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: /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: /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 W20220421 16:46:21.574601 7643 rpc_client.cpp:190] LoadServer 10.7.238.126 Failed at 0 times error_code 14 error_message failed to connect to all addresses W20220421 16:46:21.574602 7638 rpc_client.cpp:190] LoadServer 10.7.238.126 Failed at 0 times error_code 14 error_message failed to connect to all addresses W20220421 16:46:21.574600 7639 rpc_client.cpp:190] LoadServer 10.7.238.126 Failed at 0 times error_code 14 error_message failed to connect to all addresses W20220421 16:46:21.574551 7637 rpc_client.cpp:190] LoadServer 10.7.238.126 Failed at 0 times error_code 14 error_message failed to connect to all addresses W20220421 16:46:21.574602 7646 rpc_client.cpp:190] LoadServer 10.7.238.126 Failed at 0 times error_code 14 error_message failed to connect to all addresses ------------------------ 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: 0.5022905468940735, latency(ms): 105.9078337997198105 | 2022-04-21 16:46:48.182 timestamp, name, driver_version, utilization.gpu [%], utilization.memory [%], memory.total [MiB], memory.free [MiB], memory.used [MiB] 2022/04/21 16:46:48.290, Tesla V100-SXM2-32GB, 470.57.02, 86 %, 21 %, 32510 MiB, 29890 MiB, 2620 MiB 2022/04/21 16:46:48.297, Tesla V100-SXM2-32GB, 470.57.02, 64 %, 19 %, 32510 MiB, 29910 MiB, 2600 MiB 2022/04/21 16:46:48.301, Tesla V100-SXM2-32GB, 470.57.02, 93 %, 21 %, 32510 MiB, 29986 MiB, 2524 MiB 2022/04/21 16:46:48.306, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 24 %, 32510 MiB, 29962 MiB, 2548 MiB timestamp, name, driver_version, utilization.gpu [%], utilization.memory [%], memory.total [MiB], memory.free [MiB], memory.used [MiB] 2022/04/21 16:46:48.312, Tesla V100-SXM2-32GB, 470.57.02, 44 %, 25 %, 32510 MiB, 29970 MiB, 2540 MiB 2022/04/21 16:46:48.313, Tesla V100-SXM2-32GB, 470.57.02, 86 %, 21 %, 32510 MiB, 29890 MiB, 2620 MiB 2022/04/21 16:46:48.319, Tesla V100-SXM2-32GB, 470.57.02, 66 %, 20 %, 32510 MiB, 29902 MiB, 2608 MiB timestamp, name, driver_version, utilization.gpu [%], utilization.memory [%], memory.total [MiB], memory.free [MiB], memory.used [MiB] 2022/04/21 16:46:48.320, Tesla V100-SXM2-32GB, 470.57.02, 64 %, 19 %, 32510 MiB, 29910 MiB, 2600 MiB timestamp, name, driver_version, utilization.gpu [%], utilization.memory [%], memory.total [MiB], memory.free [MiB], memory.used [MiB] 2022/04/21 16:46:48.323, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 24 %, 32510 MiB, 29846 MiB, 2664 MiB 2022/04/21 16:46:48.324, Tesla V100-SXM2-32GB, 470.57.02, 93 %, 21 %, 32510 MiB, 29986 MiB, 2524 MiB 2022/04/21 16:46:48.324, Tesla V100-SXM2-32GB, 470.57.02, 86 %, 21 %, 32510 MiB, 29890 MiB, 2620 MiB timestamp, name, driver_version, utilization.gpu [%], utilization.memory [%], memory.total [MiB], memory.free [MiB], memory.used [MiB] 2022/04/21 16:46:48.327, Tesla V100-SXM2-32GB, 470.57.02, 86 %, 21 %, 32510 MiB, 29890 MiB, 2620 MiB 2022/04/21 16:46:48.328, Tesla V100-SXM2-32GB, 470.57.02, 42 %, 11 %, 32510 MiB, 29926 MiB, 2584 MiB 2022/04/21 16:46:48.330, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 24 %, 32510 MiB, 29962 MiB, 2548 MiB 2022/04/21 