Adjust RD mult for keyframe in Q mode

Use slightly lower RD multiplier for keyframe when the qindex is between
64 and 192 in fixed-q mode. The formula is experimentally selected.

It improves encoding quality metrics slightly.

Speed 1, PSNR
NO. frames	lowres	midres	ugc360
      50	-0.03%	-0.09%	0%
     100	0.00%	-0.07%	-0.04%
     150	-0.03%	-0.09%	-0.03%

Speed 1, SSIM
NO. frames	lowres	midres	ugc360
      50	-0.23%	-0.28%	-0.09%
     100	-0.10%	-0.20%	-0.14%
     150	-0.15%	-0.15%	-0.02%

Speed 2, PSNR
NO. frames	lowres	midres	ugc360
      50	-0.02%	-0.06%	-0.07%
     100	-0.01%	-0.05%	-0.05%
     150	-0.02%	-0.09%	-0.03%

Speed 2, SSIM
NO. frames	lowres	midres	ugc360
      50	-0.31%	-0.24%	-0.12%
     100	-0.14%	-0.23%	-0.17%
     150	-0.15%	-0.23%	-0.13%

Change-Id: I06031a2eea6ce6154835dcc5170e63f0afcf3e2e
diff --git a/av1/encoder/rd.c b/av1/encoder/rd.c
index 55ba611..a55471e 100644
--- a/av1/encoder/rd.c
+++ b/av1/encoder/rd.c
@@ -351,6 +351,12 @@
   const int q = av1_dc_quant_QTX(qindex, 0, cpi->common.seq_params.bit_depth);
   int rdmult = q * q;
   rdmult = rdmult * 3 + (rdmult * 2 / 3);
+  if (frame_is_intra_only(&cpi->common) && cpi->oxcf.rc_mode == AOM_Q &&
+      qindex > 64 && qindex <= 192) {
+    // Formula is picked experimentally.
+    rdmult = rdmult * 13 / 4;
+  }
+
   switch (cpi->common.seq_params.bit_depth) {
     case AOM_BITS_8: break;
     case AOM_BITS_10: rdmult = ROUND_POWER_OF_TWO(rdmult, 4); break;