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: 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 /usr/lib/x86_64-linux-gnu/libibverbs.so.1 loaded library: /usr/lib/x86_64-linux-gnu/libibverbs.so.1 ------------------------ 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: 0.5043841004371643, latency(ms): 74.6700510755181313 | 2022-05-10 02:39:36.200 timestamp, name, driver_version, utilization.gpu [%], utilization.memory [%], memory.total [MiB], memory.free [MiB], memory.used [MiB] 2022/05/10 02:39:36.363, Tesla V100-SXM2-32GB, 470.57.02, 0 %, 0 %, 32510 MiB, 30118 MiB, 2392 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] timestamp, name, driver_version, utilization.gpu [%], utilization.memory [%], memory.total [MiB], memory.free [MiB], memory.used [MiB] 2022/05/10 02:39:36.371, Tesla V100-SXM2-32GB, 470.57.02, 80 %, 29 %, 32510 MiB, 30138 MiB, 2372 MiB 2022/05/10 02:39:36.372, Tesla V100-SXM2-32GB, 470.57.02, 0 %, 0 %, 32510 MiB, 30118 MiB, 2392 MiB 2022/05/10 02:39:36.374, Tesla V100-SXM2-32GB, 470.57.02, 0 %, 0 %, 32510 MiB, 30118 MiB, 2392 MiB 2022/05/10 02:39:36.374, Tesla V100-SXM2-32GB, 470.57.02, 0 %, 0 %, 32510 MiB, 30118 MiB, 2392 MiB 2022/05/10 02:39:36.378, 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] 2022/05/10 02:39:36.382, Tesla V100-SXM2-32GB, 470.57.02, 0 %, 0 %, 32510 MiB, 30138 MiB, 2372 MiB 2022/05/10 02:39:36.383, Tesla V100-SXM2-32GB, 470.57.02, 0 %, 0 %, 32510 MiB, 30138 MiB, 2372 MiB 2022/05/10 02:39:36.384, Tesla V100-SXM2-32GB, 470.57.02, 0 %, 0 %, 32510 MiB, 30138 MiB, 2372 MiB 2022/05/10 02:39:36.386, Tesla V100-SXM2-32GB, 470.57.02, 4 %, 2 %, 32510 MiB, 30190 MiB, 2320 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] 2022/05/10 02:39:36.392, Tesla V100-SXM2-32GB, 470.57.02, 0 %, 0 %, 32510 MiB, 30214 MiB, 2296 MiB 2022/05/10 02:39:36.392, Tesla V100-SXM2-32GB, 470.57.02, 0 %, 0 %, 32510 MiB, 30118 MiB, 2392 MiB 2022/05/10 02:39:36.393, Tesla V100-SXM2-32GB, 470.57.02, 0 %, 0 %, 32510 MiB, 30214 MiB, 2296 MiB 2022/05/10 02:39:36.393, Tesla V100-SXM2-32GB, 470.57.02, 0 %, 0 %, 32510 MiB, 30214 MiB, 2296 MiB 2022/05/10 02:39:36.396, Tesla V100-SXM2-32GB, 470.57.02, 47 %, 19 %, 32510 MiB, 30198 MiB, 2312 MiB 2022/05/10 02:39:36.397, Tesla V100-SXM2-32GB, 470.57.02, 0 %, 0 %, 32510 MiB, 30118 MiB, 2392 MiB 2022/05/10 02:39:36.398, Tesla V100-SXM2-32GB, 470.57.02, 0 %, 0 %, 32510 MiB, 30118 MiB, 2392 MiB 2022/05/10 02:39:36.400, Tesla V100-SXM2-32GB, 470.57.02, 4 %, 2 %, 32510 MiB, 30190 MiB, 2320 MiB 2022/05/10 02:39:36.400, Tesla V100-SXM2-32GB, 470.57.02, 0 %, 0 %, 32510 MiB, 30138 MiB, 2372 MiB 2022/05/10 02:39:36.400, Tesla V100-SXM2-32GB, 470.57.02, 4 %, 2 %, 32510 MiB, 30190 MiB, 2320 MiB 2022/05/10 02:39:36.402, Tesla V100-SXM2-32GB, 470.57.02, 4 %, 2 %, 