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: 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/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 ------------------------ arguments ------------------------ batch_size ...................................... 131072 batch_size_per_proc ............................. 16384 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: 0.5031580328941345, latency(ms): 94.5626674592494965 | 2022-05-13 11:01:45.309 timestamp, name, driver_version, utilization.gpu [%], utilization.memory [%], memory.total [MiB], memory.free [MiB], memory.used [MiB] 2022/05/13 11:01:45.460, Tesla V100-SXM2-32GB, 470.57.02, 19 %, 11 %, 32510 MiB, 29888 MiB, 2622 MiB timestamp, name, driver_version, utilization.gpu [%], utilization.memory [%], memory.total [MiB], memory.free [MiB], memory.used [MiB] 2022/05/13 11:01:45.468, Tesla V100-SXM2-32GB, 470.57.02, 61 %, 19 %, 32510 MiB, 29908 MiB, 2602 MiB 2022/05/13 11:01:45.471, Tesla V100-SXM2-32GB, 470.57.02, 19 %, 11 %, 32510 MiB, 29888 MiB, 2622 MiB 2022/05/13 11:01:45.475, Tesla V100-SXM2-32GB, 470.57.02, 79 %, 24 %, 32510 MiB, 29984 MiB, 2526 MiB timestamp, name, driver_version, utilization.gpu [%], utilization.memory [%], memory.total [MiB], memory.free [MiB], memory.used [MiB] 2022/05/13 11:01:45.478, Tesla V100-SXM2-32GB, 470.57.02, 61 %, 19 %, 32510 MiB, 29908 MiB, 2602 MiB 2022/05/13 11:01:45.481, Tesla V100-SXM2-32GB, 470.57.02, 37 %, 11 %, 32510 MiB, 29960 MiB, 2550 MiB 2022/05/13 11:01:45.483, Tesla V100-SXM2-32GB, 470.57.02, 19 %, 11 %, 32510 MiB, 29888 MiB, 2622 MiB 2022/05/13 11:01:45.485, Tesla V100-SXM2-32GB, 470.57.02, 0 %, 0 %, 32510 MiB, 29984 MiB, 2526 MiB 2022/05/13 11:01:45.489, Tesla V100-SXM2-32GB, 470.57.02, 35 %, 11 %, 32510 MiB, 29968 MiB, 2542 MiB timestamp, name, driver_version, utilization.gpu [%], utilization.memory [%], memory.total [MiB], memory.free [MiB], memory.used [MiB] 2022/05/13 11:01:45.493, Tesla V100-SXM2-32GB, 470.57.02, 61 %, 19 %, 32510 MiB, 29908 MiB, 2602 MiB 2022/05/13 11:01:45.494, Tesla V100-SXM2-32GB, 470.57.02, 37 %, 11 %, 32510 MiB, 29960 MiB, 2550 MiB timestamp, name, driver_version, utilization.gpu [%], utilization.memory [%], memory.total [MiB], memory.free [MiB], memory.used [MiB] 2022/05/13 11:01:45.498, Tesla V100-SXM2-32GB, 470.57.02, 1 %, 1 %, 32510 MiB, 29900 MiB, 2610 MiB 2022/05/13 11:01:45.498, Tesla V100-SXM2-32GB, 470.57.02, 19 %, 11 %, 32510 MiB, 29888 MiB, 2622 MiB timestamp, name, driver_version, utilization.gpu [%], utilization.memory [%], memory.total [MiB], memory.free [MiB], memory.used [MiB] 2022/05/13 11:01:45.501, Tesla V100-SXM2-32GB, 470.57.02, 0 %, 0 %, 32510 MiB, 29984 MiB, 2526 MiB timestamp, name, driver_version, utilization.gpu [%], utilization.memory [%], memory.total [MiB], memory.free [MiB], memory.used [MiB] 2022/05/13 11:01:45.502, Tesla V100-SXM2-32GB, 470.57.02, 35 %, 11 %, 32510 MiB, 29968 MiB, 2542 MiB timestamp, name, driver_version, utilization.gpu [%], utilization.memory [%], memory.total [MiB], memory.free [MiB], memory.used [MiB] 2022/05/13 11:01:45.505, Tesla V100-SXM2-32GB, 470.57.02, 11 %, 4 %, 32510 MiB, 29844 MiB, 2666 MiB 2022/05/13 11:01:45.505, Tesla V100-SXM2-32GB, 470.57.02, 19 %, 11 %, 32510 MiB, 29888 MiB, 2622 MiB 2022/05/13 11:01:45.506, Tesla V100-SXM2-32GB, 470.57.02, 61 %, 19 %, 32510 MiB, 29908 MiB, 2602 MiB 2022/05/13 11:01:45.507, Tesla V100-SXM2-32GB, 470.57.02, 19 %, 11 %, 32510 MiB, 29888 MiB, 2622 MiB 2022/05/13 11:01:45.508, Tesla V100-SXM2-32GB, 470.57.02, 37 %, 11 %, 32510 MiB, 29960 MiB, 2550 MiB 2022/05/13 11:01:45.509, Tesla V100-SXM2-32GB, 470.57.02, 1 %, 1 %, 32510 MiB, 29900 MiB, 2610 MiB 2022/05/13 11:01:45.509, Tesla V100-SXM2-32GB, 470.57.02, 19 %, 11 %, 32510 MiB, 29888 MiB, 2622 MiB 2022/05/13 11:01:45.510, Tesla V100-SXM2-32GB, 470.57.02, 19 %, 11 %, 32510 MiB, 29888 MiB, 2622 MiB 2022/05/13 11:01:45.513, Tesla V100-SXM2-32GB, 470.57.02, 6 %, 2 %, 32510 MiB, 29924 MiB, 2586 MiB 2022/05/13 11:01:45.514, Tesla V100-SXM2-32GB, 470.57.02, 0 %, 0 %, 32510 MiB, 29908 MiB, 2602 MiB 2022/05/13 11:01:45.515, Tesla V100-SXM2-32GB, 470.57.02, 0 %, 0 %, 32510 MiB, 29984 MiB, 2526 MiB 2022/05/13 11:01:45.517, Tesla V100-SXM2-32GB, 470.57.02, 0 %, 0 %, 32510 MiB, 29908 MiB, 2602 MiB 2022/05/13 11:01:45.518, Tesla V100-SXM2-32GB, 470.57.02, 35 %, 11 %, 32510 MiB, 29968 MiB, 2542 MiB 2022/05/13 11:01:45.519, Tesla V100-SXM2-32GB, 470.57.02, 11 %, 4 %, 32510 MiB, 29844 MiB, 2666 MiB 2022/05/13 11:01:45.519, Tesla V100-SXM2-32GB, 470.57.02, 0 %, 0 %, 32510 MiB, 29908 MiB, 2602 MiB 2022/05/13 11:01:45.521, Tesla V100-SXM2-32GB, 470.57.02, 0 %, 0 %, 32510 MiB, 29908 MiB, 2602 MiB 2022/05/13 11:01:45.524, Tesla V100-SXM2-32GB, 470.57.02, 0 %, 0 %, 32510 MiB, 29984 MiB, 2526 MiB 2022/05/13 11:01:45.525, Tesla V100-SXM2-32GB, 470.57.02, 37 %, 11 %, 32510 MiB, 29960 MiB, 2550 MiB 2022/05/13 11:01:45.527, Tesla V100-SXM2-32GB, 470.57.02, 0 %, 0 %, 32510 MiB, 29984 MiB, 2526 MiB 2022/05/13 11:01:45.528, Tesla V100-SXM2-32GB, 470.57.02, 1 %, 1 %, 32510 MiB, 29900 MiB, 2610 MiB 2022/05/13 11:01:45.529, Tesla V100-SXM2-32GB, 470.57.02, 6 %, 2 %, 32510 MiB, 29924 MiB, 2586 MiB 2022/05/13 11:01:45.529, Tesla V100-SXM2-32GB, 470.57.02, 0 %, 0 %, 32510 MiB, 29984 MiB, 2526 MiB 2022/05/13 11:01:45.531, Tesla V100-SXM2-32GB, 470.57.02, 0 %, 0 %, 32510 MiB, 29984 MiB, 2526 MiB 2022/05/13 11:01:45.534, Tesla V100-SXM2-32GB, 470.57.02, 37 %, 11 %, 32510 MiB, 29960 MiB, 2550 MiB 2022/05/13 11:01:45.534, Tesla V100-SXM2-32GB, 470.57.02, 35 %, 11 %, 32510 MiB, 29968 MiB, 2542 MiB 2022/05/13 11:01:45.537, Tesla V100-SXM2-32GB, 470.57.02, 37 %, 11 %, 32510 MiB, 29960 MiB, 2550 MiB 2022/05/13 11:01:45.537, Tesla V100-SXM2-32GB, 470.57.02, 11 %, 4 %, 32510 MiB, 29844 MiB, 2666 MiB 2022/05/13 11:01:45.539, Tesla V100-SXM2-32GB, 470.57.02, 37 %, 11 %, 32510 MiB, 29960 MiB, 2550 MiB 2022/05/13 11:01:45.541, Tesla V100-SXM2-32GB, 470.57.02, 37 %, 11 %, 32510 MiB, 29960 MiB, 2550 MiB 2022/05/13 11:01:45.543, Tesla V100-SXM2-32GB, 470.57.02, 35 %, 11 %, 32510 