loaded library: /usr/lib/x86_64-linux-gnu/libibverbs.so.1 ***************************************** Setting OMP_NUM_THREADS environment variable for each process to be 1 in default, to avoid your system being overloaded, please further tune the variable for optimal performance in your application as needed. ***************************************** loaded library: loaded library: loaded library: /usr/lib/x86_64-linux-gnu/libibverbs.so.1/usr/lib/x86_64-linux-gnu/libibverbs.so.1 /usr/lib/x86_64-linux-gnu/libibverbs.so.1 loaded library: /usr/lib/x86_64-linux-gnu/libibverbs.so.1 loaded library: loaded library: loaded library: loaded library: /usr/lib/x86_64-linux-gnu/libibverbs.so.1/usr/lib/x86_64-linux-gnu/libibverbs.so.1/usr/lib/x86_64-linux-gnu/libibverbs.so.1 /usr/lib/x86_64-linux-gnu/libibverbs.so.1 W20220428 10:51:32.344822 2002 rpc_client.cpp:190] LoadServer 10.7.106.156 Failed at 0 times error_code 14 error_message failed to connect to all addresses ------------------------ arguments ------------------------ batch_size ...................................... 65536 batch_size_per_proc ............................. 8192 data_dir ........................................ /dataset/f9f659c5/wdl_ofrecord data_part_name_suffix_length .................... 5 data_part_num ................................... 256 dataset_format .................................. ofrecord ddp ............................................. False deep_dropout_rate ............................... 0.5 deep_embedding_vec_size ......................... 16 deep_vocab_size ................................. 2322444 eval_after_training ............................. False eval_batchs ..................................... 20 eval_interval ................................... 0 execution_mode .................................. graph hidden_size ..................................... 1024 hidden_units_num ................................ 2 learning_rate ................................... 0.001 loss_print_every_n_iter ......................... 100 max_iter ........................................ 1100 model_load_dir .................................. model_save_dir .................................. ./checkpoint num_deep_sparse_fields .......................... 26 num_dense_fields ................................ 13 num_wide_sparse_fields .......................... 2 save_initial_model .............................. False save_model_after_each_eval ...................... False test_name ....................................... noname_test wide_vocab_size ................................. 