diff options
Diffstat (limited to 'results/resnet_protocol_validation.log')
| -rw-r--r-- | results/resnet_protocol_validation.log | 161 |
1 files changed, 161 insertions, 0 deletions
diff --git a/results/resnet_protocol_validation.log b/results/resnet_protocol_validation.log new file mode 100644 index 0000000..56837e8 --- /dev/null +++ b/results/resnet_protocol_validation.log @@ -0,0 +1,161 @@ + +============================================================ +Seed 42 +============================================================ + +--- BP --- + [BP] ep 10: acc=0.7538 + [BP] ep 20: acc=0.8337 + [BP] ep 30: acc=0.8516 + [BP] ep 40: acc=0.8572 + [BP] ep 50: acc=0.8668 + [BP] ep 60: acc=0.8701 + [BP] ep 70: acc=0.8727 + [BP] ep 80: acc=0.8771 + [BP] ep 90: acc=0.8784 + [BP] ep 100: acc=0.8769 + +--- FA --- + [FA] ep 10: acc=0.4524 + [FA] ep 20: acc=0.4077 + [FA] ep 30: acc=0.5031 + [FA] ep 40: acc=0.3687 + [FA] ep 50: acc=0.4560 + [FA] ep 60: acc=0.4727 + [FA] ep 70: acc=0.4387 + [FA] ep 80: acc=0.4693 + [FA] ep 90: acc=0.3725 + [FA] ep 100: acc=0.4833 + +--- DFA --- + [DFA] ep 10: acc=0.4845 + [DFA] ep 20: acc=0.4166 + [DFA] ep 30: acc=0.5166 + [DFA] ep 40: acc=0.4638 + [DFA] ep 50: acc=0.5211 + [DFA] ep 60: acc=0.5058 + [DFA] ep 70: acc=0.4456 + [DFA] ep 80: acc=0.5284 + [DFA] ep 90: acc=0.4554 + [DFA] ep 100: acc=0.5413 + +--- Frozen --- + [Frozen] ep 10: acc=0.3769 + [Frozen] ep 20: acc=0.3981 + [Frozen] ep 30: acc=0.4072 + [Frozen] ep 40: acc=0.4203 + [Frozen] ep 50: acc=0.4224 + [Frozen] ep 60: acc=0.4352 + [Frozen] ep 70: acc=0.4428 + [Frozen] ep 80: acc=0.4420 + [Frozen] ep 90: acc=0.4432 + [Frozen] ep 100: acc=0.4463 +FINAL frozen: 0.4463 + +============================================================ +Seed 123 +============================================================ + +--- BP --- + [BP] ep 10: acc=0.7239 + [BP] ep 20: acc=0.7878 + [BP] ep 30: acc=0.8268 + [BP] ep 40: acc=0.8489 + [BP] ep 50: acc=0.8420 + [BP] ep 60: acc=0.8534 + [BP] ep 70: acc=0.8697 + [BP] ep 80: acc=0.8730 + [BP] ep 90: acc=0.8748 + [BP] ep 100: acc=0.8751 + +--- FA --- + [FA] ep 10: acc=0.4852 + [FA] ep 20: acc=0.3673 + [FA] ep 30: acc=0.4890 + [FA] ep 40: acc=0.4090 + [FA] ep 50: acc=0.4650 + [FA] ep 60: acc=0.4524 + [FA] ep 70: acc=0.4131 + [FA] ep 80: acc=0.4634 + [FA] ep 90: acc=0.3723 + [FA] ep 100: acc=0.4701 + +--- DFA --- + [DFA] ep 10: acc=0.4903 + [DFA] ep 20: acc=0.4012 + [DFA] ep 30: acc=0.5058 + [DFA] ep 40: acc=0.4078 + [DFA] ep 50: acc=0.5016 + [DFA] ep 60: acc=0.4995 + [DFA] ep 70: acc=0.4530 + [DFA] ep 80: acc=0.5311 + [DFA] ep 90: acc=0.4660 + [DFA] ep 100: acc=0.5480 + +--- Frozen --- + [Frozen] ep 10: acc=0.3516 + [Frozen] ep 20: acc=0.3915 + [Frozen] ep 30: acc=0.4120 + [Frozen] ep 40: acc=0.4210 + [Frozen] ep 50: acc=0.4253 + [Frozen] ep 60: acc=0.4300 + [Frozen] ep 70: acc=0.4313 + [Frozen] ep 80: acc=0.4385 + [Frozen] ep 90: acc=0.4382 + [Frozen] ep 100: acc=0.4390 +FINAL frozen: 0.4390 + +============================================================ +Seed 456 +============================================================ + +--- BP --- + [BP] ep 10: acc=0.7823 + [BP] ep 20: acc=0.8178 + [BP] ep 30: acc=0.8073 + [BP] ep 40: acc=0.8470 + [BP] ep 50: acc=0.8499 + [BP] ep 60: acc=0.8676 + [BP] ep 70: acc=0.8757 + [BP] ep 80: acc=0.8770 + [BP] ep 90: acc=0.8771 + [BP] ep 100: acc=0.8773 + +--- FA --- + [FA] ep 10: acc=0.4632 + [FA] ep 20: acc=0.3723 + [FA] ep 30: acc=0.4776 + [FA] ep 40: acc=0.4060 + [FA] ep 50: acc=0.4685 + [FA] ep 60: acc=0.4341 + [FA] ep 70: acc=0.4403 + [FA] ep 80: acc=0.4804 + [FA] ep 90: acc=0.3683 + [FA] ep 100: acc=0.4740 + +--- DFA --- + [DFA] ep 10: acc=0.4752 + [DFA] ep 20: acc=0.4196 + [DFA] ep 30: acc=0.4963 + [DFA] ep 40: acc=0.3831 + [DFA] ep 50: acc=0.5074 + [DFA] ep 60: acc=0.5056 + [DFA] ep 70: acc=0.4953 + [DFA] ep 80: acc=0.5233 + [DFA] ep 90: acc=0.4196 + [DFA] ep 100: acc=0.5315 + +--- Frozen --- + [Frozen] ep 10: acc=0.3576 + [Frozen] ep 20: acc=0.3920 + [Frozen] ep 30: acc=0.4083 + [Frozen] ep 40: acc=0.4102 + [Frozen] ep 50: acc=0.4163 + [Frozen] ep 60: acc=0.4304 + [Frozen] ep 70: acc=0.4391 + [Frozen] ep 80: acc=0.4400 + [Frozen] ep 90: acc=0.4363 + [Frozen] ep 100: acc=0.4401 +FINAL frozen: 0.4401 + +Saved: results/resnet_protocol_validation.json |