16:46:48.330, Tesla V100-SXM2-32GB, 470.57.02, 64 %, 19 %, 32510 MiB, 29910 MiB, 2600 MiB 2022/04/21 16:46:48.334, Tesla V100-SXM2-32GB, 470.57.02, 64 %, 19 %, 32510 MiB, 29910 MiB, 2600 MiB 2022/04/21 16:46:48.334, Tesla V100-SXM2-32GB, 470.57.02, 86 %, 21 %, 32510 MiB, 29890 MiB, 2620 MiB 2022/04/21 16:46:48.337, Tesla V100-SXM2-32GB, 470.57.02, 5 %, 4 %, 32510 MiB, 29970 MiB, 2540 MiB 2022/04/21 16:46:48.337, Tesla V100-SXM2-32GB, 470.57.02, 93 %, 21 %, 32510 MiB, 29986 MiB, 2524 MiB 2022/04/21 16:46:48.342, Tesla V100-SXM2-32GB, 470.57.02, 93 %, 21 %, 32510 MiB, 29986 MiB, 2524 MiB 2022/04/21 16:46:48.342, Tesla V100-SXM2-32GB, 470.57.02, 64 %, 19 %, 32510 MiB, 29910 MiB, 2600 MiB 2022/04/21 16:46:48.344, Tesla V100-SXM2-32GB, 470.57.02, 66 %, 20 %, 32510 MiB, 29902 MiB, 2608 MiB timestamp, name, driver_version, utilization.gpu [%], utilization.memory [%], memory.total [MiB], memory.free [MiB], memory.used [MiB] 2022/04/21 16:46:48.345, Tesla V100-SXM2-32GB, 470.57.02, 1 %, 1 %, 32510 MiB, 29962 MiB, 2548 MiB timestamp, name, driver_version, utilization.gpu [%], utilization.memory [%], memory.total [MiB], memory.free [MiB], memory.used [MiB] 2022/04/21 16:46:48.348, Tesla V100-SXM2-32GB, 470.57.02, 1 %, 1 %, 32510 MiB, 29962 MiB, 2548 MiB timestamp, name, driver_version, utilization.gpu [%], utilization.memory [%], memory.total [MiB], memory.free [MiB], memory.used [MiB] 2022/04/21 16:46:48.348, Tesla V100-SXM2-32GB, 470.57.02, 93 %, 21 %, 32510 MiB, 29986 MiB, 2524 MiB 2022/04/21 16:46:48.349, Tesla V100-SXM2-32GB, 470.57.02, 0 %, 0 %, 32510 MiB, 29846 MiB, 2664 MiB 2022/04/21 16:46:48.350, Tesla V100-SXM2-32GB, 470.57.02, 5 %, 4 %, 32510 MiB, 29970 MiB, 2540 MiB 2022/04/21 16:46:48.349, Tesla V100-SXM2-32GB, 470.57.02, 86 %, 21 %, 32510 MiB, 29890 MiB, 2620 MiB 2022/04/21 16:46:48.351, Tesla V100-SXM2-32GB, 470.57.02, 86 %, 21 %, 32510 MiB, 29890 MiB, 2620 MiB 2022/04/21 16:46:48.353, Tesla V100-SXM2-32GB, 470.57.02, 5 %, 4 %, 32510 MiB, 29970 MiB, 2540 MiB 2022/04/21 16:46:48.354, Tesla V100-SXM2-32GB, 470.57.02, 1 %, 1 %, 32510 MiB, 29962 MiB, 2548 MiB 2022/04/21 16:46:48.353, Tesla V100-SXM2-32GB, 470.57.02, 86 %, 21 %, 32510 MiB, 29890 MiB, 2620 MiB 2022/04/21 16:46:48.355, Tesla V100-SXM2-32GB, 470.57.02, 42 %, 11 %, 32510 MiB, 29926 MiB, 2584 MiB 2022/04/21 16:46:48.356, Tesla V100-SXM2-32GB, 470.57.02, 66 %, 20 %, 32510 MiB, 29902 MiB, 2608 MiB 2022/04/21 16:46:48.356, Tesla V100-SXM2-32GB, 470.57.02, 64 %, 19 %, 32510 MiB, 29910 MiB, 2600 MiB 2022/04/21 16:46:48.358, Tesla V100-SXM2-32GB, 470.57.02, 64 %, 19 %, 32510 MiB, 29910 MiB, 2600 MiB 2022/04/21 16:46:48.362, Tesla V100-SXM2-32GB, 470.57.02, 66 %, 20 %, 32510 MiB, 29902 MiB, 2608 MiB 2022/04/21 16:46:48.363, Tesla V100-SXM2-32GB, 470.57.02, 5 %, 4 %, 32510 MiB, 29970 MiB, 2540 MiB 2022/04/21 16:46:48.364, Tesla V100-SXM2-32GB, 470.57.02, 64 %, 19 %, 32510 MiB, 29910 MiB, 2600 MiB 2022/04/21 16:46:48.365, Tesla V100-SXM2-32GB, 470.57.02, 0 %, 0 %, 32510 MiB, 29846 MiB, 2664 MiB 2022/04/21 16:46:48.366, Tesla V100-SXM2-32GB, 470.57.02, 0 %, 0 %, 32510 MiB, 29986 MiB, 2524 MiB 2022/04/21 16:46:48.368, Tesla V100-SXM2-32GB, 470.57.02, 0 %, 0 %, 32510 MiB, 29986 MiB, 2524 MiB 2022/04/21 16:46:48.369, Tesla V100-SXM2-32GB, 