32510 MiB, 30190 MiB, 2320 MiB 2022/05/10 02:39:36.405, Tesla V100-SXM2-32GB, 470.57.02, 0 %, 0 %, 32510 MiB, 30130 MiB, 2380 MiB 2022/05/10 02:39:36.407, Tesla V100-SXM2-32GB, 470.57.02, 0 %, 0 %, 32510 MiB, 30138 MiB, 2372 MiB 2022/05/10 02:39:36.408, Tesla V100-SXM2-32GB, 470.57.02, 0 %, 0 %, 32510 MiB, 30138 MiB, 2372 MiB 2022/05/10 02:39:36.409, Tesla V100-SXM2-32GB, 470.57.02, 47 %, 19 %, 32510 MiB, 30198 MiB, 2312 MiB 2022/05/10 02:39:36.410, Tesla V100-SXM2-32GB, 470.57.02, 0 %, 0 %, 32510 MiB, 30214 MiB, 2296 MiB 2022/05/10 02:39:36.410, Tesla V100-SXM2-32GB, 470.57.02, 47 %, 19 %, 32510 MiB, 30198 MiB, 2312 MiB 2022/05/10 02:39:36.411, Tesla V100-SXM2-32GB, 470.57.02, 47 %, 19 %, 32510 MiB, 30198 MiB, 2312 MiB timestamp, name, driver_version, utilization.gpu [%], utilization.memory [%], memory.total [MiB], memory.free [MiB], memory.used [MiB] 2022/05/10 02:39:36.414, Tesla V100-SXM2-32GB, 470.57.02, 27 %, 11 %, 32510 MiB, 30074 MiB, 2436 MiB 2022/05/10 02:39:36.416, Tesla V100-SXM2-32GB, 470.57.02, 0 %, 0 %, 32510 MiB, 30214 MiB, 2296 MiB 2022/05/10 02:39:36.417, Tesla V100-SXM2-32GB, 470.57.02, 0 %, 0 %, 32510 MiB, 30214 MiB, 2296 MiB 2022/05/10 02:39:36.418, Tesla V100-SXM2-32GB, 470.57.02, 0 %, 0 %, 32510 MiB, 30130 MiB, 2380 MiB 2022/05/10 02:39:36.419, Tesla V100-SXM2-32GB, 470.57.02, 4 %, 2 %, 32510 MiB, 30190 MiB, 2320 MiB 2022/05/10 02:39:36.419, Tesla V100-SXM2-32GB, 470.57.02, 0 %, 0 %, 32510 MiB, 30130 MiB, 2380 MiB 2022/05/10 02:39:36.420, Tesla V100-SXM2-32GB, 470.57.02, 0 %, 0 %, 32510 MiB, 30130 MiB, 2380 MiB 2022/05/10 02:39:36.421, Tesla V100-SXM2-32GB, 470.57.02, 0 %, 0 %, 32510 MiB, 30118 MiB, 2392 MiB 2022/05/10 02:39:36.423, Tesla V100-SXM2-32GB, 470.57.02, 0 %, 0 %, 32510 MiB, 30154 MiB, 2356 MiB 2022/05/10 02:39:36.425, Tesla V100-SXM2-32GB, 470.57.02, 4 %, 2 %, 32510 MiB, 30190 MiB, 2320 MiB 2022/05/10 02:39:36.426, Tesla V100-SXM2-32GB, 470.57.02, 4 %, 2 %, 32510 MiB, 30190 MiB, 2320 MiB 2022/05/10 02:39:36.427, Tesla V100-SXM2-32GB, 470.57.02, 27 %, 11 %, 32510 MiB, 30074 MiB, 2436 MiB 2022/05/10 02:39:36.428, Tesla V100-SXM2-32GB, 470.57.02, 0 %, 0 %, 32510 MiB, 30198 MiB, 2312 MiB 2022/05/10 02:39:36.428, Tesla V100-SXM2-32GB, 470.57.02, 27 %, 11 %, 32510 MiB, 30074 MiB, 2436 MiB 2022/05/10 02:39:36.430, Tesla V100-SXM2-32GB, 470.57.02, 27 %, 11 %, 32510 MiB, 30074 MiB, 2436 MiB 2022/05/10 02:39:36.431, Tesla V100-SXM2-32GB, 470.57.02, 0 %, 0 %, 32510 MiB, 30138 MiB, 2372 MiB 2022/05/10 02:39:36.435, Tesla V100-SXM2-32GB, 470.57.02, 0 %, 0 %, 32510 MiB, 30198 MiB, 2312 MiB 2022/05/10 02:39:36.437, Tesla V100-SXM2-32GB, 470.57.02, 0 %, 0 %, 32510 MiB, 30198 MiB, 2312 MiB 2022/05/10 02:39:36.438, Tesla V100-SXM2-32GB, 470.57.02, 0 %, 0 %, 32510 MiB, 30154 MiB, 2356 MiB 2022/05/10 