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.1loaded library: /usr/lib/x86_64-linux-gnu/libibverbs.so.1/usr/lib/x86_64-linux-gnu/libibverbs.so.1loaded 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 W20220509 23:01:35.898021 6439 rpc_client.cpp:190] LoadServer 10.7.224.224 Failed at 0 times error_code 14 error_message failed to connect to all addresses W20220509 23:01:35.896811 6436 rpc_client.cpp:190] LoadServer 10.7.224.224 Failed at 0 times error_code 14 error_message failed to connect to all addresses W20220509 23:01:35.897696 6438 rpc_client.cpp:190] LoadServer 10.7.224.224 Failed at 0 times error_code 14 error_message failed to connect to all addresses W20220509 23:01:35.897696 6434 rpc_client.cpp:190] LoadServer 10.7.224.224 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: 0.5042291879653931, latency(ms): 76.2994179874658585 | 2022-05-09 23:01:55.131 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] 2022/05/09 23:01:55.259, Tesla V100-SXM2-32GB, 470.57.02, 84 %, 30 %, 32510 MiB, 30118 MiB, 2392 MiB 2022/05/09 23:01:55.260, Tesla V100-SXM2-32GB, 470.57.02, 84 %, 30 %, 32510 MiB, 30118 MiB, 2392 MiB 2022/05/09 23:01:55.267, Tesla V100-SXM2-32GB, 470.57.02, 17 %, 8 %, 32510 MiB, 30138 MiB, 2372 MiB 2022/05/09 23:01:55.268, Tesla V100-SXM2-32GB, 470.57.02, 17 %, 8 %, 32510 MiB, 30138 MiB, 2372 MiB 2022/05/09 23:01:55.273, Tesla V100-SXM2-32GB, 470.57.02, 1 %, 1 %, 32510 MiB, 30214 MiB, 2296 MiB 2022/05/09 23:01:55.274, Tesla V100-SXM2-32GB, 470.57.02, 1 %, 1 %, 32510 MiB, 30214 MiB, 2296 MiB timestamp, name, driver_version, utilization.gpu [%], utilization.memory [%], memory.total [MiB], memory.free [MiB], memory.used [MiB] 2022/05/09 23:01:55.280, Tesla V100-SXM2-32GB, 470.57.02, 37 %, 23 %, 32510 MiB, 30190 MiB, 2320 MiB 2022/05/09 23:01:55.282, Tesla V100-SXM2-32GB, 470.57.02, 37 %, 23 %, 32510 MiB, 30190 MiB, 2320 MiB timestamp, name, driver_version, utilization.gpu [%], utilization.memory [%], memory.total [MiB], memory.free [MiB], memory.used [MiB] 2022/05/09 23:01:55.286, Tesla V100-SXM2-32GB, 470.57.02, 84 %, 30 %, 32510 MiB, 30118 MiB, 2392 MiB 2022/05/09 23:01:55.287, Tesla V100-SXM2-32GB, 470.57.02, 85 %, 31 %, 32510 MiB, 30198 MiB, 2312 MiB 2022/05/09 23:01:55.289, Tesla V100-SXM2-32GB, 470.57.02, 85 %, 31 %, 32510 MiB, 30198 MiB, 2312 MiB timestamp, name, driver_version, utilization.gpu [%], utilization.memory [%], memory.total [MiB], memory.free [MiB], memory.used [MiB] 2022/05/09 23:01:55.295, Tesla V100-SXM2-32GB, 470.57.02, 17 %, 8 %, 32510 MiB, 30138 MiB, 2372 MiB 2022/05/09 23:01:55.294, Tesla V100-SXM2-32GB, 470.57.02, 84 %, 30 %, 32510 MiB, 30118 MiB, 2392 MiB 2022/05/09 23:01:55.295, Tesla V100-SXM2-32GB, 470.57.02, 30 %, 11 %, 32510 MiB, 30130 MiB, 2380 MiB timestamp, name, driver_version, utilization.gpu [%], utilization.memory [%], memory.total [MiB], memory.free [MiB], memory.used [MiB] 2022/05/09 23:01:55.296, Tesla V100-SXM2-32GB, 470.57.02, 30 %, 11 %, 32510 MiB, 30130 MiB, 2380 