0.06990643590688705 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 55, loss = 0.06564616411924362 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 56, loss = 0.09245341271162033 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 57, loss = 0.08479616791009903 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 58, loss = 0.08421363681554794 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 59, loss = 0.07718761265277863 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 60, loss = 0.06885848194360733 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 61, loss = 0.0663505420088768 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 62, loss = 0.08464568108320236 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 63, loss = 0.05675854906439781 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 64, loss = 0.07758475840091705 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 65, loss = 0.09627550840377808 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 66, loss = 0.08779620379209518 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 67, loss = 0.0696396753191948 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 68, loss = 0.06639474630355835 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 69, loss = 0.07093232125043869 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 70, loss = 0.06611686944961548 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 71, loss = 0.06787004321813583 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 72, loss = 0.06582334637641907 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 73, loss = 0.07895561307668686 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 74, loss = 0.046645257622003555 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 75, loss = 0.08718133717775345 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 76, loss = 0.06901140511035919 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 77, loss = 0.05220109224319458 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 78, loss = 0.05122111737728119 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 79, loss = 0.06660400331020355 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 80, loss = 0.07528485357761383 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 81, loss = 0.06267014145851135 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 82, loss = 0.06649570912122726 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 83, loss = 0.04760845750570297 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 84, loss = 0.07461514323949814 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 85, loss = 0.062397781759500504 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 86, loss = 0.0732925534248352 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 87, loss = 0.04644312337040901 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 88, loss = 0.06505735963582993 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 89, loss = 0.053730349987745285 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 90, loss = 0.04999211058020592 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 91, loss = 0.059629954397678375 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 92, loss = 0.07278401404619217 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 93, loss = 0.05510375648736954 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 94, loss = 0.05741705372929573 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 95, loss = 0.053726304322481155 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 96, loss = 0.06136232241988182 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 97, loss = 0.07052282243967056 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 98, loss = 0.06253189593553543 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 99, loss = 0.06646624207496643 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 100, loss = 0.04237673059105873 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 101, loss = 0.05763385817408562 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 102, loss = 0.06397132575511932 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 103, loss = 0.06462839245796204 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 104, loss = 0.05747741460800171 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 105, loss = 0.07362128049135208 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 106, loss = 0.060619425028562546 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 107, loss = 0.051979608833789825 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 108, loss = 0.06032789498567581 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 109, loss = 0.06123747304081917 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 110, loss = 0.05643659457564354 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 111, loss = 0.06738597899675369 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 112, loss = 0.06606127321720123 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 113, loss = 0.06317369639873505 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 114, loss = 0.0677548423409462 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 115, loss = 0.06626522541046143 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 116, loss = 0.04993833228945732 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 117, loss = 0.05385326221585274 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 118, loss = 0.05827454477548599 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 119, loss = 0.05137113854289055 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 120, loss = 0.05660410597920418 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 121, loss = 0.051847852766513824 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 122, loss = 0.06118848919868469 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 123, loss = 0.05250803753733635 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 124, loss = 0.05258561670780182 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 125, loss = 0.051791224628686905 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 126, loss = 0.04106651991605759 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 127, loss = 0.04206172004342079 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 128, loss = 0.04499621316790581 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 129, loss = 0.07239391654729843 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 130, loss = 0.04855528846383095 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 131, loss = 0.04054715111851692 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 132, loss = 0.04504208266735077 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 133, loss = 0.04921555891633034 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 134, loss = 0.062358058989048004 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 135, loss = 0.06391678005456924 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 136, loss = 0.06170245260000229 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 137, loss = 0.06258966773748398 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 138, loss = 0.044898372143507004 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 139, loss = 0.046655621379613876 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 140, loss = 0.04885188490152359 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 141, loss = 0.043545112013816833 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 142, loss = 0.04916689172387123 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 143, loss = 0.06907111406326294 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 144, loss = 0.04272283613681793 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 145, loss = 0.05954454094171524 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 146, loss = 0.0472642220556736 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 147, loss = 0.057508211582899094 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 148, loss = 0.045991357415914536 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 149, loss = 0.05364640802145004 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 150, loss = 0.0572209432721138 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 151, loss = 0.04355030134320259 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 152, loss = 0.047677285969257355 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 153, loss = 0.04253864288330078 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 154, loss = 0.043563030660152435 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 155, loss = 0.04439323768019676 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 156, loss = 0.03951762989163399 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 157, loss = 0.0444922111928463 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 158, loss = 0.051483746618032455 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 159, loss = 0.03643249347805977 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 160, loss = 0.04188160225749016 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 161, loss = 0.03893624618649483 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 162, loss = 0.03150352090597153 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 163, loss = 0.039973944425582886 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 164, loss = 0.037462860345840454 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 165, loss = 0.04349871724843979 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 166, loss = 0.030302762985229492 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 167, loss = 0.03606133908033371 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 168, loss = 0.042075127363204956 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 169, loss = 0.04374032840132713 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 170, loss = 0.025909416377544403 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 171, loss = 0.03772801533341408 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 172, loss = 0.03853893652558327 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 173, loss = 0.04496418312191963 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 174, loss = 0.04442393407225609 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 175, loss = 0.03355154022574425 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 176, loss = 0.03588180989027023 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 177, loss = 0.03588821738958359 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 