MiB, 29968 MiB, 2542 MiB 2022/05/13 11:01:45.544, Tesla V100-SXM2-32GB, 470.57.02, 1 %, 1 %, 32510 MiB, 29900 MiB, 2610 MiB 2022/05/13 11:01:45.547, Tesla V100-SXM2-32GB, 470.57.02, 35 %, 11 %, 32510 MiB, 29968 MiB, 2542 MiB 2022/05/13 11:01:45.547, Tesla V100-SXM2-32GB, 470.57.02, 6 %, 2 %, 32510 MiB, 29924 MiB, 2586 MiB 2022/05/13 11:01:45.549, Tesla V100-SXM2-32GB, 470.57.02, 35 %, 11 %, 32510 MiB, 29968 MiB, 2542 MiB 2022/05/13 11:01:45.550, Tesla V100-SXM2-32GB, 470.57.02, 35 %, 11 %, 32510 MiB, 29968 MiB, 2542 MiB 2022/05/13 11:01:45.553, Tesla V100-SXM2-32GB, 470.57.02, 1 %, 1 %, 32510 MiB, 29900 MiB, 2610 MiB 2022/05/13 11:01:45.553, Tesla V100-SXM2-32GB, 470.57.02, 11 %, 4 %, 32510 MiB, 29844 MiB, 2666 MiB 2022/05/13 11:01:45.556, Tesla V100-SXM2-32GB, 470.57.02, 1 %, 1 %, 32510 MiB, 29900 MiB, 2610 MiB 2022/05/13 11:01:45.558, Tesla V100-SXM2-32GB, 470.57.02, 1 %, 1 %, 32510 MiB, 29900 MiB, 2610 MiB 2022/05/13 11:01:45.559, Tesla V100-SXM2-32GB, 470.57.02, 1 %, 1 %, 32510 MiB, 29900 MiB, 2610 MiB 2022/05/13 11:01:45.565, Tesla V100-SXM2-32GB, 470.57.02, 11 %, 4 %, 32510 MiB, 29844 MiB, 2666 MiB 2022/05/13 11:01:45.566, Tesla V100-SXM2-32GB, 470.57.02, 6 %, 2 %, 32510 MiB, 29924 MiB, 2586 MiB 2022/05/13 11:01:45.568, Tesla V100-SXM2-32GB, 470.57.02, 11 %, 4 %, 32510 MiB, 29844 MiB, 2666 MiB 2022/05/13 11:01:45.570, Tesla V100-SXM2-32GB, 470.57.02, 11 %, 4 %, 32510 MiB, 29844 MiB, 2666 MiB 2022/05/13 11:01:45.571, Tesla V100-SXM2-32GB, 470.57.02, 11 %, 4 %, 32510 MiB, 29844 MiB, 2666 MiB 2022/05/13 11:01:45.574, Tesla V100-SXM2-32GB, 470.57.02, 6 %, 2 %, 32510 MiB, 29924 MiB, 2586 MiB 2022/05/13 11:01:45.580, Tesla V100-SXM2-32GB, 470.57.02, 6 %, 2 %, 32510 MiB, 29924 MiB, 2586 MiB 2022/05/13 11:01:45.582, Tesla V100-SXM2-32GB, 470.57.02, 6 %, 2 %, 32510 MiB, 29924 MiB, 2586 MiB 2022/05/13 11:01:45.583, Tesla V100-SXM2-32GB, 470.57.02, 6 %, 2 %, 32510 MiB, 29924 MiB, 2586 MiB [rank:0] iter: 200/1100, loss: 0.4691310226917267, latency(ms): 41.2125186622142792 | 2022-05-13 11:01:49.430 [rank:0] iter: 300/1100, loss: 0.4605416357517242, latency(ms): 38.9453671872615814 | 2022-05-13 11:01:53.325 [rank:0] iter: 400/1100, loss: 0.4519911706447601, latency(ms): 38.4253497421741486 | 2022-05-13 11:01:57.167 [rank:0] iter: 500/1100, loss: 0.4502789378166199, latency(ms): 40.0386972352862358 | 2022-05-13 11:02:01.171 [rank:0] iter: 600/1100, loss: 0.4463818073272705, latency(ms): 41.0784186422824860 | 2022-05-13 11:02:05.279 [rank:0] iter: 700/1100, loss: 0.4402668774127960, latency(ms): 41.5987410023808479 | 2022-05-13 11:02:09.439 [rank:0] iter: 800/1100, loss: 0.4422991275787354, latency(ms): 41.5468231588602066 | 2022-05-13 11:02:13.594 [rank:0] iter: 900/1100, loss: 0.4327369034290314, latency(ms): 41.1161696910858154 | 2022-05-13 11:02:17.705 [rank:0] iter: 1000/1100, loss: 0.4311020672321320, latency(ms): 41.9490399584174156 | 2022-05-13 11:02:21.900 [rank:0] iter: 1100/1100, loss: 0.4328617453575134, latency(ms): 42.4009024724364281 | 2022-05-13 11:02:26.140