I0217 20:25:59.562255 20380 data_reader.cpp:320] Restarting data pre-fetching
I0217 20:26:01.214601 20318 solver.cpp:749] class AP 1: 0.486915
I0217 20:26:01.214880 20318 solver.cpp:749] class AP 2: 0.229514
I0217 20:26:01.226927 20318 solver.cpp:749] class AP 3: 0.499195
I0217 20:26:01.226936 20318 solver.cpp:755] Test net output mAP #0: detection_eval = 0.405208
I0217 20:26:01.226979 20318 solver.cpp:284] Tests completed in 60.0319s
I0217 20:26:01.556797 20318 solver.cpp:354] Iteration 44000 (1.66578 iter/s, 60.0319s/100 iter), 152.8/416.6ep, loss = 4.6246
I0217 20:26:01.556849 20318 solver.cpp:378]     Train net output #0: mbox_loss = 5.56111 (* 1 = 5.56111 loss)
I0217 20:26:01.556854 20318 sgd_solver.cpp:172] Iteration 44000, lr = 0.00016089, m = 0.9, wd = 1e-05, gs = 1
I0217 20:26:01.557893 20318 solver.cpp:391] Sparsity after update:
I0217 20:26:01.558786 20318 net.cpp:2769] Num Params(25), Sparsity (zero_weights/count): 
I0217 20:26:01.558794 20318 net.cpp:2780] conv1a_param_0(0.306) 
I0217 20:26:01.558797 20318 net.cpp:2780] conv1b_param_0(0.691) 
I0217 20:26:01.558799 20318 net.cpp:2780] ctx_output1/relu_mbox_conf_param_0(0) 
I0217 20:26:01.558800 20318 net.cpp:2780] ctx_output1/relu_mbox_loc_param_0(0) 
I0217 20:26:01.558802 20318 net.cpp:2780] ctx_output1_param_0(0) 
I0217 20:26:01.558804 20318 net.cpp:2780] ctx_output2/relu_mbox_conf_param_0(0) 
I0217 20:26:01.558805 20318 net.cpp:2780] ctx_output2/relu_mbox_loc_param_0(0) 
I0217 20:26:01.558807 20318 net.cpp:2780] ctx_output2_param_0(0) 
I0217 20:26:01.558809 20318 net.cpp:2780] ctx_output3/relu_mbox_conf_param_0(0) 
I0217 20:26:01.558810 20318 net.cpp:2780] ctx_output3/relu_mbox_loc_param_0(0) 
I0217 20:26:01.558811 20318 net.cpp:2780] ctx_output3_param_0(0) 
I0217 20:26:01.558813 20318 net.cpp:2780] ctx_output4/relu_mbox_conf_param_0(0) 
I0217 20:26:01.558815 20318 net.cpp:2780] ctx_output4/relu_mbox_loc_param_0(0) 
I0217 20:26:01.558816 20318 net.cpp:2780] ctx_output4_param_0(0) 
I0217 20:26:01.558818 20318 net.cpp:2780] ctx_output5/relu_mbox_conf_param_0(0) 
I0217 20:26:01.558820 20318 net.cpp:2780] ctx_output5/relu_mbox_loc_param_0(0) 
I0217 20:26:01.558821 20318 net.cpp:2780] ctx_output5_param_0(0) 
I0217 20:26:01.558822 20318 net.cpp:2780] res2a_branch2a_param_0(0.744) 
I0217 20:26:01.558825 20318 net.cpp:2780] res2a_branch2b_param_0(0.596) 
I0217 20:26:01.558825 20318 net.cpp:2780] res3a_branch2a_param_0(0.725) 
I0217 20:26:01.558827 20318 net.cpp:2780] res3a_branch2b_param_0(0.654) 
I0217 20:26:01.558830 20318 net.cpp:2780] res4a_branch2a_param_0(0.703) 
I0217 20:26:01.558830 20318 net.cpp:2780] res4a_branch2b_param_0(0.672) 
I0217 20:26:01.558832 20318 net.cpp:2780] res5a_branch2a_param_0(0.767) 
I0217 20:26:01.558833 20318 net.cpp:2780] res5a_branch2b_param_0(0.799) 