2322444 -------------------- end of arguments --------------------- [rank:0] iter: 100/1100, loss: 0.0622112527489662, latency(ms): 185.9060950949788094 | 2022-04-28 10:52:02.428 timestamp, name, driver_version, utilization.gpu [%], utilization.memory [%], memory.total [MiB], memory.free [MiB], memory.used [MiB] timestamp, name, driver_version, utilization.gpu [%], utilization.memory [%], memory.total [MiB], memory.free [MiB], memory.used [MiB] 2022/04/28 10:52:02.570, Tesla V100-SXM2-32GB, 470.57.02, 32 %, 11 %, 32510 MiB, 30039 MiB, 2471 MiB 2022/04/28 10:52:02.573, Tesla V100-SXM2-32GB, 470.57.02, 32 %, 11 %, 32510 MiB, 30039 MiB, 2471 MiB timestamp, name, driver_version, utilization.gpu [%], utilization.memory [%], memory.total [MiB], memory.free [MiB], memory.used [MiB] 2022/04/28 10:52:02.577, Tesla V100-SXM2-32GB, 470.57.02, 39 %, 14 %, 32510 MiB, 30059 MiB, 2451 MiB 2022/04/28 10:52:02.580, Tesla V100-SXM2-32GB, 470.57.02, 39 %, 14 %, 32510 MiB, 30059 MiB, 2451 MiB 2022/04/28 10:52:02.583, Tesla V100-SXM2-32GB, 470.57.02, 32 %, 11 %, 32510 MiB, 30039 MiB, 2471 MiB 2022/04/28 10:52:02.585, Tesla V100-SXM2-32GB, 470.57.02, 91 %, 29 %, 32510 MiB, 30219 MiB, 2291 MiB 2022/04/28 10:52:02.588, Tesla V100-SXM2-32GB, 470.57.02, 91 %, 29 %, 32510 MiB, 30219 MiB, 2291 MiB timestamp, name, driver_version, utilization.gpu [%], utilization.memory [%], memory.total [MiB], memory.free [MiB], memory.used [MiB] timestamp, name, driver_version, utilization.gpu [%], utilization.memory [%], memory.total [MiB], memory.free [MiB], memory.used [MiB] 2022/04/28 10:52:02.593, Tesla V100-SXM2-32GB, 470.57.02, 39 %, 14 %, 32510 MiB, 30059 MiB, 2451 MiB 2022/04/28 10:52:02.593, Tesla V100-SXM2-32GB, 470.57.02, 52 %, 18 %, 32510 MiB, 30171 MiB, 2339 MiB timestamp, name, driver_version, utilization.gpu [%], utilization.memory [%], memory.total [MiB], memory.free [MiB], memory.used [MiB] 2022/04/28 10:52:02.597, Tesla V100-SXM2-32GB, 470.57.02, 52 %, 18 %, 32510 MiB, 30171 MiB, 2339 MiB 2022/04/28 10:52:02.597, Tesla V100-SXM2-32GB, 470.57.02, 32 %, 11 %, 32510 MiB, 30039 MiB, 2471 MiB timestamp, name, driver_version, utilization.gpu [%], utilization.memory [%], memory.total [MiB], memory.free [MiB], memory.used [MiB] timestamp, name, driver_version, utilization.gpu [%], utilization.memory [%], memory.total [MiB], memory.free [MiB], memory.used [MiB] 2022/04/28 10:52:02.601, Tesla V100-SXM2-32GB, 470.57.02, 32 %, 11 %, 32510 MiB, 30039 MiB, 2471 MiB 2022/04/28 10:52:02.602, Tesla V100-SXM2-32GB, 470.57.02, 0 %, 0 %, 32510 MiB, 30219 MiB, 2291 MiB 2022/04/28 10:52:02.602, Tesla V100-SXM2-32GB, 470.57.02, 23 %, 8 %, 32510 MiB, 30179 MiB, 2331 MiB 2022/04/28 10:52:02.607, Tesla V100-SXM2-32GB, 470.57.02, 23 %, 8 %, 32510 MiB, 30179 MiB, 2331 MiB 2022/04/28 10:52:02.606, Tesla V100-SXM2-32GB, 470.57.02, 32 %, 11 %, 32510 MiB, 30039 MiB, 2471 MiB 2022/04/28 10:52:02.608, Tesla V100-SXM2-32GB, 470.57.02, 39 %, 14 %, 32510 MiB, 30059 MiB, 2451 MiB 2022/04/28 10:52:02.609, Tesla V100-SXM2-32GB, 470.57.02, 32 %, 11 %, 32510 MiB, 30039 MiB, 2471 MiB 2022/04/28 10:52:02.611, Tesla