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: /usr/lib/x86_64-linux-gnu/libibverbs.so.1 loaded library: /usr/lib/x86_64-linux-gnu/libibverbs.so.1 loaded library: /usr/lib/x86_64-linux-gnu/libibverbs.so.1 loaded library: /usr/lib/x86_64-linux-gnu/libibverbs.so.1 W20220428 02:20:22.450417 6437 rpc_client.cpp:190] LoadServer 10.7.174.10 Failed at 0 times error_code 14 error_message failed to connect to all addresses W20220428 02:20:22.452539 6439 rpc_client.cpp:190] LoadServer 10.7.174.10 Failed at 0 times error_code 14 error_message failed to connect to all addresses W20220428 02:20:22.452555 6438 rpc_client.cpp:190] LoadServer 10.7.174.10 Failed at 0 times error_code 14 error_message failed to connect to all addresses W20220428 02:20:22.452664 6440 rpc_client.cpp:190] LoadServer 10.7.174.10 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 ............................................. True 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 .................................. eager 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: 0.5042628049850464, latency(ms): 83.6426874250173569 | 2022-04-28 02:20:42.461 timestamp, name, driver_version, utilization.gpu [%], utilization.memory [%], memory.total [MiB], memory.free [MiB], memory.used [MiB] 2022/04/28 02:20:42.600, Tesla V100-SXM2-32GB, 470.57.02, 52 %, 20 %, 32510 MiB, 30118 MiB, 2392 MiB 2022/04/28 02:20:42.608, Tesla V100-SXM2-32GB, 470.57.02, 19 %, 8 %, 32510 MiB, 30138 MiB, 2372 MiB timestamp, name, driver_version, utilization.gpu [%], utilization.memory [%], memory.total [MiB], memory.free [MiB], memory.used [MiB] 2022/04/28 02:20:42.614, Tesla V100-SXM2-32GB, 470.57.02, 49 %, 30 %, 32510 MiB, 30214 MiB, 2296 MiB timestamp, name, driver_version, utilization.gpu [%], utilization.memory [%], memory.total [MiB], memory.free [MiB], memory.used [MiB] 2022/04/28 02:20:42.619, Tesla V100-SXM2-32GB, 470.57.02, 52 %, 20 %, 32510 MiB, 30118 MiB, 2392 MiB timestamp, name, driver_version, utilization.gpu [%], utilization.memory [%], memory.total [MiB], memory.free [MiB], memory.used [MiB] 2022/04/28 02:20:42.620, Tesla V100-SXM2-32GB, 470.57.02, 2 %, 2 %, 32510 MiB, 30190 MiB, 2320 MiB timestamp, name, driver_version, utilization.gpu [%], utilization.memory [%], memory.total [MiB], memory.free [MiB], memory.used [MiB] 2022/04/28 02:20:42.626, Tesla V100-SXM2-32GB, 470.57.02, 19 %, 8 %, 32510 MiB, 30138 MiB, 2372 MiB 2022/04/28 02:20:42.626, Tesla V100-SXM2-32GB, 470.57.02, 52 %, 20 %, 32510 MiB, 30118 MiB, 2392 MiB 2022/04/28 02:20:42.627, Tesla V100-SXM2-32GB, 470.57.02, 16 %, 7 %, 32510 MiB, 30198 MiB, 2312 MiB 2022/04/28 02:20:42.627, Tesla V100-SXM2-32GB, 470.57.02, 52 %, 20 %, 32510 MiB, 30118 MiB, 2392 MiB timestamp, name, driver_version, utilization.gpu [%], utilization.memory [%], memory.total [MiB], memory.free [MiB], memory.used [MiB] 2022/04/28 02:20:42.632, Tesla V100-SXM2-32GB, 470.57.02, 52 %, 20 %, 32510 MiB, 30118 MiB, 2392 MiB 2022/04/28 02:20:42.633, Tesla V100-SXM2-32GB, 470.57.02, 49 %, 30 %, 32510 MiB, 30214 MiB, 2296 MiB timestamp, name, driver_version, utilization.gpu [%], utilization.memory [%], memory.total [MiB], memory.free [MiB], memory.used [MiB] 2022/04/28 02:20:42.633, Tesla V100-SXM2-32GB, 