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] 2022/05/09 23:01:55.299, Tesla V100-SXM2-32GB, 470.57.02, 0 %, 0 %, 32510 MiB, 30118 MiB, 2392 MiB 2022/05/09 23:01:55.301, Tesla V100-SXM2-32GB, 470.57.02, 1 %, 1 %, 32510 MiB, 30214 MiB, 2296 MiB 2022/05/09 23:01:55.301, Tesla V100-SXM2-32GB, 470.57.02, 17 %, 8 %, 32510 MiB, 30138 MiB, 2372 MiB 2022/05/09 23:01:55.301, Tesla V100-SXM2-32GB, 470.57.02, 15 %, 7 %, 32510 MiB, 30074 MiB, 2436 MiB 2022/05/09 23:01:55.303, Tesla V100-SXM2-32GB, 470.57.02, 15 %, 7 %, 32510 MiB, 30074 MiB, 2436 MiB 2022/05/09 23:01:55.302, Tesla V100-SXM2-32GB, 470.57.02, 0 %, 0 %, 32510 MiB, 30118 MiB, 2392 MiB 2022/05/09 23:01:55.303, Tesla V100-SXM2-32GB, 470.57.02, 0 %, 0 %, 32510 MiB, 30118 MiB, 2392 MiB 2022/05/09 23:01:55.304, Tesla V100-SXM2-32GB, 470.57.02, 0 %, 0 %, 32510 MiB, 30118 MiB, 2392 MiB 2022/05/09 23:01:55.307, Tesla V100-SXM2-32GB, 470.57.02, 17 %, 8 %, 32510 MiB, 30138 MiB, 2372 MiB 2022/05/09 23:01:55.309, Tesla V100-SXM2-32GB, 470.57.02, 37 %, 23 %, 32510 MiB, 30190 MiB, 2320 MiB 2022/05/09 23:01:55.309, Tesla V100-SXM2-32GB, 470.57.02, 1 %, 1 %, 32510 MiB, 30214 MiB, 2296 MiB 2022/05/09 23:01:55.309, Tesla V100-SXM2-32GB, 470.57.02, 11 %, 6 %, 32510 MiB, 30154 MiB, 2356 MiB 2022/05/09 23:01:55.311, Tesla V100-SXM2-32GB, 470.57.02, 11 %, 6 %, 32510 MiB, 30154 MiB, 2356 MiB 2022/05/09 23:01:55.311, Tesla V100-SXM2-32GB, 470.57.02, 17 %, 8 %, 32510 MiB, 30138 MiB, 2372 MiB 2022/05/09 23:01:55.313, Tesla V100-SXM2-32GB, 470.57.02, 17 %, 8 %, 32510 MiB, 30138 MiB, 2372 MiB 2022/05/09 23:01:55.315, Tesla V100-SXM2-32GB, 470.57.02, 17 %, 8 %, 32510 MiB, 30138 MiB, 2372 MiB 2022/05/09 23:01:55.317, Tesla V100-SXM2-32GB, 470.57.02, 1 %, 1 %, 32510 MiB, 30214 MiB, 2296 MiB 2022/05/09 23:01:55.319, Tesla V100-SXM2-32GB, 470.57.02, 0 %, 0 %, 32510 MiB, 30198 MiB, 2312 MiB 2022/05/09 23:01:55.319, Tesla V100-SXM2-32GB, 470.57.02, 37 %, 23 %, 32510 MiB, 30190 MiB, 2320 MiB 2022/05/09 23:01:55.322, Tesla V100-SXM2-32GB, 470.57.02, 1 %, 1 %, 32510 MiB, 30214 MiB, 2296 MiB 2022/05/09 23:01:55.324, Tesla V100-SXM2-32GB, 470.57.02, 1 %, 1 %, 32510 MiB, 30214 MiB, 2296 MiB 2022/05/09 23:01:55.325, Tesla V100-SXM2-32GB, 470.57.02, 1 %, 1 %, 32510 MiB, 30214 MiB, 2296 MiB 2022/05/09 23:01:55.327, Tesla V100-SXM2-32GB, 470.57.02, 37 %, 23 %, 32510 MiB, 30190 MiB, 2320 MiB 2022/05/09 23:01:55.328, Tesla V100-SXM2-32GB, 470.57.02, 30 %, 11 %, 32510 MiB, 30130 MiB, 2380 MiB 2022/05/09 23:01:55.329, Tesla V100-SXM2-32GB, 470.57.02, 0 %, 0 %, 32510 MiB, 30198 MiB, 2312 MiB 2022/05/09 23:01:55.331, Tesla V100-SXM2-32GB, 470.57.02, 37 %, 23 %, 32510 MiB, 30190 MiB, 2320 MiB 2022/05/09 23:01:55.332, Tesla V100-SXM2-32GB, 470.57.02, 37 %, 23 %, 32510 MiB, 30190 MiB, 2320 MiB 2022/05/09 23:01:55.333, Tesla V100-SXM2-32GB, 470.57.02, 37 %, 23 %, 32510 MiB, 30190 MiB, 2320 MiB 2022/05/09 23:01:55.335, Tesla V100-SXM2-32GB, 470.57.02, 0 %, 0 %, 32510 MiB, 30198 MiB, 2312 MiB 2022/05/09 23:01:55.337, Tesla V100-SXM2-32GB, 470.57.02, 15 %, 7 %, 32510 MiB, 30074 MiB, 