From ea56018907d89ac541bb1fa0e184159142a160d2 Mon Sep 17 00:00:00 2001 From: zchen0211 Date: Tue, 10 Oct 2017 13:50:06 -0700 Subject: [PATCH] gan design with graph --- doc/design/gan_api.md | 2 +- doc/design/test.dot | 35 +++++++++++++++++++++++++++++++++++ doc/design/test.dot.png | Bin 59401 -> 58935 bytes 3 files changed, 36 insertions(+), 1 deletion(-) create mode 100644 doc/design/test.dot diff --git a/doc/design/gan_api.md b/doc/design/gan_api.md index f99d1e6540..2fb30432cb 100644 --- a/doc/design/gan_api.md +++ b/doc/design/gan_api.md @@ -29,7 +29,7 @@ In our GAN design, we wrap it as a user-friendly easily customized python API to


-The overall running logic of GAN. The black solid arrows indicate the forward pass; the green dashed arrows indicate the backward pass of generator training; the red dashed arrows indicate the backward pass of the discriminator training. The BP pass of the green (red) arrow should only update the parameters in the green (red) boxes. The diamonds indicate the data providers. +The overall running logic of GAN. The black solid arrows indicate the forward pass; the green dashed arrows indicate the backward pass of generator training; the red dashed arrows indicate the backward pass of the discriminator training. The BP pass of the green (red) arrow should only update the parameters in the green (red) boxes. The diamonds indicate the data providers. d\_loss and g\_loss mared in red and green are the two targets we would like to run.

diff --git a/doc/design/test.dot b/doc/design/test.dot new file mode 100644 index 0000000000..62c69b8fc8 --- /dev/null +++ b/doc/design/test.dot @@ -0,0 +1,35 @@ + +digraph Test { + z -> generator -> G_img; + G_img -> discriminator -> D_f -> d_loss_f; + label0 -> d_loss_f -> d_loss; + + img -> discriminator -> D_t -> d_loss_t; + label1 -> d_loss_t -> d_loss; + + d_loss -> d_loss_t[color=red, style=dashed]; + d_loss -> d_loss_f[color=red, style=dashed]; + d_loss_t -> D_t[color=red, style=dashed]; + d_loss_f -> D_f[color=red, style=dashed]; + D_t -> discriminator[color=red, style=dashed]; + D_f -> discriminator[color=red, style=dashed]; + + D_f -> g_loss; + label2 -> g_loss; + + g_loss -> D_f[color=green, style=dashed]; + D_f -> discriminator[color=green, style=dashed]; + discriminator -> G_img[color=green, style=dashed]; + G_img -> generator[color=green, style=dashed]; + + discriminator [color=red, shape=box]; + generator [color=green, shape=box]; + z [shape=diamond]; + img [shape=diamond]; + label0 [shape=diamond]; + label1 [shape=diamond]; + label2 [shape=diamond]; + + d_loss [color=red]; + g_loss [color=green]; +} diff --git a/doc/design/test.dot.png b/doc/design/test.dot.png index 768e5cac4b14201f378896bb3bcde9e6ee540414..4e121a40b9f7b2232d7cdda315bad15926446f55 100644 GIT binary patch delta 41475 zcmag`cRZH=8$S+TA|sMf$jB^P_Ff@m%Z!jw85xntI*qLCEhHm5Nl5mJqL3|H$jaXP zcbxCf_r4$B-~G@1*Sj~a>pIWZ`Fb74a~)UcFYL;n*dJ|fBlmTNj_}qs$+Q%9$*^uE zGKG+jW$SB|PFdfsq1F4^!(m&L*-|27d?fTNbby$)*zM9xVq#xq@jF+EI8BsL-sGK5-+K9#m32P-DDAD!Aptu(I~BhbzVMS_-_w&L%e~d{ z{e$_p8?BUP5B8DuX?%SAM!S+aTsk_s`WA;5%JQ|F9h`#RhtKL;@{_1uWgZB=UE^J1 zN&3Og!STw}dq*!;ndMz^u{vhyxVN`AD^`YAluU@_CzlNBbGt!AaLw{y7)#%3(qnvM2^BfU0Z^jv^a$!wKN-C<;{M%}4 zYH)gb`YtEuc3WH9WhyFVgA!BkCATXV0+-w>Dk|E4{fa(^jlHw^OlokKg-^0WCu?I8lCdS68ZBg`R{ZA_$#UYo|M$)OK z3fpJlT|%x29$C7tPhr`Ql!u}}9vK<2dh|$<-fJCeyxzO!x1~)4+@2$opGf@x$~S# zeT#L>fyuNcMIa-T~hm3b5xVqczL5o zDjhY&#l>gW)-<)XwRKHQigUjkQ%2lb)z{a*OikV4M#XKa?q6P3rgPox@#DuSVlK#y 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