02:39:36.438, Tesla V100-SXM2-32GB, 470.57.02, 0 %, 0 %, 32510 MiB, 30130 MiB, 2380 MiB 2022/05/10 02:39:36.439, Tesla V100-SXM2-32GB, 470.57.02, 0 %, 0 %, 32510 MiB, 30154 MiB, 2356 MiB 2022/05/10 02:39:36.440, Tesla V100-SXM2-32GB, 470.57.02, 0 %, 0 %, 32510 MiB, 30154 MiB, 2356 MiB 2022/05/10 02:39:36.441, Tesla V100-SXM2-32GB, 470.57.02, 0 %, 0 %, 32510 MiB, 30214 MiB, 2296 MiB 2022/05/10 02:39:36.445, Tesla V100-SXM2-32GB, 470.57.02, 0 %, 0 %, 32510 MiB, 30130 MiB, 2380 MiB 2022/05/10 02:39:36.446, Tesla V100-SXM2-32GB, 470.57.02, 0 %, 0 %, 32510 MiB, 30130 MiB, 2380 MiB 2022/05/10 02:39:36.447, Tesla V100-SXM2-32GB, 470.57.02, 27 %, 11 %, 32510 MiB, 30074 MiB, 2436 MiB 2022/05/10 02:39:36.451, Tesla V100-SXM2-32GB, 470.57.02, 4 %, 2 %, 32510 MiB, 30190 MiB, 2320 MiB 2022/05/10 02:39:36.456, Tesla V100-SXM2-32GB, 470.57.02, 27 %, 11 %, 32510 MiB, 30074 MiB, 2436 MiB 2022/05/10 02:39:36.457, Tesla V100-SXM2-32GB, 470.57.02, 27 %, 11 %, 32510 MiB, 30074 MiB, 2436 MiB 2022/05/10 02:39:36.458, Tesla V100-SXM2-32GB, 470.57.02, 0 %, 0 %, 32510 MiB, 30154 MiB, 2356 MiB 2022/05/10 02:39:36.460, Tesla V100-SXM2-32GB, 470.57.02, 0 %, 0 %, 32510 MiB, 30198 MiB, 2312 MiB 2022/05/10 02:39:36.464, Tesla V100-SXM2-32GB, 470.57.02, 0 %, 0 %, 32510 MiB, 30154 MiB, 2356 MiB 2022/05/10 02:39:36.465, Tesla V100-SXM2-32GB, 470.57.02, 0 %, 0 %, 32510 MiB, 30154 MiB, 2356 MiB 2022/05/10 02:39:36.472, Tesla V100-SXM2-32GB, 470.57.02, 0 %, 0 %, 32510 MiB, 30130 MiB, 2380 MiB 2022/05/10 02:39:36.478, Tesla V100-SXM2-32GB, 470.57.02, 0 %, 0 %, 32510 MiB, 30074 MiB, 2436 MiB 2022/05/10 02:39:36.493, Tesla V100-SXM2-32GB, 470.57.02, 0 %, 0 %, 32510 MiB, 30154 MiB, 2356 MiB [rank:0] iter: 200/1100, loss: 0.4715756475925446, latency(ms): 24.4492605328559875 | 2022-05-10 02:39:38.645 [rank:0] iter: 300/1100, loss: 0.4638041555881500, latency(ms): 21.4511995017528534 | 2022-05-10 02:39:40.790 [rank:0] iter: 400/1100, loss: 0.4603476822376251, latency(ms): 21.7118387669324875 | 2022-05-10 02:39:42.961 [rank:0] iter: 500/1100, loss: 0.4577250778675079, latency(ms): 21.3007500022649765 | 2022-05-10 02:39:45.092 [rank:0] iter: 600/1100, loss: 0.4530522227287292, latency(ms): 21.2606203928589821 | 2022-05-10 02:39:47.218 [rank:0] iter: 700/1100, loss: 0.4462167024612427, latency(ms): 21.3000767678022385 | 2022-05-10 02:39:49.348 [rank:0] iter: 800/1100, loss: 0.4460079669952393, latency(ms): 21.0187060758471489 | 2022-05-10 02:39:51.449 [rank:0] iter: 900/1100, loss: 0.4464258551597595, latency(ms): 20.5106422305107117 | 2022-05-10 02:39:53.501 [rank:0] iter: 1000/1100, loss: 0.4442999958992004, latency(ms): 20.9065279364585876 | 2022-05-10 02:39:55.591 [rank:0] iter: 1100/1100, loss: 0.4476051628589630, latency(ms): 21.2568024918437004 | 2022-05-10 02:39:57.717