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: /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: loaded library: /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 W20220510 02:11:35.081166 5269 rpc_client.cpp:190] LoadServer 10.7.63.128 Failed at 0 times error_code 14 error_message failed to connect to all addresses W20220510 02:11:35.081223 5271 rpc_client.cpp:190] LoadServer 10.7.63.128 Failed at 0 times error_code 14 error_message failed to connect to all addresses W20220510 02:11:35.080673 5270 rpc_client.cpp:190] LoadServer 10.7.63.128 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: 3.00315 s ***** [rank:2] [train], epoch: 0/1, iter: 100/625, loss: 0.86724, top1: 0.00086, throughput: 274.34 | 2022-05-10 02:13:23.485 [rank:0] [train], epoch: 0/1, iter: 100/625, loss: 0.86720, top1: 0.00074, throughput: 274.33 | 2022-05-10 02:13:23.488 [rank:1] [train], epoch: 0/1, iter: 100/625, loss: 0.86713, top1: 0.00129, throughput: 274.33 | 2022-05-10 02:13:23.486 [rank:4] [train], epoch: 0/1, iter: 100/625, loss: 0.86712, top1: 0.00078, throughput: 274.33 | 2022-05-10 02:13:23.489 [rank:5] [train], epoch: 0/1, iter: 100/625, loss: 0.86725, top1: 0.00102, throughput: 274.34[rank:7] [train], epoch: 0/1, iter: 100/625, loss: 0.86734, top1: 0.00090, throughput: 274.31 | 2022-05-10 02:13:23.487 | 2022-05-10 02:13:23.487 [rank:3] [train], epoch: 0/1, iter: 100/625, loss: 0.86774, top1: 0.00074, throughput: 274.32 | 2022-05-10 02:13:23.486 [rank:6] [train], epoch: 0/1, iter: 100/625, loss: 0.86727, top1: 0.00059, throughput: 274.31 | 2022-05-10 02:13:23.486 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 02:13:23.820, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 61 %, 32510 MiB, 8470 MiB, 24040 MiB 2022/05/10 02:13:23.823, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 61 %, 32510 MiB, 8470 MiB, 24040 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] timestamp, name, driver_version, utilization.gpu [%], utilization.memory [%], memory.total [MiB], memory.free [MiB], memory.used [MiB] 2022/05/10 02:13:23.829, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 58 %, 32510 MiB, 8510 MiB, 24000 MiB 2022/05/10 02:13:23.833, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 58 %, 32510 MiB, 8510 MiB, 24000 MiB 2022/05/10 02:13:23.834, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 61 %, 32510 MiB, 8470 MiB, 24040 MiB timestamp, name, driver_version, utilization.gpu [%], utilization.memory [%], memory.total [MiB], memory.free [MiB], memory.used [MiB] 2022/05/10 02:13:23.834, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 61 %, 32510 MiB, 8470 MiB, 24040 MiB timestamp, name, driver_version, utilization.gpu [%], utilization.memory [%], memory.total [MiB], memory.free [MiB], memory.used [MiB] 2022/05/10 02:13:23.835, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 61 %, 32510 MiB, 8470 MiB, 24040 MiB 2022/05/10 02:13:23.836, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 61 %, 32510 MiB, 8470 MiB, 24040 MiB 2022/05/10 02:13:23.838, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 66 %, 32510 MiB, 8614 MiB, 23896 MiB 2022/05/10 02:13:23.840, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 66 %, 32510 MiB, 8614 MiB, 23896 MiB 2022/05/10 02:13:23.841, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 67 %, 32510 MiB, 8510 MiB, 24000 MiB 2022/05/10 02:13:23.842, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 61 %, 32510 MiB, 8470 MiB, 24040 MiB 2022/05/10 02:13:23.843, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 67 %, 32510 MiB, 8510 MiB, 24000 MiB 2022/05/10 02:13:23.844, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 67 %, 32510 MiB, 8510 MiB, 24000 MiB 2022/05/10 02:13:23.843, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 61 %, 