I0217 20:26:01.558835 20318 net.cpp:2784] Total Sparsity (zero_weights/count) =  (1.78187e+06/2.96509e+06) 0.601
I0217 20:26:20.181227 20346 data_reader.cpp:320] Restarting data pre-fetching
I0217 20:26:32.358115 20318 solver.cpp:354] Iteration 44100 (3.24665 iter/s, 30.801s/100 iter), 153.1/416.6ep, loss = 4.88551
I0217 20:26:32.358134 20318 solver.cpp:378]     Train net output #0: mbox_loss = 4.63961 (* 1 = 4.63961 loss)
I0217 20:26:32.358137 20318 sgd_solver.cpp:172] Iteration 44100, lr = 0.000160045, m = 0.9, wd = 1e-05, gs = 1
I0217 20:27:02.569664 20318 solver.cpp:354] Iteration 44200 (3.31002 iter/s, 30.2113s/100 iter), 153.5/416.6ep, loss = 4.5219
I0217 20:27:02.569816 20318 solver.cpp:378]     Train net output #0: mbox_loss = 4.45354 (* 1 = 4.45354 loss)
I0217 20:27:02.569823 20318 sgd_solver.cpp:172] Iteration 44200, lr = 0.000159203, m = 0.9, wd = 1e-05, gs = 1
I0217 20:27:33.805019 20318 solver.cpp:354] Iteration 44300 (3.20153 iter/s, 31.2351s/100 iter), 153.8/416.6ep, loss = 4.63381
I0217 20:27:33.805119 20318 solver.cpp:378]     Train net output #0: mbox_loss = 4.44309 (* 1 = 4.44309 loss)
I0217 20:27:33.805125 20318 sgd_solver.cpp:172] Iteration 44300, lr = 0.000158365, m = 0.9, wd = 1e-05, gs = 1
I0217 20:27:48.693832 20346 data_reader.cpp:320] Restarting data pre-fetching
I0217 20:28:04.523478 20318 solver.cpp:354] Iteration 44400 (3.2554 iter/s, 30.7182s/100 iter), 154.1/416.6ep, loss = 4.87396
I0217 20:28:04.523567 20318 solver.cpp:378]     Train net output #0: mbox_loss = 3.65322 (* 1 = 3.65322 loss)
I0217 20:28:04.523574 20318 sgd_solver.cpp:172] Iteration 44400, lr = 0.00015753, m = 0.9, wd = 1e-05, gs = 1
I0217 20:28:34.921413 20318 solver.cpp:354] Iteration 44500 (3.28972 iter/s, 30.3977s/100 iter), 154.5/416.6ep, loss = 4.73523
I0217 20:28:34.921507 20318 solver.cpp:378]     Train net output #0: mbox_loss = 4.17471 (* 1 = 4.17471 loss)
I0217 20:28:34.921512 20318 sgd_solver.cpp:172] Iteration 44500, lr = 0.000156698, m = 0.9, wd = 1e-05, gs = 1
I0217 20:29:06.070677 20318 solver.cpp:354] Iteration 44600 (3.21037 iter/s, 31.1491s/100 iter), 154.8/416.6ep, loss = 4.50858
I0217 20:29:06.070792 20318 solver.cpp:378]     Train net output #0: mbox_loss = 4.13139 (* 1 = 4.13139 loss)
I0217 20:29:06.070801 20318 sgd_solver.cpp:172] Iteration 44600, lr = 0.000155869, m = 0.9, wd = 1e-05, gs = 1
I0217 20:29:17.241044 20346 data_reader.cpp:320] Restarting data pre-fetching
I0217 20:29:36.688628 20318 solver.cpp:354] Iteration 44700 (3.26608 iter/s, 30.6178s/100 iter), 155.2/416.6ep, loss = 4.84897
I0217 20:29:36.688715 20318 solver.cpp:378]     Train net output #0: mbox_loss = 5.04217 (* 1 = 5.04217 loss)
I0217 20:29:36.688720 20318 sgd_solver.cpp:172] Iteration 44700, lr = 0.000155044, m = 0.9, wd = 1e-05, gs = 1