Running with B=128
Running with T=2 and K=2
Namespace(device='cuda:0', b=128, epochs=2, j=4, data_dir='/dataset/CIFAR100', out_dir='./logs', resume=None, amp=True, opt='adamw', momentum=0.9, lr=0.001, channels=128, class_num=100, T=2, K=2)
Files already downloaded and verified
Files already downloaded and verified
t_first_times = 75.68980009201914 ms, t_last_times = 105.40004400070757 ms
layout is set as t_first
epoch = 0, train_loss =4.2943, train_acc =0.0743, train_time = 60.4030s
epoch = 1, train_loss =4.0377, train_acc =0.1377, train_time = 15.0693s
Running with T=2 and K=4
Namespace(device='cuda:0', b=128, epochs=2, j=4, data_dir='/dataset/CIFAR100', out_dir='./logs', resume=None, amp=True, opt='adamw', momentum=0.9, lr=0.001, channels=128, class_num=100, T=2, K=4)
Files already downloaded and verified
Files already downloaded and verified
t_first_times = 83.94000406889245 ms, t_last_times = 110.0415760288015 ms
layout is set as t_first
epoch = 0, train_loss =4.2975, train_acc =0.0756, train_time = 57.4783s
epoch = 1, train_loss =4.0169, train_acc =0.1406, train_time = 16.8595s
Running with T=2 and K=8
Namespace(device='cuda:0', b=128, epochs=2, j=4, data_dir='/dataset/CIFAR100', out_dir='./logs', resume=None, amp=True, opt='adamw', momentum=0.9, lr=0.001, channels=128, class_num=100, T=2, K=8)
Files already downloaded and verified
Files already downloaded and verified
t_first_times = 89.06316812895238 ms, t_last_times = 103.1582758789882 ms
layout is set as t_first
epoch = 0, train_loss =4.3154, train_acc =0.0709, train_time = 62.8692s
epoch = 1, train_loss =4.0436, train_acc =0.1382, train_time = 17.4010s
Running with T=4 and K=2
Namespace(device='cuda:0', b=128, epochs=2, j=4, data_dir='/dataset/CIFAR100', out_dir='./logs', resume=None, amp=True, opt='adamw', momentum=0.9, lr=0.001, channels=128, class_num=100, T=4, K=2)
Files already downloaded and verified
Files already downloaded and verified
t_first_times = 115.78979208110832 ms, t_last_times = 141.36944421660155 ms
layout is set as t_first
epoch = 0, train_loss =4.2973, train_acc =0.0728, train_time = 68.5953s
epoch = 1, train_loss =4.0326, train_acc =0.1385, train_time = 25.3319s
Running with T=4 and K=4
Namespace(device='cuda:0', b=128, epochs=2, j=4, data_dir='/dataset/CIFAR100', out_dir='./logs', resume=None, amp=True, opt='adamw', momentum=0.9, lr=0.001, channels=128, class_num=100, T=4, K=4)
Files already downloaded and verified
Files already downloaded and verified
t_first_times = 108.89325597696006 ms, t_last_times = 139.41450814064592 ms
layout is set as t_first
epoch = 0, train_loss =4.3222, train_acc =0.0664, train_time = 68.7827s
epoch = 1, train_loss =4.0353, train_acc =0.1331, train_time = 24.6782s
Running with T=4 and K=8
Namespace(device='cuda:0', b=128, epochs=2, j=4, data_dir='/dataset/CIFAR100', out_dir='./logs', resume=None, amp=True, opt='adamw', momentum=0.9, lr=0.001, channels=128, class_num=100, T=4, K=8)
Files already downloaded and verified
Files already downloaded and verified
t_first_times = 133.7037439532578 ms, t_last_times = 148.96526021882892 ms
layout is set as t_first
epoch = 0, train_loss =4.3369, train_acc =0.0646, train_time = 76.8057s
epoch = 1, train_loss =4.0686, train_acc =0.1289, train_time = 29.1551s
Running with T=8 and K=2
Namespace(device='cuda:0', b=128, epochs=2, j=4, data_dir='/dataset/CIFAR100', out_dir='./logs', resume=None, amp=True, opt='adamw', momentum=0.9, lr=0.001, channels=128, class_num=100, T=8, K=2)
Files already downloaded and verified
Files already downloaded and verified
t_first_times = 248.90381985041313 ms, t_last_times = 311.0126588596031 ms
layout is set as t_first
epoch = 0, train_loss =4.3041, train_acc =0.0720, train_time = 92.0919s
epoch = 1, train_loss =4.0576, train_acc =0.1320, train_time = 45.8241s
Running with T=8 and K=4
Namespace(device='cuda:0', b=128, epochs=2, j=4, data_dir='/dataset/CIFAR100', out_dir='./logs', resume=None, amp=True, opt='adamw', momentum=0.9, lr=0.001, channels=128, class_num=100, T=8, K=4)
Files already downloaded and verified