178, loss = 0.04084174335002899 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 179, loss = 0.04592140391469002 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 180, loss = 0.04638294130563736 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 181, loss = 0.03535643592476845 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 182, loss = 0.037130117416381836 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 183, loss = 0.043335869908332825 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 184, loss = 0.029865313321352005 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 185, loss = 0.048111677169799805 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 186, loss = 0.0319950170814991 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 187, loss = 0.032306525856256485 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 188, loss = 0.027352306991815567 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 189, loss = 0.028802212327718735 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 190, loss = 0.03280865401029587 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 191, loss = 0.034080665558576584 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 192, loss = 0.033186789602041245 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 193, loss = 0.033747680485248566 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 194, loss = 0.03695158287882805 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 195, loss = 0.047209978103637695 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 196, loss = 0.031426943838596344 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 197, loss = 0.03382568806409836 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 198, loss = 0.03439630940556526 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 199, loss = 0.03468032553792 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 200, loss = 0.03633549436926842 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 201, loss = 0.03506496921181679 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 202, loss = 0.028010884299874306 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 203, loss = 0.02786276489496231 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 204, loss = 0.029804758727550507 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 205, loss = 0.0284674521535635 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 206, loss = 0.023828571662306786 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 207, loss = 0.024625709280371666 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 208, loss = 0.02389730140566826 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 209, loss = 0.039057403802871704 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 210, loss = 0.02053540199995041 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 211, loss = 0.025165244936943054 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 212, loss = 0.027056602761149406 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 213, loss = 0.02089143916964531 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 214, loss = 0.0292693879455328 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 215, loss = 0.019464144483208656 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 216, loss = 0.026869283989071846 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 217, loss = 0.026743534952402115 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 218, loss = 0.02156287617981434 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 219, loss = 0.02511047199368477 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 220, loss = 0.025450048968195915 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 221, loss = 0.025533290579915047 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 222, loss = 0.02648182027041912 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 223, loss = 0.01862272061407566 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 224, loss = 0.027616681531071663 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 225, loss = 0.03286540508270264 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 226, loss = 0.03184277191758156 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 227, loss = 0.01966693066060543 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 228, loss = 0.023363837972283363 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 229, loss = 0.018804049119353294 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 230, loss = 0.019528232514858246 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 231, loss = 0.019364433363080025 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 232, loss = 0.023756835609674454 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 233, loss = 0.022590233013033867 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 234, loss = 0.024340705946087837 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 235, loss = 0.017535248771309853 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 236, loss = 0.020798882469534874 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 237, loss = 0.01926495134830475 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 238, loss = 0.022122351452708244 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 239, loss = 0.017408646643161774 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 240, loss = 0.022597763687372208 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 241, loss = 0.014810746535658836 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 242, loss = 0.017067618668079376 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 243, loss = 0.020923836156725883 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 244, loss = 0.015060324221849442 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 245, loss = 0.019922127947211266 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 246, loss = 0.01884620077908039 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 247, loss = 0.01394671481102705 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 248, loss = 0.01699111983180046 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 249, loss = 0.017787011340260506 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 250, loss = 0.013602948747575283 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 251, loss = 0.014399702660739422 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 252, loss = 0.0177925955504179 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 253, loss = 0.01292814314365387 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 254, loss = 0.016217395663261414 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 255, loss = 0.016488879919052124 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 256, loss = 0.020361769944429398 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 257, loss = 0.017359109595417976 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 258, loss = 0.02099604532122612 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 259, loss = 0.013869152404367924 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 260, loss = 0.01356783602386713 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 261, loss = 0.016204437240958214 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 262, loss = 0.01330121885985136 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 263, loss = 0.01225095521658659 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 264, loss = 0.012032867409288883 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 265, loss = 0.013550451956689358 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 266, loss = 0.016739720478653908 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 267, loss = 0.009948259219527245 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 268, loss = 0.013914573937654495 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 269, loss = 0.012450909242033958 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 270, loss = 0.010645324364304543 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 271, loss = 0.008294546976685524 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 272, loss = 0.015559729188680649 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 273, loss = 0.014102626591920853 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 274, loss = 0.015396110713481903 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 275, loss = 0.013629885390400887 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 276, loss = 0.012298903428018093 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 277, loss = 0.012379017658531666 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 278, loss = 0.007838393561542034 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 279, loss = 0.017566626891493797 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 280, loss = 0.014950836077332497 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 281, loss = 0.010754020884633064 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 282, loss = 0.01146638859063387 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 283, loss = 0.016341617330908775 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 284, loss = 0.014517758041620255 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 285, loss = 0.011048718355596066 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 286, loss = 0.009926200844347477 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 287, loss = 0.007228497881442308 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 288, loss = 0.010189371183514595 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 289, loss = 0.0082332082092762 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 290, loss = 0.011205214075744152 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 291, loss = 0.011781679466366768 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 292, loss = 0.011653317138552666 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 293, loss = 0.011484910733997822 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 294, loss = 0.01179631520062685 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 295, loss = 0.010838340036571026 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 296, loss = 0.012743333354592323 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 297, loss = 0.012385827489197254 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 298, loss = 0.008362557739019394 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 299, loss = 0.01165197603404522 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 300, loss = 0.010149971581995487 