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.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 loaded library: /usr/lib/x86_64-linux-gnu/libibverbs.so.1 loaded library: /usr/lib/x86_64-linux-gnu/libibverbs.so.1 W20220508 02:08:21.047787 5269 rpc_client.cpp:190] LoadServer 10.7.72.73 Failed at 0 times error_code 14 error_message failed to connect to all addresses W20220508 02:08:21.048058 5267 rpc_client.cpp:190] LoadServer 10.7.72.73 Failed at 0 times error_code 14 error_message failed to connect to all addresses W20220508 02:08:21.046957 5268 rpc_client.cpp:190] LoadServer 10.7.72.73 Failed at 0 times error_code 14 error_message failed to connect to all addresses W20220508 02:08:21.048799 5271 rpc_client.cpp:190] LoadServer 10.7.72.73 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: 3.13543 s ***** [rank:2] [train], epoch: 0/1, iter: 100/625, loss: 0.86774, top1: 0.00090, throughput: 277.63 | 2022-05-08 02:10:08.642 [rank:3] [train], epoch: 0/1, iter: 100/625, loss: 0.86769, top1: 0.00086, throughput: 277.61 | 2022-05-08 02:10:08.642 [rank:4] [train], epoch: 0/1, iter: 100/625, loss: 0.86750, top1: 0.00113, throughput: 277.61 | 2022-05-08 02:10:08.643 [rank:5] [train], epoch: 0/1, iter: 100/625, loss: 0.86775, top1: 0.00098, throughput: 277.60 | 2022-05-08 02:10:08.643 [rank:1] [train], epoch: 0/1, iter: 100/625, loss: 0.86783, top1: 0.00102, throughput: 277.61 | 2022-05-08 02:10:08.643 [rank:0] [train], epoch: 0/1, iter: 100/625, loss: 0.86770, top1: 0.00102, throughput: 277.61 | 2022-05-08 02:10:08.646 [rank:7] [train], epoch: 0/1, iter: 100/625, loss: 0.86754, top1: 0.00086, throughput: 277.61 | 2022-05-08 02:10:08.643 [rank:6] [train], epoch: 0/1, iter: 100/625, loss: 0.86718, top1: 0.00137, throughput: 277.60 | 2022-05-08 02:10:08.645 timestamp, name, driver_version, utilization.gpu [%], utilization.memory [%], memory.total [MiB], memory.free [MiB], memory.used [MiB] 2022/05/08 02:10:08.929, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 60 %, 32510 MiB, 8464 MiB, 24046 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] 2022/05/08 02:10:08.936, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 62 %, 32510 MiB, 8430 MiB, 24080 MiB 2022/05/08 02:10:08.936, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 60 %, 32510 MiB, 8464 MiB, 24046 MiB timestamp, name, driver_version, utilization.gpu [%], utilization.memory [%], memory.total [MiB], memory.free [MiB], memory.used [MiB] 2022/05/08 02:10:08.938, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 60 %, 32510 MiB, 8464 MiB, 24046 MiB 2022/05/08 02:10:08.943, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 60 %, 32510 MiB, 8464 MiB, 24046 MiB timestamp, name, driver_version, utilization.gpu [%], utilization.memory [%], memory.total [MiB], memory.free [MiB], memory.used [MiB] 2022/05/08 02:10:08.946, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 62 %, 32510 MiB, 8598 MiB, 23912 MiB timestamp, name, driver_version, utilization.gpu [%], utilization.memory [%], memory.total [MiB], memory.free [MiB], memory.used [MiB] 2022/05/08 02:10:08.948, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 62 %, 32510 MiB, 8430 MiB, 24080 MiB timestamp, name, driver_version, utilization.gpu [%], utilization.memory [%], memory.total [MiB], memory.free [MiB], memory.used [MiB] 2022/05/08 02:10:08.949, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 60 %, 32510 MiB, 8464 MiB, 24046 MiB 2022/05/08 02:10:08.951, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 62 %, 32510 MiB, 8430 MiB, 24080 MiB 2022/05/08 02:10:08.951, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 62 %, 32510 MiB, 8430 MiB, 24080 MiB 2022/05/08 02:10:08.954, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 60 %, 32510 MiB, 8554 MiB, 23956 MiB 2022/05/08 02:10:08.953, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 62 %, 32510 MiB, 8464 MiB, 24046 MiB 2022/05/08 