From f09ebc212432a1033cdcfefe1a59fa2d6aaa112f Mon Sep 17 00:00:00 2001 From: Tongzheng Ren Date: Sun, 5 Nov 2017 16:37:26 +0800 Subject: [PATCH] minor modification --- AlphaGo/Network.py | 7 +++++-- AlphaGo/Network.pyc | Bin 0 -> 4688 bytes AlphaGo/multi_gpu.pyc | Bin 0 -> 2425 bytes 3 files changed, 5 insertions(+), 2 deletions(-) create mode 100644 AlphaGo/Network.pyc create mode 100644 AlphaGo/multi_gpu.pyc diff --git a/AlphaGo/Network.py b/AlphaGo/Network.py index f594be2..d350247 100644 --- a/AlphaGo/Network.py +++ b/AlphaGo/Network.py @@ -50,7 +50,7 @@ p = policy_heads(h, is_training) loss = tf.reduce_mean(tf.square(z-v)) - tf.reduce_mean(tf.multiply(pi, tf.log(tf.nn.softmax(p, 1)))) reg = tf.add_n(tf.get_collection(tf.GraphKeys.REGULARIZATION_LOSSES)) total_loss = loss + reg -train_op = tf.train.RMSPropOptimizer(1e-2).minimize(total_loss) +train_op = tf.train.RMSPropOptimizer(1e-4).minimize(total_loss) var_list = tf.get_collection(tf.GraphKeys.TRAINABLE_VARIABLES) saver = tf.train.Saver(max_to_keep=10, var_list=var_list) @@ -104,4 +104,7 @@ def forward(board): saver.restore(sess, ckpt_file) else: raise ValueError("No model loaded") - return sess.run([p,v], feed_dict={x:board}) \ No newline at end of file + return sess.run([p,v], feed_dict={x:board}) + +if __name__ == "__main__": + train() \ No newline at end of file diff --git a/AlphaGo/Network.pyc b/AlphaGo/Network.pyc new file mode 100644 index 0000000000000000000000000000000000000000..8691e5341c2c52cefff213142ebd5644ab3eb4c3 GIT binary patch literal 4688 zcmc&%OLH4p6+Ty%AChIu??;{vaS}})4rIVQYKkF~q?{BUXSfOzP%+ijR$oaix4Jvs zSB{;LHh5UGrYQabTZ&@MV*UX8nJp`d{lIrlOO8T01w$2uq&~X$+;d;&@txCSf1fEH z{_(4y*J<#X!vBx(q+cl_4?jf#QB4ioIjW5f+j*+xhwX8yjSt%s)SjgF6xF84%h6|; zULbEw8b$K*(wHWrs9h2|LmuX0iwXHnQZr8{O4Z6EGIK1`B;n7G@K5JXQ8Oo_3ulcM zhNFvQ3S_YIJe}Y!OLTOV%rbdJ%%z8)EK_YoB$i%Fy!abEH#qMpYn4oKq`M{?t_wX! z2K%ql8dk%P@0bmoCxflgy&&`=wJ(ubBX5e2!NNk zTCH7^vFp^nLEbbEw<~0>aijLmo0D$}^VU%QHhCrTpte~ux9Eg&wL9dM#U|Iuo0G;C zTccW;hadR=z-O8FiB_vC-q+$e+Wjoo1{Dq+iCno6HBG~(`t+yQB*Uq9F z+#B7+a@^w*q4n)?g)MEF_+i|&8V%BXQJ9ISC9;W0eXr{V6&@6l@+N!6zKoKCt@v0r