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 301, loss = 0.012064095586538315 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 302, loss = 0.01389545388519764 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 303, loss = 0.012360503897070885 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 304, loss = 0.013847424648702145 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 305, loss = 0.008835366927087307 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 306, loss = 0.009206987917423248 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 307, loss = 0.010645168833434582 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 308, loss = 0.007517599035054445 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 309, loss = 0.009999463334679604 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 310, loss = 0.00995422713458538 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 311, loss = 0.009428907185792923 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 312, loss = 0.009498055092990398 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 313, loss = 0.012630730867385864 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 314, loss = 0.0087583027780056 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 315, loss = 0.004709677770733833 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 316, loss = 0.005898794624954462 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 317, loss = 0.007639904506504536 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 318, loss = 0.006669122725725174 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 319, loss = 0.010621948167681694 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 320, loss = 0.009172412566840649 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 321, loss = 0.009470558725297451 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 322, loss = 0.00991606991738081 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 323, loss = 0.0066070556640625 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 324, loss = 0.009466119110584259 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 325, loss = 0.011117693036794662 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 326, loss = 0.009644956327974796 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 327, loss = 0.007229211274534464 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 328, loss = 0.008140615187585354 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 329, loss = 0.0061680166982114315 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 330, loss = 0.010341322049498558 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 331, loss = 0.007931857369840145 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 332, loss = 0.008004087954759598 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 333, loss = 0.008828110992908478 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 334, loss = 0.007435761857777834 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 335, loss = 0.007784826215356588 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 336, loss = 0.004410053603351116 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 337, loss = 0.0066883862018585205 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 338, loss = 0.00769226998090744 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 339, loss = 0.008925718255341053 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 340, loss = 0.006680894177407026 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 341, loss = 0.006440870929509401 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 342, loss = 0.006720001809298992 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 343, loss = 0.007817097008228302 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 344, loss = 0.006791169289499521 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 345, loss = 0.007675959262996912 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 346, loss = 0.007967140525579453 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 347, loss = 0.006347663700580597 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 348, loss = 0.008090220391750336 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 349, loss = 0.005864755250513554 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 350, loss = 0.006506649311631918 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 351, loss = 0.006380968261510134 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 352, loss = 0.006192326545715332 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 353, loss = 0.008319936692714691 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 354, loss = 0.005964555311948061 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 355, loss = 0.0059361811727285385 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 356, loss = 0.006230437196791172 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 357, loss = 0.0070126173086464405 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 358, loss = 0.00835022609680891 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 359, loss = 0.005924387834966183 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 360, loss = 0.006955705117434263 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 361, loss = 0.004395060706883669 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 362, loss = 0.004975335672497749 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 363, loss = 0.00496803829446435 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 364, loss = 0.005201731808483601 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 365, loss = 0.00560684222728014 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 366, loss = 0.007520412094891071 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 367, loss = 0.005871443077921867 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 368, loss = 0.004660848528146744 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 369, loss = 0.007246739696711302 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 370, loss = 0.006953345146030188 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 371, loss = 0.008479529991745949 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 372, loss = 0.00552010303363204 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 373, loss = 0.007179410196840763 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 374, loss = 0.0059652384370565414 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 375, loss = 0.006457246374338865 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 376, loss = 0.0056961714290082455 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 377, loss = 0.004411463160067797 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 378, loss = 0.005908941384404898 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 379, loss = 0.0054120877757668495 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 380, loss = 0.0045510949566960335 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 381, loss = 0.00619455287232995 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 382, loss = 0.006455822382122278 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 383, loss = 0.006180225871503353 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 384, loss = 0.005244038533419371 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 385, loss = 0.006888060364872217 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 386, loss = 0.0054462444968521595 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 387, loss = 0.005681232083588839 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 388, loss = 0.0045657092705369 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 389, loss = 0.004028432071208954 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 390, loss = 0.006484313402324915 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 391, loss = 0.005240160506218672 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 392, loss = 0.005593723617494106 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 393, loss = 0.0037593396846204996 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 394, loss = 0.00752639677375555 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 395, loss = 0.004951325245201588 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 396, loss = 0.005089899525046349 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 397, loss = 0.006639887113124132 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 398, loss = 0.004798447713255882 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 399, loss = 0.004718047566711903 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 400, loss = 0.005353252869099379 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 401, loss = 0.005201161839067936 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 402, loss = 0.005724042188376188 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 403, loss = 0.0037517170421779156 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 404, loss = 0.005281590390950441 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 405, loss = 0.00507874833419919 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 406, loss = 0.007781327236443758 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 407, loss = 0.005596525967121124 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 408, loss = 0.004269295837730169 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 409, loss = 0.004398802295327187 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 410, loss = 0.005158447194844484 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 411, loss = 0.004302126821130514 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 412, loss = 0.005684481468051672 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 413, loss = 0.004888574127107859 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 414, loss = 0.0034585779067128897 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 415, loss = 0.0059920200146734715 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 416, loss = 0.006274941377341747 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 417, loss = 0.004000501707196236 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 418, loss = 0.005419454071670771 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 419, loss = 0.00570793217048049 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 420, loss = 0.005327228922396898 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 421, loss = 0.004675676114857197 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 422, loss = 