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: 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 /usr/lib/x86_64-linux-gnu/libibverbs.so.1 loaded library: /usr/lib/x86_64-linux-gnu/libibverbs.so.1 W20220521 01:52:51.405217 5269 rpc_client.cpp:190] LoadServer 10.7.163.192 Failed at 0 times error_code 14 error_message failed to connect to all addresses W20220521 01:52:51.404320 5270 rpc_client.cpp:190] LoadServer 10.7.163.192 Failed at 0 times error_code 14 error_message failed to connect to all addresses W20220521 01:52:51.405197 5268 rpc_client.cpp:190] LoadServer 10.7.163.192 Failed at 0 times error_code 14 error_message failed to connect to all addresses ------------------------ arguments ------------------------ batches_per_epoch ............................... 625 channel_last .................................... False ddp ............................................. False exit_num ........................................ 300 fuse_bn_add_relu ................................ True fuse_bn_relu .................................... True gpu_stat_file ................................... None grad_clipping ................................... 0.0 graph ........................................... True label_smoothing ................................. 0.1 learning_rate ................................... 2.048 legacy_init ..................................... False load_path ....................................... None lr_decay_type ................................... cosine metric_local .................................... True metric_train_acc ................................ True momentum ........................................ 0.875 nccl_fusion_max_ops ............................. 24 nccl_fusion_threshold_mb ........................ 16 num_classes ..................................... 1000 num_devices_per_node ............................ 8 num_epochs ...................................... 1 num_nodes ....................................... 1 ofrecord_part_num ............................... 256 ofrecord_path ................................... /dataset/79846248 print_interval .................................. 100 print_timestamp ................................. False samples_per_epoch ............................... 1281167 save_init ....................................... False save_path ....................................... None scale_grad ...................................... True skip_eval ....................................... True synthetic_data .................................. False total_batches ................................... -1 train_batch_size ................................ 256 train_global_batch_size ......................... 2048 use_fp16 ........................................ False use_gpu_decode .................................. False val_batch_size .................................. 50 val_batches_per_epoch ........................... 125 val_global_batch_size ........................... 400 val_samples_per_epoch ........................... 50000 warmup_epochs ................................... 5 weight_decay .................................... 3.0517578125e-05 zero_init_residual .............................. True -------------------- end of arguments --------------------- ***** Model Init ***** ***** Model Init Finish, time escapled: 3.14574 s ***** [rank:0] [train], epoch: 0/1, iter: 100/625, loss: 0.86779, top1: 0.00105, throughput: 277.16 | 2022-05-21 01:54:39.061 [rank:7] [train], epoch: 0/1, iter: 100/625, loss: 0.86752, top1: 0.00109, throughput: 277.17 | 2022-05-21 01:54:39.060 [rank:6] [train], epoch: 0/1, iter: 100/625, loss: 0.86745, top1: 0.00129, throughput: 277.19 | 2022-05-21 01:54:39.060 [rank:2] [train], epoch: 0/1, iter: 100/625, loss: 0.86775, top1: 0.00113, throughput: 277.20 | 2022-05-21 01:54:39.061 [rank:5] [train], epoch: 0/1, iter: 100/625, loss: 0.86763, top1: 0.00125, throughput: 277.19 | 2022-05-21 01:54:39.062 [rank:1] [train], epoch: 0/1, iter: 100/625, loss: 0.86787, top1: 0.00117, throughput: 277.18 | 2022-05-21 01:54:39.061 [rank:4] [train], epoch: 0/1, iter: 100/625, loss: 0.86762, top1: 0.00152, throughput: 277.19 | 2022-05-21 01:54:39.063 [rank:3] [train], epoch: 0/1, iter: 100/625, loss: 0.86722, top1: 0.00148, throughput: 277.17 | 2022-05-21 01:54:39.062 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] 2022/05/21 01:54:39.390, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 61 %, 32510 MiB, 8496 MiB, 24014 MiB 2022/05/21 01:54:39.392, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 61 %, 32510 MiB, 8496 MiB, 24014 MiB 2022/05/21 