Files already downloaded and verified
t_first_times = 249.98218733235262 ms, t_last_times = 300.2488410640508 ms
layout is set as t_first
epoch = 0, train_loss =4.3180, train_acc =0.0665, train_time = 95.2684s
epoch = 1, train_loss =4.0377, train_acc =0.1322, train_time = 45.5955s
Running with T=8 and K=8
Namespace(device='cuda:0', b=128, epochs=2, j=4, data_dir='/dataset/CIFAR100', out_dir='./logs', resume=None, amp=True, opt='adamw', momentum=0.9, lr=0.001, channels=128, class_num=100, T=8, K=8)
Files already downloaded and verified
Files already downloaded and verified
t_first_times = 293.0564312823117 ms, t_last_times = 294.65281584393233 ms
layout is set as t_first
epoch = 0, train_loss =4.3632, train_acc =0.0566, train_time = 94.6080s
epoch = 1, train_loss =4.0982, train_acc =0.1207, train_time = 46.4084s
Running with T=16 and K=2
Namespace(device='cuda:0', b=128, epochs=2, j=4, data_dir='/dataset/CIFAR100', out_dir='./logs', resume=None, amp=True, opt='adamw', momentum=0.9, lr=0.001, channels=128, class_num=100, T=16, K=2)
Files already downloaded and verified
Files already downloaded and verified
t_first_times = 623.996079812292 ms, t_last_times = 644.9054220635444 ms
layout is set as t_first
epoch = 0, train_loss =4.3138, train_acc =0.0677, train_time = 156.0182s
epoch = 1, train_loss =4.0587, train_acc =0.1337, train_time = 84.9146s
Running with T=16 and K=4
Namespace(device='cuda:0', b=128, epochs=2, j=4, data_dir='/dataset/CIFAR100', out_dir='./logs', resume=None, amp=True, opt='adamw', momentum=0.9, lr=0.001, channels=128, class_num=100, T=16, K=4)
Files already downloaded and verified
Files already downloaded and verified
t_first_times = 575.6154684880748 ms, t_last_times = 655.7561702299863 ms
layout is set as t_first
epoch = 0, train_loss =4.2839, train_acc =0.0753, train_time = 147.2944s
epoch = 1, train_loss =4.0026, train_acc =0.1418, train_time = 77.6099s
Running with T=16 and K=8
Namespace(device='cuda:0', b=128, epochs=2, j=4, data_dir='/dataset/CIFAR100', out_dir='./logs', resume=None, amp=True, opt='adamw', momentum=0.9, lr=0.001, channels=128, class_num=100, T=16, K=8)
Files already downloaded and verified
Files already downloaded and verified
t_first_times = 604.8867997894995 ms, t_last_times = 662.9605302391574 ms
layout is set as t_first
epoch = 0, train_loss =4.3636, train_acc =0.0571, train_time = 142.5512s
epoch = 1, train_loss =4.0927, train_acc =0.1222, train_time = 78.2273s
Running with T=32 and K=2
Namespace(device='cuda:0', b=128, epochs=2, j=4, data_dir='/dataset/CIFAR100', out_dir='./logs', resume=None, amp=True, opt='adamw', momentum=0.9, lr=0.001, channels=128, class_num=100, T=32, K=2)
Files already downloaded and verified
Files already downloaded and verified
t_first_times = 1339.2526250793599 ms, t_last_times = 1570.6001017345116 ms
layout is set as t_first
epoch = 0, train_loss =4.2890, train_acc =0.0760, train_time = 307.0863s
epoch = 1, train_loss =4.0632, train_acc =0.1315, train_time = 181.0693s
Running with T=32 and K=4
Namespace(device='cuda:0', b=128, epochs=2, j=4, data_dir='/dataset/CIFAR100', out_dir='./logs', resume=None, amp=True, opt='adamw', momentum=0.9, lr=0.001, channels=128, class_num=100, T=32, K=4)
Files already downloaded and verified
Files already downloaded and verified
t_first_times = 1286.7724969000556 ms, t_last_times = 1513.6126106642187 ms
layout is set as t_first
epoch = 0, train_loss =4.3012, train_acc =0.0706, train_time = 351.8119s
epoch = 1, train_loss =4.0435, train_acc =0.1314, train_time = 231.6537s
Running with T=32 and K=8
Namespace(device='cuda:0', b=128, epochs=2, j=4, data_dir='/dataset/CIFAR100', out_dir='./logs', resume=None, amp=True, opt='adamw', momentum=0.9, lr=0.001, channels=128, class_num=100, T=32, K=8)
Files already downloaded and verified
Files already downloaded and verified
t_first_times = 1398.051096092444 ms, t_last_times = 1668.6112618669868 ms
layout is set as t_first
epoch = 0, train_loss =4.3455, train_acc =0.0606, train_time = 317.2373s
epoch = 1, train_loss =4.0850, train_acc =0.1243, train_time = 193.8566s