V100-SXM2-32GB, 470.57.02, 39 %, 14 %, 32510 MiB, 30059 MiB, 2451 MiB 2022/04/28 10:52:02.611, Tesla V100-SXM2-32GB, 470.57.02, 52 %, 18 %, 32510 MiB, 30171 MiB, 2339 MiB 2022/04/28 10:52:02.611, Tesla V100-SXM2-32GB, 470.57.02, 63 %, 19 %, 32510 MiB, 30075 MiB, 2435 MiB 2022/04/28 10:52:02.610, Tesla V100-SXM2-32GB, 470.57.02, 32 %, 11 %, 32510 MiB, 30039 MiB, 2471 MiB 2022/04/28 10:52:02.615, Tesla V100-SXM2-32GB, 470.57.02, 63 %, 19 %, 32510 MiB, 30075 MiB, 2435 MiB 2022/04/28 10:52:02.616, Tesla V100-SXM2-32GB, 470.57.02, 39 %, 14 %, 32510 MiB, 30059 MiB, 2451 MiB 2022/04/28 10:52:02.617, Tesla V100-SXM2-32GB, 470.57.02, 0 %, 0 %, 32510 MiB, 30219 MiB, 2291 MiB 2022/04/28 10:52:02.619, Tesla V100-SXM2-32GB, 470.57.02, 39 %, 14 %, 32510 MiB, 30059 MiB, 2451 MiB 2022/04/28 10:52:02.620, Tesla V100-SXM2-32GB, 470.57.02, 0 %, 0 %, 32510 MiB, 30219 MiB, 2291 MiB 2022/04/28 10:52:02.620, Tesla V100-SXM2-32GB, 470.57.02, 23 %, 8 %, 32510 MiB, 30179 MiB, 2331 MiB 2022/04/28 10:52:02.621, Tesla V100-SXM2-32GB, 470.57.02, 19 %, 8 %, 32510 MiB, 29931 MiB, 2579 MiB 2022/04/28 10:52:02.621, Tesla V100-SXM2-32GB, 470.57.02, 39 %, 14 %, 32510 MiB, 30059 MiB, 2451 MiB 2022/04/28 10:52:02.625, Tesla V100-SXM2-32GB, 470.57.02, 19 %, 8 %, 32510 MiB, 29931 MiB, 2579 MiB 2022/04/28 10:52:02.625, Tesla V100-SXM2-32GB, 470.57.02, 0 %, 0 %, 32510 MiB, 30219 MiB, 2291 MiB 2022/04/28 10:52:02.626, Tesla V100-SXM2-32GB, 470.57.02, 52 %, 18 %, 32510 MiB, 30171 MiB, 2339 MiB 2022/04/28 10:52:02.628, Tesla V100-SXM2-32GB, 470.57.02, 0 %, 0 %, 32510 MiB, 30219 MiB, 2291 MiB 2022/04/28 10:52:02.629, Tesla V100-SXM2-32GB, 470.57.02, 52 %, 18 %, 32510 MiB, 30171 MiB, 2339 MiB 2022/04/28 10:52:02.630, Tesla V100-SXM2-32GB, 470.57.02, 63 %, 19 %, 32510 MiB, 30075 MiB, 2435 MiB 2022/04/28 10:52:02.630, Tesla V100-SXM2-32GB, 470.57.02, 29 %, 10 %, 32510 MiB, 30123 MiB, 2387 MiB 2022/04/28 10:52:02.630, Tesla V100-SXM2-32GB, 470.57.02, 0 %, 0 %, 32510 MiB, 30219 MiB, 2291 MiB 2022/04/28 10:52:02.634, Tesla V100-SXM2-32GB, 470.57.02, 29 %, 10 %, 32510 MiB, 30123 MiB, 2387 MiB 2022/04/28 10:52:02.635, Tesla V100-SXM2-32GB, 470.57.02, 52 %, 18 %, 32510 MiB, 30171 MiB, 2339 MiB 2022/04/28 10:52:02.635, Tesla V100-SXM2-32GB, 470.57.02, 23 %, 8 %, 32510 MiB, 30179 MiB, 2331 MiB 2022/04/28 10:52:02.639, Tesla V100-SXM2-32GB, 470.57.02, 52 %, 18 %, 32510 MiB, 30171 MiB, 2339 MiB 2022/04/28 10:52:02.640, Tesla V100-SXM2-32GB, 470.57.02, 23 %, 8 %, 32510 MiB, 30179 MiB, 2331 MiB 2022/04/28 10:52:02.640, Tesla V100-SXM2-32GB, 470.57.02, 19 %, 8 %, 32510 MiB, 29931 MiB, 2579 MiB 2022/04/28 10:52:02.641, Tesla V100-SXM2-32GB, 470.57.02, 52 %, 18 %, 32510 MiB, 30171 MiB, 2339 MiB 2022/04/28 10:52:02.645, Tesla V100-SXM2-32GB, 470.57.02, 23 %, 8 %, 32510 MiB, 30179 MiB, 2331 MiB 2022/04/28 10:52:02.646, Tesla V100-SXM2-32GB, 470.57.02, 