470.57.02, 0 %, 0 %, 32510 MiB, 29846 MiB, 2664 MiB 2022/04/21 16:46:48.370, Tesla V100-SXM2-32GB, 470.57.02, 66 %, 20 %, 32510 MiB, 29902 MiB, 2608 MiB 2022/04/21 16:46:48.371, Tesla V100-SXM2-32GB, 470.57.02, 0 %, 0 %, 32510 MiB, 29986 MiB, 2524 MiB 2022/04/21 16:46:48.372, Tesla V100-SXM2-32GB, 470.57.02, 42 %, 11 %, 32510 MiB, 29926 MiB, 2584 MiB 2022/04/21 16:46:48.373, Tesla V100-SXM2-32GB, 470.57.02, 1 %, 1 %, 32510 MiB, 29962 MiB, 2548 MiB 2022/04/21 16:46:48.375, Tesla V100-SXM2-32GB, 470.57.02, 1 %, 1 %, 32510 MiB, 29962 MiB, 2548 MiB 2022/04/21 16:46:48.376, Tesla V100-SXM2-32GB, 470.57.02, 42 %, 11 %, 32510 MiB, 29926 MiB, 2584 MiB 2022/04/21 16:46:48.377, Tesla V100-SXM2-32GB, 470.57.02, 0 %, 0 %, 32510 MiB, 29846 MiB, 2664 MiB 2022/04/21 16:46:48.378, Tesla V100-SXM2-32GB, 470.57.02, 1 %, 1 %, 32510 MiB, 29962 MiB, 2548 MiB 2022/04/21 16:46:48.380, Tesla V100-SXM2-32GB, 470.57.02, 5 %, 4 %, 32510 MiB, 29970 MiB, 2540 MiB 2022/04/21 16:46:48.381, Tesla V100-SXM2-32GB, 470.57.02, 5 %, 4 %, 32510 MiB, 29970 MiB, 2540 MiB 2022/04/21 16:46:48.383, Tesla V100-SXM2-32GB, 470.57.02, 42 %, 11 %, 32510 MiB, 29926 MiB, 2584 MiB 2022/04/21 16:46:48.383, Tesla V100-SXM2-32GB, 470.57.02, 5 %, 4 %, 32510 MiB, 29970 MiB, 2540 MiB 2022/04/21 16:46:48.385, Tesla V100-SXM2-32GB, 470.57.02, 66 %, 20 %, 32510 MiB, 29902 MiB, 2608 MiB 2022/04/21 16:46:48.386, Tesla V100-SXM2-32GB, 470.57.02, 66 %, 20 %, 32510 MiB, 29902 MiB, 2608 MiB 2022/04/21 16:46:48.392, Tesla V100-SXM2-32GB, 470.57.02, 66 %, 20 %, 32510 MiB, 29902 MiB, 2608 MiB 2022/04/21 16:46:48.394, Tesla V100-SXM2-32GB, 470.57.02, 0 %, 0 %, 32510 MiB, 29846 MiB, 2664 MiB 2022/04/21 16:46:48.395, Tesla V100-SXM2-32GB, 470.57.02, 0 %, 0 %, 32510 MiB, 29846 MiB, 2664 MiB 2022/04/21 16:46:48.397, Tesla V100-SXM2-32GB, 470.57.02, 0 %, 0 %, 32510 MiB, 29846 MiB, 2664 MiB 2022/04/21 16:46:48.399, Tesla V100-SXM2-32GB, 470.57.02, 42 %, 11 %, 32510 MiB, 29926 MiB, 2584 MiB 2022/04/21 16:46:48.402, Tesla V100-SXM2-32GB, 470.57.02, 42 %, 11 %, 32510 MiB, 29926 MiB, 2584 MiB 2022/04/21 16:46:48.404, Tesla V100-SXM2-32GB, 470.57.02, 42 %, 11 %, 32510 MiB, 29926 MiB, 2584 MiB [rank:0] iter: 200/1100, loss: 0.4674124419689178, latency(ms): 41.6895055398344994 | 2022-04-21 16:46:52.351 [rank:0] iter: 300/1100, loss: 0.4598610997200012, latency(ms): 39.3248660489916801 | 2022-04-21 16:46:56.283 [rank:0] iter: 400/1100, loss: 0.4513049423694611, latency(ms): 39.5687444880604744 | 2022-04-21 16:47:00.240 [rank:0] iter: 500/1100, loss: 0.4494671225547791, latency(ms): 40.2041536197066307 | 2022-04-21 16:47:04.261 [rank:0] iter: 600/1100, loss: 0.4458586573600769, latency(ms): 41.0144464299082756 | 2022-04-21 16:47:08.362 [rank:0] iter: 700/1100, loss: 0.4395232498645782, latency(ms): 42.7024501562118530 | 2022-04-21 16:47:12.632 [rank:0] iter: 800/1100, loss: 0.4417340755462646, latency(ms): 42.1237256750464439 | 2022-04-21 16:47:16.845 [rank:0] iter: 900/1100, loss: 0.4316881299018860, latency(ms): 42.6469137892127037 | 2022-04-21 16:47:21.109 [rank:0] iter: 1000/1100, loss: 0.4305055737495422, latency(ms): 43.0648915842175484 | 2022-04-21 16:47:25.416 [rank:0] iter: 1100/1100, loss: 0.4322816431522369, latency(ms): 42.3539974167943001 | 2022-04-21 16:47:29.651