0.005971832666546106 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 423, loss = 0.0055132354609668255 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 424, loss = 0.004928544629365206 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 425, loss = 0.005049488507211208 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 426, loss = 0.0062360637821257114 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 427, loss = 0.005438328254967928 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 428, loss = 0.003859494812786579 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 429, loss = 0.003843332175165415 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 430, loss = 0.004422818776220083 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 431, loss = 0.004220202565193176 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 432, loss = 0.004392005503177643 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 433, loss = 0.003531532594934106 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 434, loss = 0.003885396756231785 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 435, loss = 0.003089271020144224 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 436, loss = 0.003453357145190239 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 437, loss = 0.005452327895909548 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 438, loss = 0.00389865948818624 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 439, loss = 0.004120835103094578 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 440, loss = 0.005674681160598993 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 441, loss = 0.0038311644457280636 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 442, loss = 0.0033288870472460985 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 443, loss = 0.005247253924608231 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 444, loss = 0.003934287466108799 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 445, loss = 0.004228660836815834 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 446, loss = 0.003429574426263571 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 447, loss = 0.003814209718257189 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 448, loss = 0.00496218167245388 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 449, loss = 0.003751951502636075 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 450, loss = 0.0038850679993629456 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 451, loss = 0.003541623242199421 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 452, loss = 0.0031179694924503565 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 453, loss = 0.004614909645169973 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 454, loss = 0.0037342440336942673 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 455, loss = 0.005425420124083757 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 456, loss = 0.003135208273306489 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 457, loss = 0.004580311477184296 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 458, loss = 0.005601273383945227 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 459, loss = 0.0030160255264490843 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 460, loss = 0.004414494149386883 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 461, loss = 0.0041612242348492146 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 462, loss = 0.005898299161344767 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 463, loss = 0.003284140955656767 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 464, loss = 0.003694083308801055 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 465, loss = 0.0029889026191085577 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 466, loss = 0.0036303873639553785 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 467, loss = 0.004203652031719685 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 468, loss = 0.003584636840969324 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 469, loss = 0.003965304233133793 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 470, loss = 0.0031334543600678444 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 471, loss = 0.0038846819661557674 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 472, loss = 0.0033422771375626326 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 473, loss = 0.0032496999483555555 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 474, loss = 0.0030792902689427137 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 475, loss = 0.004111673217266798 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 476, loss = 0.004315992817282677 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 477, loss = 0.005363905802369118 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 478, loss = 0.003330252366140485 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 479, loss = 0.004670511465519667 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 480, loss = 0.004240112844854593 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 481, loss = 0.003464221488684416 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 482, loss = 0.0026841184590011835 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 483, loss = 0.0037460429593920708 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 484, loss = 0.004019177518785 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 485, loss = 0.0037103192880749702 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 486, loss = 0.003145590890198946 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 487, loss = 0.0032702437601983547 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 488, loss = 0.002495896304026246 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 489, loss = 0.003483348060399294 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 490, loss = 0.004866936709731817 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 491, loss = 0.003610084531828761 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 492, loss = 0.004931686446070671 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 493, loss = 0.003712928621098399 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 494, loss = 0.004326022695749998 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 495, loss = 0.0037791926879435778 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 496, loss = 0.003494882257655263 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 497, loss = 0.004158807452768087 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 498, loss = 0.002652772469446063 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 499, loss = 0.0033926174510270357 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 500, loss = 0.002891598967835307 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 501, loss = 0.003821594873443246 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 502, loss = 0.0035960867535322905 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 503, loss = 0.00330116949044168 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 504, loss = 0.0026811398565769196 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 505, loss = 0.0028933535795658827 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 506, loss = 0.004255369305610657 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 507, loss = 0.00304966839030385 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 508, loss = 0.0027590622194111347 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 509, loss = 0.002779588336125016 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 510, loss = 0.003389631165191531 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 511, loss = 0.003478770609945059 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 512, loss = 0.002765742363408208 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 513, loss = 0.004111418966203928 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 514, loss = 0.0032549703028053045 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 515, loss = 0.0027698641642928123 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 516, loss = 0.003280804492533207 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 517, loss = 0.00243827560916543 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 518, loss = 0.003734045196324587 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 519, loss = 0.003424950409680605 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 520, loss = 0.0037191009614616632 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 521, loss = 0.004573456943035126 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 522, loss = 0.0027632862329483032 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 523, loss = 0.0033408375456929207 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 524, loss = 0.0035950534511357546 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 525, loss = 0.003556865034624934 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 526, loss = 0.002527303993701935 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 527, loss = 0.003554260591045022 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 528, loss = 0.004108897875994444 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 529, loss = 0.002727789105847478 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 530, loss = 0.003441650653257966 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 531, loss = 0.003994166851043701 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 532, loss = 0.003037563757970929 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 533, loss = 0.002470401581376791 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 534, loss = 0.0031614103354513645 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 535, loss = 0.002619106089696288 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 536, loss = 0.003653393592685461 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 537, loss = 0.003938975743949413 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 538, loss = 0.0031830971129238605 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 539, loss = 0.002918077865615487 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 540, loss = 0.0019861417822539806 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 541, loss = 0.0029326716903597116 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 542, loss = 0.0023621227592229843 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 543, loss = 0.003301295218989253 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 