0 %, 0 %, 32510 MiB, 30075 MiB, 2435 MiB 2022/04/28 10:52:02.648, Tesla V100-SXM2-32GB, 470.57.02, 23 %, 8 %, 32510 MiB, 30179 MiB, 2331 MiB 2022/04/28 10:52:02.649, Tesla V100-SXM2-32GB, 470.57.02, 0 %, 0 %, 32510 MiB, 30075 MiB, 2435 MiB 2022/04/28 10:52:02.650, Tesla V100-SXM2-32GB, 470.57.02, 29 %, 10 %, 32510 MiB, 30123 MiB, 2387 MiB 2022/04/28 10:52:02.651, Tesla V100-SXM2-32GB, 470.57.02, 23 %, 8 %, 32510 MiB, 30179 MiB, 2331 MiB 2022/04/28 10:52:02.656, Tesla V100-SXM2-32GB, 470.57.02, 0 %, 0 %, 32510 MiB, 30075 MiB, 2435 MiB 2022/04/28 10:52:02.657, Tesla V100-SXM2-32GB, 470.57.02, 19 %, 8 %, 32510 MiB, 29931 MiB, 2579 MiB 2022/04/28 10:52:02.659, Tesla V100-SXM2-32GB, 470.57.02, 0 %, 0 %, 32510 MiB, 30075 MiB, 2435 MiB 2022/04/28 10:52:02.660, Tesla V100-SXM2-32GB, 470.57.02, 19 %, 8 %, 32510 MiB, 29931 MiB, 2579 MiB 2022/04/28 10:52:02.661, Tesla V100-SXM2-32GB, 470.57.02, 0 %, 0 %, 32510 MiB, 30075 MiB, 2435 MiB 2022/04/28 10:52:02.666, Tesla V100-SXM2-32GB, 470.57.02, 19 %, 8 %, 32510 MiB, 29931 MiB, 2579 MiB 2022/04/28 10:52:02.667, Tesla V100-SXM2-32GB, 470.57.02, 29 %, 10 %, 32510 MiB, 30123 MiB, 2387 MiB 2022/04/28 10:52:02.669, Tesla V100-SXM2-32GB, 470.57.02, 19 %, 8 %, 32510 MiB, 29931 MiB, 2579 MiB 2022/04/28 10:52:02.669, Tesla V100-SXM2-32GB, 470.57.02, 29 %, 10 %, 32510 MiB, 30123 MiB, 2387 MiB 2022/04/28 10:52:02.670, Tesla V100-SXM2-32GB, 470.57.02, 19 %, 8 %, 32510 MiB, 29931 MiB, 2579 MiB 2022/04/28 10:52:02.674, Tesla V100-SXM2-32GB, 470.57.02, 29 %, 10 %, 32510 MiB, 30123 MiB, 2387 MiB 2022/04/28 10:52:02.680, Tesla V100-SXM2-32GB, 470.57.02, 29 %, 10 %, 32510 MiB, 30123 MiB, 2387 MiB 2022/04/28 10:52:02.682, Tesla V100-SXM2-32GB, 470.57.02, 29 %, 10 %, 32510 MiB, 30123 MiB, 2387 MiB [rank:0] iter: 200/1100, loss: 0.0585047900676727, latency(ms): 15.1399416476488113 | 2022-04-28 10:52:03.942 [rank:0] iter: 300/1100, loss: 0.0578074604272842, latency(ms): 12.4231290817260742 | 2022-04-28 10:52:05.185 [rank:0] iter: 400/1100, loss: 0.0574022568762302, latency(ms): 12.5582988560199738 | 2022-04-28 10:52:06.440 [rank:0] iter: 500/1100, loss: 0.0570982582867146, latency(ms): 12.3986130952835083 | 2022-04-28 10:52:07.680 [rank:0] iter: 600/1100, loss: 0.0566083304584026, latency(ms): 12.5925935804843903 | 2022-04-28 10:52:08.940 [rank:0] iter: 700/1100, loss: 0.0558712370693684, latency(ms): 12.2912140190601349 | 2022-04-28 10:52:10.169 [rank:0] iter: 800/1100, loss: 0.0558130629360676, latency(ms): 12.2994196787476540 | 2022-04-28 10:52:11.399 [rank:0] iter: 900/1100, loss: 0.0557118877768517, latency(ms): 12.3583557456731796 | 2022-04-28 10:52:12.635 [rank:0] iter: 1000/1100, loss: 0.0554934851825237, latency(ms): 12.5208557769656181 | 2022-04-28 10:52:13.887 [rank:0] iter: 1100/1100, loss: 0.0556794740259647, latency(ms): 12.6924667879939079 | 2022-04-28 10:52:15.156