01:54:39.398, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 61 %, 32510 MiB, 8496 MiB, 24014 MiB 2022/05/21 01:54:39.400, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 60 %, 32510 MiB, 8446 MiB, 24064 MiB timestamp, name, driver_version, utilization.gpu [%], utilization.memory [%], memory.total [MiB], memory.free [MiB], memory.used [MiB] 2022/05/21 01:54:39.402, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 60 %, 32510 MiB, 8446 MiB, 24064 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] 2022/05/21 01:54:39.409, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 60 %, 32510 MiB, 8446 MiB, 24064 MiB 2022/05/21 01:54:39.410, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 61 %, 32510 MiB, 8674 MiB, 23836 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] 2022/05/21 01:54:39.411, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 61 %, 32510 MiB, 8496 MiB, 24014 MiB 2022/05/21 01:54:39.412, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 61 %, 32510 MiB, 8674 MiB, 23836 MiB 2022/05/21 01:54:39.413, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 61 %, 32510 MiB, 8496 MiB, 24014 MiB 2022/05/21 01:54:39.418, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 61 %, 32510 MiB, 8674 MiB, 23836 MiB 2022/05/21 01:54:39.418, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 61 %, 32510 MiB, 8558 MiB, 23952 MiB 2022/05/21 01:54:39.417, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 61 %, 32510 MiB, 8496 MiB, 24014 MiB 2022/05/21 01:54:39.419, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 61 %, 32510 MiB, 8496 MiB, 24014 MiB 2022/05/21 01:54:39.420, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 60 %, 32510 MiB, 8446 MiB, 24064 MiB 2022/05/21 01:54:39.421, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 61 %, 32510 MiB, 8558 MiB, 23952 MiB 2022/05/21 01:54:39.420, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 61 %, 32510 MiB, 8496 MiB, 24014 MiB 2022/05/21 01:54:39.423, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 60 %, 32510 MiB, 8446 MiB, 24064 MiB 2022/05/21 01:54:39.427, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 61 %, 32510 MiB, 8558 MiB, 23952 MiB 2022/05/21 01:54:39.428, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 61 %, 32510 MiB, 8622 MiB, 23888 MiB 2022/05/21 01:54:39.428, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 60 %, 32510 MiB, 8446 MiB, 24064 MiB 2022/05/21 01:54:39.430, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 60 %, 32510 MiB, 8446 MiB, 24064 MiB 2022/05/21 01:54:39.430, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 61 %, 32510 MiB, 8674 MiB, 23836 MiB 2022/05/21 01:54:39.431, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 61 %, 32510 MiB, 8622 MiB, 23888 MiB 2022/05/21 01:54:39.431, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 60 %, 32510 MiB, 8446 MiB, 24064 MiB 2022/05/21 01:54:39.433, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 61 %, 32510 MiB, 8674 MiB, 23836 MiB 2022/05/21 01:54:39.438, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 61 %, 32510 MiB, 8622 MiB, 23888 MiB 2022/05/21 01:54:39.438, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 63 %, 32510 MiB, 8394 MiB, 24116 MiB 2022/05/21 01:54:39.439, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 61 %, 32510 MiB, 8674 MiB, 23836 MiB 2022/05/21 01:54:39.440, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 61 %, 32510 MiB, 8674 MiB, 23836 MiB 2022/05/21 01:54:39.441, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 61 %, 32510 MiB, 8558 MiB, 23952 MiB 2022/05/21 01:54:39.441, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 63 %, 32510 MiB, 8394 MiB, 24116 MiB 2022/05/21 01:54:39.441, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 61 %, 32510 MiB, 8674 MiB, 23836 MiB 2022/05/21 01:54:39.443, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 61 %, 32510 MiB, 8558 MiB, 23952 MiB 2022/05/21 01:54:39.449, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 63 %, 32510 MiB, 8394 MiB, 24116 MiB 2022/05/21 01:54:39.449, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 60 %, 32510 MiB, 8320 MiB, 24190 MiB 2022/05/21 01:54:39.450, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 61 %, 32510 MiB, 8558 MiB, 23952 MiB 2022/05/21 01:54:39.451, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 61 %, 32510 MiB, 8558 MiB, 23952 MiB 2022/05/21 01:54:39.452, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 61 %, 32510 MiB, 8622 MiB, 23888 MiB 2022/05/21 01:54:39.452, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 60 %, 32510 MiB, 8320 MiB, 24190 MiB 2022/05/21 01:54:39.453, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 