z8A>_(K~z7Ogh0B)6I2o38>*}p)TYp)5*Op!ox0d>(D~0@3~n{~+RW^3@F}=hL0qgj zbTNsQlT#O)VjqD+3_K3Pa5uz9wiM9nUnk}u37LTdWvXGV;Gj?v6Y&Gh&Y}4_n)N8! z(|rF^bNX#etFQxV*1cxyYF42ZUWr@mOqz|Q%OIBLHv-pMn28yUZV(*9Ps0#?YCO%F ztH_@0VXw`m7kB{A*@oh+;wbRz$4<+*Udlm`@>-*2Dyy4knCNo|{eMlA0m@lcV*6+I z9CeNVsYw|ozLrV#G8Cv+KqOYJ8@B!n1G2*$xPq_B=8!Ra9n9zsdd#m-}-0i+H51E={Pd83c)F+u(Dfeb=& zy*Ezh`iSW%>JMZ6gy`2-a(%?{6sHzoArc9g*j#Z3TsQ$(I1CynM2HRwlzh&}(4J-v zhISs?618V|5oY8_g+xbxRsb<15C}Z{CrDmCG;Me>orptTb9AT~}*_(Q5( z<>r-jyGGkk+S^9gF$(RzW$roJw&%%Sply^{zksUes6S8r1?n$Se~EfC)V@ePR7g-_ zZ&o@BSx1hr0$Uv9DETM{sAL@?jhA2RriVkaZZ3%~F7t9&2){R&vjgVIIBS1YucI1+ z8Ti^WG~BbIP`I4#2}|{%G@N2XY&S{0Wm;wXy{Pc-`HR2M^XD-6Pkshct+1o+rHr@8 z@$Oa_zmnv+AGwK_N(jF6!&K5|jQj>Ue}f4glKi%H7b&e9*z|6C4m@pA8zrb5Had}K zf{jKJbv8cjZ*6T^#`A_Tp5yr_2RO#k?|?jtqk8KHkh#6_#F|8^gsl6_@0hH$8>MO1 z(x%A`e~G8B4X0y+)46EZ4`N%ng2629$8wJ#ay`vQl!J6|WZ!8bnR7O&Ck7RclbSR| zje^pMDCvfhcij6pVn3Y>b&;1rP`T1jT2 z)CSi)HbWfu&?J(+pgkze2sd%Vrpa&*SC=`cgqX**23lU!kx6N*+h_zvut&CbqTwae zG&{a&N^No|G!}X!^i^g|U-o&Hbd99NY_m8vp(g_!14_(88dYM}@Zm{vTSsUhG?9st7eqQvqJ7ztZzd;sYe}GQVD<0gNq0dA z6&lxTMKvYg2{obS@s!mf>bH`b#s8w3Q7dW=+zGVbQbp(O*RkZXblWR<*;JeN(*1Kl2WHsSC+`7r+7Kr%8$DHRMB}tTMh7a zrZ6r*83)ILDnZoLTpVX06g4cWA$^Y-d}-J7oKWx-h&A%IC^5E^xN+;p<~T)8$59^b z{B-xeep0*t?8(zTXZLBf`lzbk<&~tUiY(xk16v%xa_y}@tbUY4@zWSUz^{SX=>Wvs z)8FE$T){ol_n++D|6uo#^D)-vMpZL}%L%ItyP5w~!F%lk(h`pzd0*q}zlSu|4a^T& rYw0&ZN{Da%F60WOLa{Ktsn$5Qa~%7NK!CFP5dES$pIcVvRiW}vc1&-M literal 0 HcmV?d00001 diff --git a/AlphaGo/multi_gpu.pyc b/AlphaGo/multi_gpu.pyc new file mode 100644 index 0000000000000000000000000000000000000000..d269ca56119288768409d95fa3ced90194c4bf7d GIT binary patch literal 2425 zcmaJ?UvDEd5TDKFf7Ab`6DL5jR0KhX`f@xK1Xs0p2hu4zrH3jaPK&#Ck}bRI?b@5R zr{t+T@-2Aa6YvH29DEBNd11y*wrNYd$$IVacsw)y{XG6ZtL>ege}4>N{#5b%{AUmJ z@7NLe_aFvHJQ#T3(YRvA6&O_9*tcUJ2EH3tA+ExpX4lpru0zs*K?6KlgVQFQwm{TD zG(a@r3RldfZ4fPxD?>6v`lrc_TO;~LyKO%-hXxEmN#&CBsHbUW~ontF21hO z9qc7VY$8h6Zgy!X;bAU0o`ZJlwosyJZ}8T=ju%qMZG6kH|H8otVCKQapA{u6@Fb0dI#f!iC+0vSs6P&;;Zz zory(ne}j4!xg_I41SysstZXvvT6hy$94ejPb{4s3L3ZuHLm;BEumG|%@-0d4$JoLmOKjL>qLnnmfuhv a)sL~+@bFjZcpLs>EPD;F