02:10:08.959, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 62 %, 32510 MiB, 8598 MiB, 23912 MiB 2022/05/08 02:10:08.958, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 62 %, 32510 MiB, 8464 MiB, 24046 MiB 2022/05/08 02:10:08.959, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 62 %, 32510 MiB, 8464 MiB, 24046 MiB 2022/05/08 02:10:08.966, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 62 %, 32510 MiB, 8430 MiB, 24080 MiB 2022/05/08 02:10:08.966, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 62 %, 32510 MiB, 8598 MiB, 23912 MiB 2022/05/08 02:10:08.967, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 62 %, 32510 MiB, 8598 MiB, 23912 MiB 2022/05/08 02:10:08.971, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 58 %, 32510 MiB, 8566 MiB, 23944 MiB 2022/05/08 02:10:08.971, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 62 %, 32510 MiB, 8430 MiB, 24080 MiB 2022/05/08 02:10:08.972, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 62 %, 32510 MiB, 8554 MiB, 23956 MiB 2022/05/08 02:10:08.973, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 62 %, 32510 MiB, 8430 MiB, 24080 MiB 2022/05/08 02:10:08.974, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 62 %, 32510 MiB, 8430 MiB, 24080 MiB 2022/05/08 02:10:08.976, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 62 %, 32510 MiB, 8598 MiB, 23912 MiB 2022/05/08 02:10:08.976, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 62 %, 32510 MiB, 8554 MiB, 23956 MiB 2022/05/08 02:10:08.977, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 62 %, 32510 MiB, 8554 MiB, 23956 MiB 2022/05/08 02:10:08.980, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 61 %, 32510 MiB, 8454 MiB, 24056 MiB 2022/05/08 02:10:08.981, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 62 %, 32510 MiB, 8598 MiB, 23912 MiB 2022/05/08 02:10:08.982, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 58 %, 32510 MiB, 8566 MiB, 23944 MiB 2022/05/08 02:10:08.983, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 62 %, 32510 MiB, 8598 MiB, 23912 MiB 2022/05/08 02:10:08.984, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 62 %, 32510 MiB, 8598 MiB, 23912 MiB 2022/05/08 02:10:08.985, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 62 %, 32510 MiB, 8554 MiB, 23956 MiB 2022/05/08 02:10:08.986, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 58 %, 32510 MiB, 8566 MiB, 23944 MiB 2022/05/08 02:10:08.987, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 58 %, 32510 MiB, 8566 MiB, 23944 MiB 2022/05/08 02:10:08.990, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 63 %, 32510 MiB, 8398 MiB, 24112 MiB 2022/05/08 02:10:08.991, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 62 %, 32510 MiB, 8554 MiB, 23956 MiB 2022/05/08 02:10:08.992, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 61 %, 32510 MiB, 8454 MiB, 24056 MiB 2022/05/08 02:10:08.993, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 62 %, 32510 MiB, 8554 MiB, 23956 MiB 2022/05/08 02:10:08.993, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 62 %, 32510 MiB, 8554 MiB, 23956 MiB 2022/05/08 02:10:08.995, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 66 %, 32510 MiB, 8566 MiB, 23944 MiB 2022/05/08 02:10:08.996, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 61 %, 32510 MiB, 8454 MiB, 24056 MiB 2022/05/08 02:10:08.997, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 61 %, 32510 MiB, 8454 MiB, 24056 MiB 2022/05/08 02:10:09.000, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 62 %, 32510 MiB, 8554 MiB, 23956 MiB 2022/05/08 02:10:09.001, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 66 %, 32510 MiB, 8566 MiB, 23944 MiB 2022/05/08 02:10:09.002, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 63 %, 32510 MiB, 8398 MiB, 24112 MiB 2022/05/08 02:10:09.002, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 66 %, 32510 MiB, 8566 MiB, 23944 MiB 2022/05/08 02:10:09.008, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 