32510 MiB, 8470 MiB, 24040 MiB 2022/05/10 02:13:23.849, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 67 %, 32510 MiB, 8510 MiB, 24000 MiB 2022/05/10 02:13:23.853, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 62 %, 32510 MiB, 8556 MiB, 23954 MiB 2022/05/10 02:13:23.855, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 62 %, 32510 MiB, 8556 MiB, 23954 MiB 2022/05/10 02:13:23.857, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 66 %, 32510 MiB, 8614 MiB, 23896 MiB 2022/05/10 02:13:23.858, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 67 %, 32510 MiB, 8510 MiB, 24000 MiB 2022/05/10 02:13:23.859, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 66 %, 32510 MiB, 8614 MiB, 23896 MiB 2022/05/10 02:13:23.860, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 66 %, 32510 MiB, 8614 MiB, 23896 MiB 2022/05/10 02:13:23.860, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 67 %, 32510 MiB, 8510 MiB, 24000 MiB 2022/05/10 02:13:23.861, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 66 %, 32510 MiB, 8614 MiB, 23896 MiB 2022/05/10 02:13:23.862, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 66 %, 32510 MiB, 8634 MiB, 23876 MiB 2022/05/10 02:13:23.865, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 66 %, 32510 MiB, 8634 MiB, 23876 MiB 2022/05/10 02:13:23.866, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 62 %, 32510 MiB, 8556 MiB, 23954 MiB 2022/05/10 02:13:23.868, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 66 %, 32510 MiB, 8614 MiB, 23896 MiB 2022/05/10 02:13:23.868, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 62 %, 32510 MiB, 8556 MiB, 23954 MiB 2022/05/10 02:13:23.869, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 62 %, 32510 MiB, 8556 MiB, 23954 MiB 2022/05/10 02:13:23.869, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 66 %, 32510 MiB, 8614 MiB, 23896 MiB 2022/05/10 02:13:23.870, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 62 %, 32510 MiB, 8556 MiB, 23954 MiB 2022/05/10 02:13:23.874, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 58 %, 32510 MiB, 8472 MiB, 24038 MiB 2022/05/10 02:13:23.876, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 65 %, 32510 MiB, 8472 MiB, 24038 MiB 2022/05/10 02:13:23.878, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 66 %, 32510 MiB, 8634 MiB, 23876 MiB 2022/05/10 02:13:23.879, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 62 %, 32510 MiB, 8556 MiB, 23954 MiB 2022/05/10 02:13:23.879, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 66 %, 32510 MiB, 8634 MiB, 23876 MiB 2022/05/10 02:13:23.881, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 66 %, 32510 MiB, 8634 MiB, 23876 MiB 2022/05/10 02:13:23.881, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 62 %, 32510 MiB, 8556 MiB, 23954 MiB 2022/05/10 02:13:23.881, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 66 %, 32510 MiB, 8634 MiB, 23876 MiB 2022/05/10 02:13:23.883, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 59 %, 32510 MiB, 8352 MiB, 24158 MiB 2022/05/10 02:13:23.885, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 59 %, 32510 MiB, 8352 MiB, 24158 MiB 2022/05/10 02:13:23.887, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 65 %, 32510 MiB, 8472 MiB, 24038 MiB 2022/05/10 02:13:23.888, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 66 %, 32510 MiB, 8634 MiB, 23876 MiB 2022/05/10 02:13:23.888, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 65 %, 32510 MiB, 8472 MiB, 24038 MiB 2022/05/10 02:13:23.890, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 65 %, 32510 MiB, 8472 MiB, 24038 MiB 2022/05/10 02:13:23.890, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 66 %, 32510 MiB, 8634 MiB, 23876 MiB 2022/05/10 02:13:23.890, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 65 %, 