544, loss = 0.003336407244205475 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 545, loss = 0.002275788923725486 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 546, loss = 0.004411760251969099 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 547, loss = 0.0025367008056491613 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 548, loss = 0.0030718925409018993 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 549, loss = 0.0027288179844617844 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 550, loss = 0.0035472007002681494 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 551, loss = 0.002430009888485074 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 552, loss = 0.003115694969892502 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 553, loss = 0.002298495499417186 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 554, loss = 0.0025287584867328405 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 555, loss = 0.0026567152235656977 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 556, loss = 0.0033693769946694374 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 557, loss = 0.002987995743751526 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 558, loss = 0.0032367240637540817 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 559, loss = 0.001684771734289825 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 560, loss = 0.004254999104887247 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 561, loss = 0.001926600350998342 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 562, loss = 0.0023264503106474876 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 563, loss = 0.003531071823090315 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 564, loss = 0.0033723474480211735 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 565, loss = 0.0029483470134437084 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 566, loss = 0.0029869796708226204 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 567, loss = 0.0028803180903196335 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 568, loss = 0.0025269766338169575 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 569, loss = 0.002916651079431176 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 570, loss = 0.0028195492923259735 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 571, loss = 0.002140778349712491 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 572, loss = 0.002385461935773492 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 573, loss = 0.002526954747736454 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 574, loss = 0.0028073028661310673 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 575, loss = 0.001763786538504064 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 576, loss = 0.00198748498223722 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 577, loss = 0.002914060838520527 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 578, loss = 0.0038066052366048098 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 579, loss = 0.002230259357020259 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 580, loss = 0.003409536788240075 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 581, loss = 0.0023391584400087595 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 582, loss = 0.0027620920445770025 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 583, loss = 0.0022451223339885473 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 584, loss = 0.002595464698970318 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 585, loss = 0.003357433946803212 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 586, loss = 0.0037640761584043503 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 587, loss = 0.003333614207804203 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 588, loss = 0.0024825786240398884 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 589, loss = 0.0025866548530757427 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 590, loss = 0.002632760675624013 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 591, loss = 0.0036098728887736797 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 592, loss = 0.002701111603528261 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 593, loss = 0.0029380640480667353 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 594, loss = 0.002954792929813266 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 595, loss = 0.0029150727204978466 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 596, loss = 0.002704859944060445 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 597, loss = 0.0020729750394821167 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 598, loss = 0.00202753534540534 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 599, loss = 0.002118418924510479 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 600, loss = 0.002486021025106311 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 601, loss = 0.0030798709485679865 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 602, loss = 0.0022584660910069942 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 603, loss = 0.002412655856460333 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 604, loss = 0.0026380906347185373 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 605, loss = 0.0027300037909299135 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 606, loss = 0.0027636962477117777 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 607, loss = 0.0022986652329564095 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 608, loss = 0.002338618505746126 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 609, loss = 0.0029843272641301155 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 610, loss = 0.001853499561548233 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 611, loss = 0.0026052838657051325 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 612, loss = 0.0024447867181152105 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 613, loss = 0.0024971168022602797 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 614, loss = 0.0030436075758188963 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 615, loss = 0.0031521101482212543 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 616, loss = 0.0021517733111977577 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 617, loss = 0.0021933093667030334 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 618, loss = 0.0021847302559763193 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 619, loss = 0.003108460223302245 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 620, loss = 0.00270071835257113 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 621, loss = 0.00280362437479198 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 622, loss = 0.002703978680074215 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 623, loss = 0.0031883197370916605 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 624, loss = 0.002270141150802374 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 625, loss = 0.0029891065787523985 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 626, loss = 0.003045335179194808 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 627, loss = 0.00178232800681144 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 628, loss = 0.0022102664224803448 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 629, loss = 0.0025407327339053154 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 630, loss = 0.0025068046525120735 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 631, loss = 0.002241570968180895 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 632, loss = 0.0023847706615924835 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 633, loss = 0.0020071235485374928 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 634, loss = 0.001903116935864091 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 635, loss = 0.0024415794759988785 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 636, loss = 0.0018757425714284182 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 637, loss = 0.00217640632763505 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 638, loss = 0.0022341697476804256 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 639, loss = 0.003459443338215351 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 640, loss = 0.002544508082792163 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 641, loss = 0.0018653583247214556 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 642, loss = 0.002180890180170536 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 643, loss = 0.0016471678391098976 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 644, loss = 0.0029727795626968145 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 645, loss = 0.0019486307865008712 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 646, loss = 0.0020095689687877893 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 647, loss = 0.0025718535762280226 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 648, loss = 0.002172641223296523 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 649, loss = 0.0018661066424101591 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 650, loss = 0.0016380234155803919 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 651, loss = 0.0021107445936650038 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 652, loss = 0.0021118198055773973 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 653, loss = 0.002340893726795912 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 654, loss = 0.002033558674156666 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 655, loss = 0.0015784620773047209 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 656, loss = 0.0024073051754385233 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 657, loss = 0.0021913396194577217 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 658, loss = 0.0017348616383969784 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 659, loss = 0.0023385195527225733 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 660, loss = 0.0014344060327857733 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 661, loss = 0.0021999566815793514 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 662, loss = 0.002274617087095976 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 663, loss = 0.0019580156076699495 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 664, loss = 0.0023998380638659 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 