61 %, 32510 MiB, 8558 MiB, 23952 MiB 2022/05/21 01:54:39.455, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 61 %, 32510 MiB, 8622 MiB, 23888 MiB 2022/05/21 01:54:39.460, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 60 %, 32510 MiB, 8320 MiB, 24190 MiB 2022/05/21 01:54:39.460, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 62 %, 32510 MiB, 8470 MiB, 24040 MiB 2022/05/21 01:54:39.461, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 61 %, 32510 MiB, 8622 MiB, 23888 MiB 2022/05/21 01:54:39.462, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 61 %, 32510 MiB, 8622 MiB, 23888 MiB 2022/05/21 01:54:39.463, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 63 %, 32510 MiB, 8394 MiB, 24116 MiB 2022/05/21 01:54:39.463, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 62 %, 32510 MiB, 8470 MiB, 24040 MiB 2022/05/21 01:54:39.464, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 61 %, 32510 MiB, 8622 MiB, 23888 MiB 2022/05/21 01:54:39.466, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 63 %, 32510 MiB, 8394 MiB, 24116 MiB 2022/05/21 01:54:39.470, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 62 %, 32510 MiB, 8470 MiB, 24040 MiB 2022/05/21 01:54:39.471, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 63 %, 32510 MiB, 8394 MiB, 24116 MiB 2022/05/21 01:54:39.473, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 63 %, 32510 MiB, 8394 MiB, 24116 MiB 2022/05/21 01:54:39.473, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 64 %, 32510 MiB, 8320 MiB, 24190 MiB 2022/05/21 01:54:39.474, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 63 %, 32510 MiB, 8394 MiB, 24116 MiB 2022/05/21 01:54:39.476, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 64 %, 32510 MiB, 8320 MiB, 24190 MiB 2022/05/21 01:54:39.481, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 64 %, 32510 MiB, 8320 MiB, 24190 MiB 2022/05/21 01:54:39.482, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 64 %, 32510 MiB, 8320 MiB, 24190 MiB 2022/05/21 01:54:39.483, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 62 %, 32510 MiB, 8470 MiB, 24040 MiB 2022/05/21 01:54:39.484, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 64 %, 32510 MiB, 8320 MiB, 24190 MiB 2022/05/21 01:54:39.485, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 62 %, 32510 MiB, 8470 MiB, 24040 MiB 2022/05/21 01:54:39.496, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 62 %, 32510 MiB, 8470 MiB, 24040 MiB 2022/05/21 01:54:39.497, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 62 %, 32510 MiB, 8470 MiB, 24040 MiB 2022/05/21 01:54:39.498, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 62 %, 32510 MiB, 8470 MiB, 24040 MiB [rank:5] [train], epoch: 0/1, iter: 200/625, loss: 0.86767, top1: 0.00141, throughput: 380.25 | 2022-05-21 01:55:46.386 [rank:6] [train], epoch: 0/1, iter: 200/625, loss: 0.86769, top1: 0.00102, throughput: 380.24 | 2022-05-21 01:55:46.387 [rank:2] [train], epoch: 0/1, iter: 200/625, loss: 0.86781, top1: 0.00105, throughput: 380.24 | 2022-05-21 01:55:46.386 [rank:0] [train], epoch: 0/1, iter: 200/625, loss: 0.86722, top1: 0.00137, throughput: 380.23 | 2022-05-21 01:55:46.388 [rank:7] [train], epoch: 0/1, iter: 200/625, loss: 0.86772, top1: 0.00129, throughput: 380.23 | 2022-05-21 01:55:46.388 [rank:1] [train], epoch: 0/1, iter: 200/625, loss: 0.86771, top1: 0.00082, throughput: 380.24 | 2022-05-21 01:55:46.388 [rank:4] [train], epoch: 0/1, iter: 200/625, loss: 0.86746, top1: 0.00164, throughput: 380.24 | 2022-05-21 01:55:46.390 [rank:3] [train], epoch: 0/1, iter: 200/625, loss: 0.86795, top1: 0.00129, throughput: 380.24 | 2022-05-21 01:55:46.388 [rank:5] [train], epoch: 0/1, iter: 300/625, loss: 0.86759, top1: 0.00121, throughput: 379.36 | 2022-05-21 01:56:53.869 [rank:3] [train], epoch: 0/1, iter: 300/625, loss: 0.86781, top1: 0.00113, throughput: 379.36 | 2022-05-21 01:56:53.871 [rank:6] [train], epoch: 0/1, iter: 300/625, loss: 0.86750, top1: 0.00176, throughput: 379.35 | 2022-05-21 01:56:53.870 [rank:0] [train], epoch: 0/1, iter: 300/625, loss: 0.86765, top1: 0.00141, throughput: 379.36 | 2022-05-21 01:56:53.870 [rank:7] [train], epoch: 0/1, iter: 300/625, loss: 0.86779, top1: 0.00125, throughput: 379.35 | 2022-05-21 01:56:53.871 [rank:2] [train], epoch: 0/1, iter: 300/625, loss: 0.86767, top1: 0.00102, throughput: 379.35 | 2022-05-21 01:56:53.870 [rank:1] [train], epoch: 0/1, iter: 300/625, loss: 0.86763, top1: 0.00113, throughput: 379.36 | 2022-05-21 01:56:53.871 [rank:4] [train], epoch: 0/1, iter: 300/625, loss: 0.86773, top1: 0.00137, throughput: 379.33 | 2022-05-21 01:56:53.878