470.57.02, 19 %, 8 %, 32510 MiB, 30138 MiB, 2372 MiB 2022/04/28 02:20:42.634, Tesla V100-SXM2-32GB, 470.57.02, 22 %, 10 %, 32510 MiB, 30130 MiB, 2380 MiB 2022/04/28 02:20:42.634, Tesla V100-SXM2-32GB, 470.57.02, 19 %, 8 %, 32510 MiB, 30138 MiB, 2372 MiB 2022/04/28 02:20:42.636, Tesla V100-SXM2-32GB, 470.57.02, 52 %, 20 %, 32510 MiB, 30118 MiB, 2392 MiB 2022/04/28 02:20:42.640, Tesla V100-SXM2-32GB, 470.57.02, 19 %, 8 %, 32510 MiB, 30138 MiB, 2372 MiB 2022/04/28 02:20:42.640, Tesla V100-SXM2-32GB, 470.57.02, 2 %, 2 %, 32510 MiB, 30190 MiB, 2320 MiB 2022/04/28 02:20:42.641, Tesla V100-SXM2-32GB, 470.57.02, 0 %, 0 %, 32510 MiB, 30214 MiB, 2296 MiB 2022/04/28 02:20:42.641, Tesla V100-SXM2-32GB, 470.57.02, 52 %, 20 %, 32510 MiB, 30118 MiB, 2392 MiB 2022/04/28 02:20:42.642, Tesla V100-SXM2-32GB, 470.57.02, 75 %, 27 %, 32510 MiB, 30074 MiB, 2436 MiB 2022/04/28 02:20:42.642, Tesla V100-SXM2-32GB, 470.57.02, 0 %, 0 %, 32510 MiB, 30214 MiB, 2296 MiB 2022/04/28 02:20:42.646, Tesla V100-SXM2-32GB, 470.57.02, 19 %, 8 %, 32510 MiB, 30138 MiB, 2372 MiB 2022/04/28 02:20:42.649, Tesla V100-SXM2-32GB, 470.57.02, 0 %, 0 %, 32510 MiB, 30214 MiB, 2296 MiB 2022/04/28 02:20:42.650, Tesla V100-SXM2-32GB, 470.57.02, 16 %, 7 %, 32510 MiB, 30198 MiB, 2312 MiB 2022/04/28 02:20:42.650, Tesla V100-SXM2-32GB, 470.57.02, 2 %, 2 %, 32510 MiB, 30190 MiB, 2320 MiB 2022/04/28 02:20:42.651, Tesla V100-SXM2-32GB, 470.57.02, 19 %, 8 %, 32510 MiB, 30138 MiB, 2372 MiB 2022/04/28 02:20:42.651, Tesla V100-SXM2-32GB, 470.57.02, 0 %, 0 %, 32510 MiB, 30154 MiB, 2356 MiB 2022/04/28 02:20:42.651, Tesla V100-SXM2-32GB, 470.57.02, 2 %, 2 %, 32510 MiB, 30190 MiB, 2320 MiB 2022/04/28 02:20:42.655, Tesla V100-SXM2-32GB, 470.57.02, 0 %, 0 %, 32510 MiB, 30214 MiB, 2296 MiB 2022/04/28 02:20:42.658, Tesla V100-SXM2-32GB, 470.57.02, 2 %, 2 %, 32510 MiB, 30190 MiB, 2320 MiB 2022/04/28 02:20:42.659, Tesla V100-SXM2-32GB, 470.57.02, 22 %, 10 %, 32510 MiB, 30130 MiB, 2380 MiB 2022/04/28 02:20:42.659, Tesla V100-SXM2-32GB, 470.57.02, 16 %, 7 %, 32510 MiB, 30198 MiB, 2312 MiB 2022/04/28 02:20:42.660, Tesla V100-SXM2-32GB, 470.57.02, 0 %, 0 %, 32510 MiB, 30214 MiB, 2296 MiB timestamp, name, driver_version, utilization.gpu [%], utilization.memory [%], memory.total [MiB], memory.free [MiB], memory.used [MiB] 2022/04/28 02:20:42.660, Tesla V100-SXM2-32GB, 470.57.02, 16 %, 7 %, 32510 MiB, 30198 MiB, 2312 MiB 2022/04/28 02:20:42.664, Tesla V100-SXM2-32GB, 470.57.02, 2 %, 2 %, 32510 MiB, 30190 MiB, 2320 MiB 2022/04/28 02:20:42.667, Tesla V100-SXM2-32GB, 470.57.02, 16 %, 7 %, 32510 MiB, 30198 MiB, 2312 MiB 2022/04/28 02:20:42.667, Tesla V100-SXM2-32GB, 470.57.02, 0 %, 0 %, 32510 MiB, 30074 MiB, 2436 MiB 2022/04/28 02:20:42.667, Tesla V100-SXM2-32GB, 470.57.02, 22 %, 10 %, 32510 MiB, 30130 MiB, 2380 MiB 2022/04/28 02:20:42.668, Tesla V100-SXM2-32GB, 470.57.02, 2 %, 2 %, 32510 MiB, 30190 MiB, 2320 MiB 2022/04/28 02:20:42.669, Tesla V100-SXM2-32GB, 470.57.02, 22 %, 10 %, 32510 MiB, 30130 MiB, 2380 MiB 2022/04/28 02:20:42.669, Tesla V100-SXM2-32GB, 470.57.02, 52 %, 20 %, 32510 MiB, 30118 MiB, 2392 MiB 2022/04/28 02:20:42.672, Tesla V100-SXM2-32GB, 470.57.02, 16 %, 7 %, 32510 MiB, 30198 MiB, 2312 MiB 2022/04/28 02:20:42.676, Tesla V100-SXM2-32GB, 