665, loss = 0.0017432832391932607 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 666, loss = 0.0017071444308385253 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 667, loss = 0.0018932955572381616 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 668, loss = 0.0014628206845372915 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 669, loss = 0.002519656205549836 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 670, loss = 0.002345514949411154 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 671, loss = 0.001883524819277227 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 672, loss = 0.0023559981491416693 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 673, loss = 0.0016570239095017314 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 674, loss = 0.001823827507905662 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 675, loss = 0.0016899608308449388 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 676, loss = 0.002494808752089739 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 677, loss = 0.0013946618419140577 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 678, loss = 0.001657206448726356 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 679, loss = 0.0020310047548264265 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 680, loss = 0.002517031505703926 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 681, loss = 0.0021064039319753647 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 682, loss = 0.0015543504850938916 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 683, loss = 0.0022173861507326365 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 684, loss = 0.0026590670458972454 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 685, loss = 0.0016578008653596044 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 686, loss = 0.0022336477413773537 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 687, loss = 0.0029270262457430363 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 688, loss = 0.002636369550600648 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 689, loss = 0.002476674737408757 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 690, loss = 0.0015409385086968541 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 691, loss = 0.001718084909953177 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 692, loss = 0.0016326491022482514 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 693, loss = 0.002224864438176155 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 694, loss = 0.0019484205404296517 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 695, loss = 0.0019593234173953533 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 696, loss = 0.0021689943969249725 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 697, loss = 0.0015795083018019795 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 698, loss = 0.001432929071597755 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 699, loss = 0.0025814580731093884 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 700, loss = 0.0015565616777166724 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 701, loss = 0.0019370552618056536 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 702, loss = 0.00213833712041378 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 703, loss = 0.001650512684136629 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 704, loss = 0.00244144513271749 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 705, loss = 0.0020535846706479788 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 706, loss = 0.001245545456185937 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 707, loss = 0.002025882015004754 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 708, loss = 0.0025072998832911253 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 709, loss = 0.0034753840882331133 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 710, loss = 0.0018306816928088665 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 711, loss = 0.0014674864942207932 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 712, loss = 0.0017252437537536025 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 713, loss = 0.0007665191078558564 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 714, loss = 0.002488631522282958 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 715, loss = 0.0023326994851231575 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 716, loss = 0.002003219909965992 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 717, loss = 0.002134511945769191 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 718, loss = 0.0018546006176620722 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 719, loss = 0.0016341167502105236 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 720, loss = 0.0012821037089452147 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 721, loss = 0.0023600419517606497 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 722, loss = 0.00199877773411572 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 723, loss = 0.002441989490762353 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 724, loss = 0.0016812827670946717 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 725, loss = 0.0010086739202961326 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 726, loss = 0.0017386033432558179 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 727, loss = 0.0022230136673897505 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 728, loss = 0.0030103912577033043 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 729, loss = 0.0024444342125207186 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 730, loss = 0.00166920549236238 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 731, loss = 0.001657488290220499 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 732, loss = 0.0017835765611380339 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 733, loss = 0.0012646731920540333 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 734, loss = 0.002516457112506032 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 735, loss = 0.0016750815557315946 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 736, loss = 0.002354318741708994 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 737, loss = 0.001901292591355741 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 738, loss = 0.002601281274110079 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 739, loss = 0.0012690420262515545 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 740, loss = 0.0011224374175071716 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 741, loss = 0.0018843729048967361 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 742, loss = 0.0017424779944121838 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 743, loss = 0.0013507930561900139 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 744, loss = 0.0020672159735113382 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 745, loss = 0.0017565181478857994 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 746, loss = 0.0016972608864307404 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 747, loss = 0.0009118583402596414 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 748, loss = 0.001690311124548316 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 749, loss = 0.001598427421413362 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 750, loss = 0.0025076644960790873 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 751, loss = 0.001932961749844253 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 752, loss = 0.002318044425919652 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 753, loss = 0.0010600448586046696 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 754, loss = 0.001918795402161777 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 755, loss = 0.001455039600841701 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 756, loss = 0.0018654321320354939 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 757, loss = 0.0018744398839771748 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 758, loss = 0.0015661203069612384 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 759, loss = 0.0020090786274522543 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 760, loss = 0.0016366211930289865 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 761, loss = 0.0020346506498754025 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 762, loss = 0.0018045736942440271 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 763, loss = 0.0016098044579848647 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 764, loss = 0.002016535960137844 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 765, loss = 0.0018166817026212811 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 766, loss = 0.0016978750936686993 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 767, loss = 0.0013948476407676935 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 768, loss = 0.0016394926933571696 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 769, loss = 0.0020957922097295523 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 770, loss = 0.002003041096031666 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 771, loss = 0.0020632431842386723 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 772, loss = 0.002174502471461892 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 773, loss = 0.0019470974802970886 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 774, loss = 0.002225341508165002 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 775, loss = 0.0011593507369980216 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 776, loss = 0.001986525719985366 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 777, loss = 0.0010513970628380775 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 778, loss = 0.0016087164403870702 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 779, loss = 0.0019678499083966017 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 780, loss = 0.0017471809405833483 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 781, loss = 0.0016972020966932178 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 782, loss = 0.001269497792236507 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 783, loss = 0.0014046576106920838 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 784, loss = 0.0019911022391170263 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 785, loss = 0.0018504527397453785 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 