2436 MiB 2022/05/09 23:01:55.338, Tesla V100-SXM2-32GB, 470.57.02, 30 %, 11 %, 32510 MiB, 30130 MiB, 2380 MiB 2022/05/09 23:01:55.339, Tesla V100-SXM2-32GB, 470.57.02, 0 %, 0 %, 32510 MiB, 30198 MiB, 2312 MiB 2022/05/09 23:01:55.341, Tesla V100-SXM2-32GB, 470.57.02, 0 %, 0 %, 32510 MiB, 30198 MiB, 2312 MiB 2022/05/09 23:01:55.342, Tesla V100-SXM2-32GB, 470.57.02, 0 %, 0 %, 32510 MiB, 30198 MiB, 2312 MiB 2022/05/09 23:01:55.344, Tesla V100-SXM2-32GB, 470.57.02, 30 %, 11 %, 32510 MiB, 30130 MiB, 2380 MiB 2022/05/09 23:01:55.346, Tesla V100-SXM2-32GB, 470.57.02, 11 %, 6 %, 32510 MiB, 30154 MiB, 2356 MiB 2022/05/09 23:01:55.347, Tesla V100-SXM2-32GB, 470.57.02, 15 %, 7 %, 32510 MiB, 30074 MiB, 2436 MiB 2022/05/09 23:01:55.349, Tesla V100-SXM2-32GB, 470.57.02, 30 %, 11 %, 32510 MiB, 30130 MiB, 2380 MiB 2022/05/09 23:01:55.351, Tesla V100-SXM2-32GB, 470.57.02, 30 %, 11 %, 32510 MiB, 30130 MiB, 2380 MiB 2022/05/09 23:01:55.352, Tesla V100-SXM2-32GB, 470.57.02, 30 %, 11 %, 32510 MiB, 30130 MiB, 2380 MiB 2022/05/09 23:01:55.354, Tesla V100-SXM2-32GB, 470.57.02, 15 %, 7 %, 32510 MiB, 30074 MiB, 2436 MiB 2022/05/09 23:01:55.363, Tesla V100-SXM2-32GB, 470.57.02, 11 %, 6 %, 32510 MiB, 30154 MiB, 2356 MiB 2022/05/09 23:01:55.365, Tesla V100-SXM2-32GB, 470.57.02, 15 %, 7 %, 32510 MiB, 30074 MiB, 2436 MiB 2022/05/09 23:01:55.367, Tesla V100-SXM2-32GB, 470.57.02, 15 %, 7 %, 32510 MiB, 30074 MiB, 2436 MiB 2022/05/09 23:01:55.368, Tesla V100-SXM2-32GB, 470.57.02, 15 %, 7 %, 32510 MiB, 30074 MiB, 2436 MiB 2022/05/09 23:01:55.370, Tesla V100-SXM2-32GB, 470.57.02, 11 %, 6 %, 32510 MiB, 30154 MiB, 2356 MiB 2022/05/09 23:01:55.374, Tesla V100-SXM2-32GB, 470.57.02, 11 %, 6 %, 32510 MiB, 30154 MiB, 2356 MiB 2022/05/09 23:01:55.375, Tesla V100-SXM2-32GB, 470.57.02, 11 %, 6 %, 32510 MiB, 30154 MiB, 2356 MiB 2022/05/09 23:01:55.377, Tesla V100-SXM2-32GB, 470.57.02, 11 %, 6 %, 32510 MiB, 30154 MiB, 2356 MiB [rank:0] iter: 200/1100, loss: 0.4705139994621277, latency(ms): 23.4627861157059669 | 2022-05-09 23:01:57.478 [rank:0] iter: 300/1100, loss: 0.4638271331787109, latency(ms): 20.7732236757874489 | 2022-05-09 23:01:59.555 [rank:0] iter: 400/1100, loss: 0.4602361917495728, latency(ms): 21.3911260664463043 | 2022-05-09 23:02:01.694 [rank:0] iter: 500/1100, loss: 0.4576583802700043, latency(ms): 21.8248128145933151 | 2022-05-09 23:02:03.877 [rank:0] iter: 600/1100, loss: 0.4529612660408020, latency(ms): 21.3445451855659485 | 2022-05-09 23:02:06.011 [rank:0] iter: 700/1100, loss: 0.4461907446384430, latency(ms): 21.7092916369438171 | 2022-05-09 23:02:08.182 [rank:0] iter: 800/1100, loss: 0.4462070167064667, latency(ms): 21.3274144381284714 | 2022-05-09 23:02:10.315 [rank:0] iter: 900/1100, loss: 0.4465061128139496, latency(ms): 21.6169624775648117 | 2022-05-09 23:02:12.476 [rank:0] iter: 1000/1100, loss: 0.4444765746593475, latency(ms): 20.9335424005985260 | 2022-05-09 23:02:14.570 [rank:0] iter: 1100/1100, loss: 0.4475322067737579, latency(ms): 21.2643611058592796 | 2022-05-09 23:02:16.696