32510 MiB, 8472 MiB, 24038 MiB 2022/05/10 02:13:23.892, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 65 %, 32510 MiB, 8484 MiB, 24026 MiB 2022/05/10 02:13:23.894, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 65 %, 32510 MiB, 8484 MiB, 24026 MiB 2022/05/10 02:13:23.896, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 64 %, 32510 MiB, 8352 MiB, 24158 MiB 2022/05/10 02:13:23.897, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 65 %, 32510 MiB, 8472 MiB, 24038 MiB 2022/05/10 02:13:23.898, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 64 %, 32510 MiB, 8352 MiB, 24158 MiB 2022/05/10 02:13:23.899, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 64 %, 32510 MiB, 8352 MiB, 24158 MiB 2022/05/10 02:13:23.899, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 65 %, 32510 MiB, 8472 MiB, 24038 MiB 2022/05/10 02:13:23.900, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 64 %, 32510 MiB, 8352 MiB, 24158 MiB 2022/05/10 02:13:23.905, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 65 %, 32510 MiB, 8484 MiB, 24026 MiB 2022/05/10 02:13:23.907, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 64 %, 32510 MiB, 8352 MiB, 24158 MiB 2022/05/10 02:13:23.908, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 65 %, 32510 MiB, 8484 MiB, 24026 MiB 2022/05/10 02:13:23.909, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 65 %, 32510 MiB, 8484 MiB, 24026 MiB 2022/05/10 02:13:23.909, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 64 %, 32510 MiB, 8352 MiB, 24158 MiB 2022/05/10 02:13:23.910, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 65 %, 32510 MiB, 8484 MiB, 24026 MiB 2022/05/10 02:13:23.916, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 65 %, 32510 MiB, 8484 MiB, 24026 MiB 2022/05/10 02:13:23.918, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 65 %, 32510 MiB, 8484 MiB, 24026 MiB [rank:7] [train], epoch: 0/1, iter: 200/625, loss: 0.86707, top1: 0.00094, throughput: 380.72 | 2022-05-10 02:14:30.727 [rank:2] [train], epoch: 0/1, iter: 200/625, loss: 0.86753, top1: 0.00070, throughput: 380.71 | 2022-05-10 02:14:30.727 [rank:6] [train], epoch: 0/1, iter: 200/625, loss: 0.86721, top1: 0.00090, throughput: 380.72 | 2022-05-10 02:14:30.727 [rank:3] [train], epoch: 0/1, iter: 200/625, loss: 0.86755, top1: 0.00070, throughput: 380.71 | 2022-05-10 02:14:30.728 [rank:4] [train], epoch: 0/1, iter: 200/625, loss: 0.86737, top1: 0.00090, throughput: 380.72 | 2022-05-10 02:14:30.730 [rank:0] [train], epoch: 0/1, iter: 200/625, loss: 0.86729, top1: 0.00109, throughput: 380.73 | 2022-05-10 02:14:30.727 [rank:5] [train], epoch: 0/1, iter: 200/625, loss: 0.86723, top1: 0.00062, throughput: 380.72 | 2022-05-10 02:14:30.728 [rank:1] [train], epoch: 0/1, iter: 200/625, loss: 0.86759, top1: 0.00086, throughput: 380.71 | 2022-05-10 02:14:30.728 [rank:7] [train], epoch: 0/1, iter: 300/625, loss: 0.86715, top1: 0.00113, throughput: 379.64 | 2022-05-10 02:15:38.160 [rank:2] [train], epoch: 0/1, iter: 300/625, loss: 0.86756, top1: 0.00070, throughput: 379.59 | 2022-05-10 02:15:38.168 [rank:4] [train], epoch: 0/1, iter: 300/625, loss: 0.86760, top1: 0.00078, throughput: 379.59 | 2022-05-10 02:15:38.170 [rank:5] [train], epoch: 0/1, iter: 300/625, loss: 0.86757, top1: 0.00078, throughput: 379.60 | 2022-05-10 02:15:38.168 [rank:6] [train], epoch: 0/1, iter: 300/625, loss: 0.86758, top1: 0.00082, throughput: 379.59 | 2022-05-10 02:15:38.169 [rank:0] [train], epoch: 0/1, iter: 300/625, loss: 0.86729, top1: 0.00082, throughput: 379.59 | 2022-05-10 02:15:38.169 [rank:3] [train], epoch: 0/1, iter: 300/625, loss: 0.86729, top1: 0.00059, throughput: 379.59 | 2022-05-10 02:15:38.169 [rank:1] [train], epoch: 0/1, iter: 300/625, loss: 0.86696, top1: 0.00098, throughput: 379.59 | 2022-05-10 02:15:38.169