786, loss = 0.001754606724716723 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 787, loss = 0.0019273681100457907 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 788, loss = 0.001454190001823008 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 789, loss = 0.0015927008353173733 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 790, loss = 0.0015756541397422552 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 791, loss = 0.0019538411870598793 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 792, loss = 0.0016782322200015187 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 793, loss = 0.0017677091527730227 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 794, loss = 0.0013803523033857346 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 795, loss = 0.0015169164398685098 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 796, loss = 0.0017140575218945742 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 797, loss = 0.001393978949636221 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 798, loss = 0.0011236410355195403 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 799, loss = 0.002336973324418068 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 800, loss = 0.0013645881554111838 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 801, loss = 0.001185792381875217 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 802, loss = 0.0017802986549213529 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 803, loss = 0.0015063353348523378 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 804, loss = 0.0018644470255821943 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 805, loss = 0.0015919620636850595 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 806, loss = 0.0017570896307006478 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 807, loss = 0.0014156356919556856 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 808, loss = 0.0017206321936100721 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 809, loss = 0.001693381113000214 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 810, loss = 0.0015417692484334111 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 811, loss = 0.0013638155069202185 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 812, loss = 0.002016995334997773 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 813, loss = 0.0011862615356221795 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 814, loss = 0.00138453533872962 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 815, loss = 0.0013259021798148751 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 816, loss = 0.0014769816771149635 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 817, loss = 0.001616891473531723 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 818, loss = 0.0019842195324599743 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 819, loss = 0.0015759433154016733 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 820, loss = 0.0013314244570210576 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 821, loss = 0.0016208625165745616 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 822, loss = 0.0012820459669455886 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 823, loss = 0.001964181661605835 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 824, loss = 0.0015688849380239844 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 825, loss = 0.0013776086270809174 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 826, loss = 0.0010244072182103992 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 827, loss = 0.0015702114906162024 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 828, loss = 0.0012807789025828242 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 829, loss = 0.0015101548051461577 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 830, loss = 0.0018492694944143295 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 831, loss = 0.000840048654936254 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 832, loss = 0.0013406096259132028 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 833, loss = 0.00210176152177155 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 834, loss = 0.000968809996265918 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 835, loss = 0.0023029267322272062 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 836, loss = 0.001336120767518878 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 837, loss = 0.001801098114810884 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 838, loss = 0.0013492160942405462 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 839, loss = 0.0016726754838600755 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 840, loss = 0.0017246170900762081 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 841, loss = 0.0015095797134563327 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 842, loss = 0.0014127064496278763 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 843, loss = 0.00103572488296777 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 844, loss = 0.0018712960882112384 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 845, loss = 0.0017056636279448867 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 846, loss = 0.0017997224349528551 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 847, loss = 0.0016322003211826086 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 848, loss = 0.0017350625712424517 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 849, loss = 0.0014654326951131225 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 850, loss = 0.0012759662931784987 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 851, loss = 0.0014240734744817019 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 852, loss = 0.0014493141788989305 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 853, loss = 0.0016654912615194917 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 854, loss = 0.0014750697882845998 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 855, loss = 0.0014821557560935616 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 856, loss = 0.0011984421871602535 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 857, loss = 0.0012058103457093239 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 858, loss = 0.001756679150275886 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 859, loss = 0.0012074979022145271 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 860, loss = 0.001638074405491352 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 861, loss = 0.001732047414407134 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 862, loss = 0.0017801572103053331 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 863, loss = 0.0013673912035301328 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 864, loss = 0.002169224666431546 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 865, loss = 0.0012158885365352035 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 866, loss = 0.0014560817508026958 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 867, loss = 0.0011412887834012508 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 868, loss = 0.0012711519375443459 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 869, loss = 0.001780208433046937 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 870, loss = 0.0018699734937399626 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 871, loss = 0.0018178117461502552 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 872, loss = 0.0013287272304296494 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 873, loss = 0.0015630227280780673 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 874, loss = 0.001717241364531219 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 875, loss = 0.001068532234057784 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 876, loss = 0.0014850874431431293 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 877, loss = 0.001175768207758665 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 878, loss = 0.0013350110966712236 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 879, loss = 0.001697295461781323 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 880, loss = 0.0008863862021826208 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 881, loss = 0.001680175308138132 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 882, loss = 0.0013784542679786682 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 883, loss = 0.001229653018526733 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 884, loss = 0.001211947645060718 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 885, loss = 0.0018355974461883307 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 886, loss = 0.0014147358015179634 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 887, loss = 0.0015335245989263058 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 888, loss = 0.0012855641543865204 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 889, loss = 0.0012485985644161701 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 890, loss = 0.0016881078481674194 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 891, loss = 0.0013208043528720737 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 892, loss = 0.0017067755106836557 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 893, loss = 0.0012083158362656832 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 894, loss = 0.0013617267832159996 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 895, loss = 0.001311952481046319 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 896, loss = 0.0014770561829209328 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 897, loss = 0.0016197968507185578 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 898, loss = 0.0011272617848590016 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 899, loss = 0.0012081232853233814 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 900, loss = 0.0010016243904829025 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 901, loss = 0.0014827586710453033 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 902, loss = 0.0011168414494022727 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 903, loss = 0.0010455248411744833 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 904, loss = 0.001255991985090077 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 905, loss = 0.0014409186551347375 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 906, loss = 0.001347360317595303 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 