66 %, 32510 MiB, 8566 MiB, 23944 MiB 2022/05/08 02:10:09.010, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 61 %, 32510 MiB, 8454 MiB, 24056 MiB 2022/05/08 02:10:09.011, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 63 %, 32510 MiB, 8398 MiB, 24112 MiB 2022/05/08 02:10:09.012, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 63 %, 32510 MiB, 8398 MiB, 24112 MiB 2022/05/08 02:10:09.016, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 61 %, 32510 MiB, 8454 MiB, 24056 MiB 2022/05/08 02:10:09.017, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 62 %, 32510 MiB, 8554 MiB, 23956 MiB 2022/05/08 02:10:09.018, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 61 %, 32510 MiB, 8454 MiB, 24056 MiB 2022/05/08 02:10:09.019, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 61 %, 32510 MiB, 8454 MiB, 24056 MiB 2022/05/08 02:10:09.020, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 63 %, 32510 MiB, 8398 MiB, 24112 MiB 2022/05/08 02:10:09.021, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 62 %, 32510 MiB, 8554 MiB, 23956 MiB 2022/05/08 02:10:09.022, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 62 %, 32510 MiB, 8554 MiB, 23956 MiB 2022/05/08 02:10:09.025, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 63 %, 32510 MiB, 8398 MiB, 24112 MiB 2022/05/08 02:10:09.027, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 63 %, 32510 MiB, 8398 MiB, 24112 MiB 2022/05/08 02:10:09.028, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 63 %, 32510 MiB, 8398 MiB, 24112 MiB 2022/05/08 02:10:09.029, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 62 %, 32510 MiB, 8554 MiB, 23956 MiB 2022/05/08 02:10:09.034, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 62 %, 32510 MiB, 8554 MiB, 23956 MiB 2022/05/08 02:10:09.036, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 62 %, 32510 MiB, 8554 MiB, 23956 MiB 2022/05/08 02:10:09.037, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 62 %, 32510 MiB, 8554 MiB, 23956 MiB [rank:0] [train], epoch: 0/1, iter: 200/625, loss: 0.86759, top1: 0.00102, throughput: 381.21 | 2022-05-08 02:11:15.800 [rank:2] [train], epoch: 0/1, iter: 200/625, loss: 0.86786, top1: 0.00121, throughput: 381.19 | 2022-05-08 02:11:15.800 [rank:7] [train], epoch: 0/1, iter: 200/625, loss: 0.86759, top1: 0.00109, throughput: 381.19 | 2022-05-08 02:11:15.801 [rank:6] [train], epoch: 0/1, iter: 200/625, loss: 0.86792, top1: 0.00070, throughput: 381.20 | 2022-05-08 02:11:15.802 [rank:1] [train], epoch: 0/1, iter: 200/625, loss: 0.86754, top1: 0.00109, throughput: 381.19 | 2022-05-08 02:11:15.801 [rank:5] [train], epoch: 0/1, iter: 200/625, loss: 0.86776, top1: 0.00059, throughput: 381.19 | 2022-05-08 02:11:15.801[rank:3] [train], epoch: 0/1, iter: 200/625, loss: 0.86758, top1: 0.00113, throughput: 381.18 | 2022-05-08 02:11:15.801 [rank:4] [train], epoch: 0/1, iter: 200/625, loss: 0.86752, top1: 0.00105, throughput: 381.18 | 2022-05-08 02:11:15.803 [rank:4] [train], epoch: 0/1, iter: 300/625, loss: 0.86793, top1: 0.00141, throughput: 380.40 | 2022-05-08 02:12:23.101 [rank:2] [train], epoch: 0/1, iter: 300/625, loss: 0.86744, top1: 0.00102, throughput: 380.40 | 2022-05-08 02:12:23.098 [rank:3] [train], epoch: 0/1, iter: 300/625, loss: 0.86778, top1: 0.00113, throughput: 380.34 | 2022-05-08 02:12:23.109 [rank:7] [train], epoch: 0/1, iter: 300/625, loss: 0.86763, top1: 0.00094, throughput: 380.35 | 2022-05-08 02:12:23.108 [rank:1] [train], epoch: 0/1, iter: 300/625, loss: 0.86761, top1: 0.00094, throughput: 380.35 | 2022-05-08 02:12:23.108 [rank:0] [train], epoch: 0/1, iter: 300/625, loss: 0.86745, top1: 0.00070, throughput: 380.34 | 2022-05-08 02:12:23.109 [rank:6] [train], epoch: 0/1, iter: 300/625, loss: 0.86736, top1: 0.00113, throughput: 380.35 | 2022-05-08 02:12:23.108 [rank:5] [train], epoch: 0/1, iter: 300/625, loss: 0.86796, top1: 0.00090, throughput: 380.35 | 2022-05-08 02:12:23.109