470.57.02, 22 %, 10 %, 32510 MiB, 30130 MiB, 2380 MiB 2022/04/28 02:20:42.677, Tesla V100-SXM2-32GB, 470.57.02, 0 %, 0 %, 32510 MiB, 30154 MiB, 2356 MiB 2022/04/28 02:20:42.677, Tesla V100-SXM2-32GB, 470.57.02, 0 %, 0 %, 32510 MiB, 30074 MiB, 2436 MiB 2022/04/28 02:20:42.678, Tesla V100-SXM2-32GB, 470.57.02, 16 %, 7 %, 32510 MiB, 30198 MiB, 2312 MiB 2022/04/28 02:20:42.678, Tesla V100-SXM2-32GB, 470.57.02, 0 %, 0 %, 32510 MiB, 30074 MiB, 2436 MiB 2022/04/28 02:20:42.679, Tesla V100-SXM2-32GB, 470.57.02, 19 %, 8 %, 32510 MiB, 30138 MiB, 2372 MiB 2022/04/28 02:20:42.681, Tesla V100-SXM2-32GB, 470.57.02, 22 %, 10 %, 32510 MiB, 30130 MiB, 2380 MiB 2022/04/28 02:20:42.684, Tesla V100-SXM2-32GB, 470.57.02, 0 %, 0 %, 32510 MiB, 30074 MiB, 2436 MiB 2022/04/28 02:20:42.685, Tesla V100-SXM2-32GB, 470.57.02, 0 %, 0 %, 32510 MiB, 30154 MiB, 2356 MiB 2022/04/28 02:20:42.686, Tesla V100-SXM2-32GB, 470.57.02, 22 %, 10 %, 32510 MiB, 30130 MiB, 2380 MiB 2022/04/28 02:20:42.686, Tesla V100-SXM2-32GB, 470.57.02, 0 %, 0 %, 32510 MiB, 30154 MiB, 2356 MiB 2022/04/28 02:20:42.687, Tesla V100-SXM2-32GB, 470.57.02, 0 %, 0 %, 32510 MiB, 30214 MiB, 2296 MiB 2022/04/28 02:20:42.689, Tesla V100-SXM2-32GB, 470.57.02, 0 %, 0 %, 32510 MiB, 30074 MiB, 2436 MiB 2022/04/28 02:20:42.695, Tesla V100-SXM2-32GB, 470.57.02, 0 %, 0 %, 32510 MiB, 30154 MiB, 2356 MiB 2022/04/28 02:20:42.696, Tesla V100-SXM2-32GB, 470.57.02, 0 %, 0 %, 32510 MiB, 30074 MiB, 2436 MiB 2022/04/28 02:20:42.698, Tesla V100-SXM2-32GB, 470.57.02, 2 %, 2 %, 32510 MiB, 30190 MiB, 2320 MiB 2022/04/28 02:20:42.700, Tesla V100-SXM2-32GB, 470.57.02, 0 %, 0 %, 32510 MiB, 30154 MiB, 2356 MiB 2022/04/28 02:20:42.704, Tesla V100-SXM2-32GB, 470.57.02, 0 %, 0 %, 32510 MiB, 30154 MiB, 2356 MiB 2022/04/28 02:20:42.705, Tesla V100-SXM2-32GB, 470.57.02, 16 %, 7 %, 32510 MiB, 30198 MiB, 2312 MiB 2022/04/28 02:20:42.710, Tesla V100-SXM2-32GB, 470.57.02, 22 %, 10 %, 32510 MiB, 30130 MiB, 2380 MiB 2022/04/28 02:20:42.717, Tesla V100-SXM2-32GB, 470.57.02, 0 %, 0 %, 32510 MiB, 30074 MiB, 2436 MiB 2022/04/28 02:20:42.730, Tesla V100-SXM2-32GB, 470.57.02, 0 %, 0 %, 32510 MiB, 30154 MiB, 2356 MiB [rank:0] iter: 200/1100, loss: 0.4701889157295227, latency(ms): 23.2867715135216713 | 2022-04-28 02:20:44.790 [rank:0] iter: 300/1100, loss: 0.4635129868984222, latency(ms): 20.8876500651240349 | 2022-04-28 02:20:46.878 [rank:0] iter: 400/1100, loss: 0.4599693417549133, latency(ms): 21.2573758140206337 | 2022-04-28 02:20:49.004 [rank:0] iter: 500/1100, loss: 0.4573491215705872, latency(ms): 21.9514993578195572 | 2022-04-28 02:20:51.199 [rank:0] iter: 600/1100, loss: 0.4528121948242188, latency(ms): 21.2223531678318977 | 2022-04-28 02:20:53.321 [rank:0] iter: 700/1100, loss: 0.4459407329559326, latency(ms): 22.0306198298931122 | 2022-04-28 02:20:55.525 [rank:0] iter: 800/1100, loss: 0.4456581175327301, latency(ms): 22.0636248216032982 | 2022-04-28 02:20:57.731 [rank:0] iter: 900/1100, loss: 0.4462100267410278, latency(ms): 21.3472187146544456 | 2022-04-28 02:20:59.866 [rank:0] iter: 1000/1100, loss: 0.4441004693508148, latency(ms): 21.4533565565943718 | 2022-04-28 02:21:02.011 [rank:0] iter: 1100/1100, loss: 0.4469513297080994, latency(ms): 21.2541737779974937 | 2022-04-28 02:21:04.136