907, loss = 0.001259004813618958 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 908, loss = 0.0012300936505198479 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 909, loss = 0.0008069117902778089 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 910, loss = 0.00122951774392277 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 911, loss = 0.0012654098682105541 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 912, loss = 0.0014730660477653146 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 913, loss = 0.0013567401329055429 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 914, loss = 0.0015807484742254019 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 915, loss = 0.0014697146834805608 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 916, loss = 0.0014018436195328832 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 917, loss = 0.0013016853481531143 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 918, loss = 0.0013721773866564035 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 919, loss = 0.0013593905605375767 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 920, loss = 0.0015724888071417809 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 921, loss = 0.0013087262632325292 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 922, loss = 0.0013430917169898748 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 923, loss = 0.0013889558613300323 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 924, loss = 0.0012191312853246927 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 925, loss = 0.0010861646151170135 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 926, loss = 0.0018853964284062386 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 927, loss = 0.0013405263889580965 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 928, loss = 0.0011492487974464893 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 929, loss = 0.0012460914440453053 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 930, loss = 0.0014518488897010684 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 931, loss = 0.001169202383607626 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 932, loss = 0.0010674480581656098 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 933, loss = 0.0014759937766939402 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 934, loss = 0.001779164420440793 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 935, loss = 0.001314099645242095 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 936, loss = 0.001115247723646462 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 937, loss = 0.0011510008480399847 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 938, loss = 0.0011056605726480484 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 939, loss = 0.0012957757571712136 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 940, loss = 0.0011110003106296062 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 941, loss = 0.0009354519424960017 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 942, loss = 0.0010464683873578906 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 943, loss = 0.0011340078199282289 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 944, loss = 0.0014256665017455816 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 945, loss = 0.0014115357771515846 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 946, loss = 0.0012003079755231738 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 947, loss = 0.0013023650972172618 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 948, loss = 0.0014045530697330832 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 949, loss = 0.0015171950217336416 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 950, loss = 0.0010236933594569564 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 951, loss = 0.001292796921916306 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 952, loss = 0.000541506742592901 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 953, loss = 0.0019237537635490298 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 954, loss = 0.001322302152402699 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 955, loss = 0.0014285563956946135 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 956, loss = 0.001386695890687406 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 957, loss = 0.0010607554577291012 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 958, loss = 0.0009688991121947765 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 959, loss = 0.0012066691415384412 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 960, loss = 0.0010153132025152445 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 961, loss = 0.0012316247448325157 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 962, loss = 0.0012024923926219344 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 963, loss = 0.0010973543394356966 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 964, loss = 0.0009953855769708753 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 965, loss = 0.0010281640570610762 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 966, loss = 0.0010591477621346712 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 967, loss = 0.0008774754824116826 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 968, loss = 0.0012037826236337423 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 969, loss = 0.0013068452244624496 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 970, loss = 0.000977056915871799 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 971, loss = 0.0012016783002763987 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 972, loss = 0.0008717438322491944 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 973, loss = 0.0016356402775272727 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 974, loss = 0.0009485682239755988 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 975, loss = 0.0013143569231033325 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 976, loss = 0.0014073721831664443 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 977, loss = 0.0017456674249842763 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 978, loss = 0.0014105003792792559 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 979, loss = 0.0012076821876689792 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 980, loss = 0.0015093759866431355 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 981, loss = 0.0014505436411127448 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 982, loss = 0.001074237865395844 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 983, loss = 0.0012474710820242763 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 984, loss = 0.0011018350487574935 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 985, loss = 0.0009131827973760664 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 986, loss = 0.0006099168676882982 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 987, loss = 0.0010235757799819112 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 988, loss = 0.0008161023142747581 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 989, loss = 0.0013769087381660938 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 990, loss = 0.0013174698688089848 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 991, loss = 0.0011371823493391275 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 992, loss = 0.0015128589002415538 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 993, loss = 0.0010326009942218661 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 994, loss = 0.0009665389661677182 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 995, loss = 0.0014801988145336509 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 996, loss = 0.0016367501812055707 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 997, loss = 0.0011712700361385942 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 998, loss = 0.0010918084299191833 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} step 999, loss = 0.0009948194492608309 {'hold_vars': 14, 'lived_vars': 64, 'lived_ops': 57} . ---------------------------------------------------------------------- Ran 1 test in 0.306s OK ```	2020-07-30 23:58:54 +08:00
Dun Liang	802cf56162	add version string	2020-07-15 14:34:25 +08:00
Gword	752fb05e50	update to 1.1.5.6	2020-07-15 13:51:39 +08:00
Dun Liang	f2bf93ae56	Function customized backward and no grad	2020-07-14 22:42:04 +08:00
Dun Liang	b27082f944	fix multi output grad	2020-07-08 22:27:56 +08:00
Dun Liang	f250fdd53b	fix array args bug	2020-07-08 13:08:46 +08:00
Dun Liang	0a5bd61bf4	unique type	2020-07-02 15:21:57 +08:00
Dun Liang	2db484a3df	check c stype in core	2020-07-01 15:44:32 +08:00
Dun Liang	1e9d29c2ae	fix async fetch with update queue	2020-06-30 12:02:35 +08:00
Dun Liang	32abf3db0b	fix dataset	2020-06-18 21:42:04 +08:00
Dun Liang	d9b76de87c	dataset statistic	2020-06-17 13:19:43 +08:00
Dun Liang	0c50dbe0d9	update	2020-06-17 13:02:10 +08:00
Dun Liang	20a2f3d64c	fix pyjt var leak	2020-06-16 14:19:12 +08:00
Dun Liang	17d38e723a	update version	2020-06-15 16:31:36 +08:00
Dun Liang	666854eb65	update mpi useage	2020-06-13 20:52:30 +08:00
Dun Liang	40ca973107	polish argmax	2020-06-07 14:43:25 +08:00
Dun Liang	a2736164fb	mpi code polish	2020-06-07 13:34:44 +08:00
Dun Liang	43c67d062e	update version	2020-06-07 12:25:26 +08:00
Dun Liang	7cbc4a1e96	test tag	2020-06-04 13:52:19 +08:00
Dun Liang	bd389e9f53	version 1.1.3.2	2020-06-04 13:48:45 +08:00
Dun Liang	e5265505df	load pth support	2020-05-18 13:19:05 +08:00
Dun Liang	3274fade1f	limit pool size	2020-05-17 23:55:18 +08:00
Dun Liang	f5a12baf1e	bug fix	2020-05-17 23:12:30 +08:00
Dun Liang	f34b145d00	version 1.1.2	2020-05-16 16:04:55 +08:00
Dun Liang	60b182b8cc	add dockerfile	2020-05-14 11:12:58 +08:00
Dun Liang	fb72d78e14	fix node liveness	2020-05-07 13:37:21 +08:00
Dun Liang	1a0d7e3810	version 1.1	2020-05-02 19:21:09 +08:00
Dun Liang	c58f3fc3b7	version 1.0.1	2020-04-22 20:30:08 +08:00
Tailing Yuan	5eb6a2063e	Update setup.py	2020-03-26 21:31:54 +08:00
Dun Liang	aa8c50dbec	check ubuntu	2020-03-25 16:41:16 +08:00
Dun Liang	e601e3b4f6	check ubuntu version	2020-03-25 16:39:46 +08:00
Dun Liang	a04b441e25	fix setup dist	2020-03-25 16:18:29 +08:00
Dun Liang	43b1e2aada	polish readme and install and setup	2020-03-24 17:12:43 +08:00
Dun Liang	e96f7ceee8	version 77593ddd55381fddacdfa637355784488523c5e2	2020-03-20 09:49:49 +08:00
Dun Liang	1258121b1f	version 1522f3d004f9bdbf3953d91d4c259c341817c71f	2020-03-19 12:20:54 +08:00

41 Commits