Add simd function for jnt_comp _x, _y function

The new functions are based on existing av1_convolve_x/y_sse2.
The real change is mult_add_store function replacing add_store
fuction.
Also rename the file name and merge jnt_convolve simd function
into one file.

Performance is identical.
Speed change: 15-20% faster than jnt_comp with 2d functions only

Change-Id: I87b5b02662b92cea725f627a4d006ac660dc7f98
diff --git a/av1/av1.cmake b/av1/av1.cmake
index 63d349d..40ba6b4 100644
--- a/av1/av1.cmake
+++ b/av1/av1.cmake
@@ -277,7 +277,7 @@
 if (CONFIG_JNT_COMP)
   set(AOM_AV1_COMMON_INTRIN_SSE4_1
       ${AOM_AV1_COMMON_INTRIN_SSE4_1}
-      "${AOM_ROOT}/av1/common/x86/convolve_2d_sse4.c")
+      "${AOM_ROOT}/av1/common/x86/jnt_convolve_sse4.c")
 endif ()
 
 set(AOM_AV1_COMMON_INTRIN_SSE4_1
diff --git a/av1/common/av1_rtcd_defs.pl b/av1/common/av1_rtcd_defs.pl
index 778adce..f3fd840 100755
--- a/av1/common/av1_rtcd_defs.pl
+++ b/av1/common/av1_rtcd_defs.pl
@@ -512,8 +512,10 @@
   specialize qw/av1_jnt_convolve_2d_copy sse2/;
 
   add_proto qw/void av1_jnt_convolve_x/, "const uint8_t *src, int src_stride, uint8_t *dst, int dst_stride, int w, int h, InterpFilterParams *filter_params_x, InterpFilterParams *filter_params_y, const int subpel_x_q4, const int subpel_y_q4, ConvolveParams *conv_params";
+  specialize qw/av1_jnt_convolve_x sse4_1/;
 
   add_proto qw/void av1_jnt_convolve_y/, "const uint8_t *src, int src_stride, uint8_t *dst, int dst_stride, int w, int h, InterpFilterParams *filter_params_x, InterpFilterParams *filter_params_y, const int subpel_x_q4, const int subpel_y_q4, ConvolveParams *conv_params";
+  specialize qw/av1_jnt_convolve_y sse4_1/;
 }
 
 add_proto qw/void av1_highbd_convolve_2d/, "const uint16_t *src, int src_stride, CONV_BUF_TYPE *dst, int dst_stride, int w, int h, InterpFilterParams *filter_params_x, InterpFilterParams *filter_params_y, const int subpel_x_q4, const int subpel_y_q4, ConvolveParams *conv_params, int bd";
diff --git a/av1/common/x86/convolve_2d_sse4.c b/av1/common/x86/convolve_2d_sse4.c
deleted file mode 100644
index 123350a..0000000
--- a/av1/common/x86/convolve_2d_sse4.c
+++ /dev/null
@@ -1,237 +0,0 @@
-/*
- * Copyright (c) 2016, Alliance for Open Media. All rights reserved
- *
- * This source code is subject to the terms of the BSD 2 Clause License and
- * the Alliance for Open Media Patent License 1.0. If the BSD 2 Clause License
- * was not distributed with this source code in the LICENSE file, you can
- * obtain it at www.aomedia.org/license/software. If the Alliance for Open
- * Media Patent License 1.0 was not distributed with this source code in the
- * PATENTS file, you can obtain it at www.aomedia.org/license/patent.
- */
-
-#include <emmintrin.h>
-#include <smmintrin.h>
-
-#include "./aom_dsp_rtcd.h"
-#include "aom_dsp/aom_convolve.h"
-#include "aom_dsp/aom_dsp_common.h"
-#include "aom_dsp/aom_filter.h"
-#include "av1/common/convolve.h"
-
-#if CONFIG_JNT_COMP
-void av1_jnt_convolve_2d_sse4_1(const uint8_t *src, int src_stride,
-                                uint8_t *dst0, int dst_stride0, int w, int h,
-                                InterpFilterParams *filter_params_x,
-                                InterpFilterParams *filter_params_y,
-                                const int subpel_x_q4, const int subpel_y_q4,
-                                ConvolveParams *conv_params) {
-  CONV_BUF_TYPE *dst = conv_params->dst;
-  int dst_stride = conv_params->dst_stride;
-  const int bd = 8;
-  (void)dst0;
-  (void)dst_stride0;
-
-  DECLARE_ALIGNED(16, int16_t,
-                  im_block[(MAX_SB_SIZE + MAX_FILTER_TAP - 1) * MAX_SB_SIZE]);
-  int im_h = h + filter_params_y->taps - 1;
-  int im_stride = MAX_SB_SIZE;
-  int i, j;
-  const int fo_vert = filter_params_y->taps / 2 - 1;
-  const int fo_horiz = filter_params_x->taps / 2 - 1;
-  const int do_average = conv_params->do_average;
-  const uint8_t *const src_ptr = src - fo_vert * src_stride - fo_horiz;
-
-  const __m128i zero = _mm_setzero_si128();
-
-  const int w0 = conv_params->fwd_offset;
-  const int w1 = conv_params->bck_offset;
-  const __m128i wt0 = _mm_set_epi32(w0, w0, w0, w0);
-  const __m128i wt1 = _mm_set_epi32(w1, w1, w1, w1);
-
-  /* Horizontal filter */
-  {
-    const int16_t *x_filter = av1_get_interp_filter_subpel_kernel(
-        *filter_params_x, subpel_x_q4 & SUBPEL_MASK);
-    const __m128i coeffs_x = _mm_loadu_si128((__m128i *)x_filter);
-
-    // coeffs 0 1 0 1 2 3 2 3
-    const __m128i tmp_0 = _mm_unpacklo_epi32(coeffs_x, coeffs_x);
-    // coeffs 4 5 4 5 6 7 6 7
-    const __m128i tmp_1 = _mm_unpackhi_epi32(coeffs_x, coeffs_x);
-
-    // coeffs 0 1 0 1 0 1 0 1
-    const __m128i coeff_01 = _mm_unpacklo_epi64(tmp_0, tmp_0);
-    // coeffs 2 3 2 3 2 3 2 3
-    const __m128i coeff_23 = _mm_unpackhi_epi64(tmp_0, tmp_0);
-    // coeffs 4 5 4 5 4 5 4 5
-    const __m128i coeff_45 = _mm_unpacklo_epi64(tmp_1, tmp_1);
-    // coeffs 6 7 6 7 6 7 6 7
-    const __m128i coeff_67 = _mm_unpackhi_epi64(tmp_1, tmp_1);
-
-    const __m128i round_const = _mm_set1_epi32(
-        ((1 << conv_params->round_0) >> 1) + (1 << (bd + FILTER_BITS - 1)));
-    const __m128i round_shift = _mm_cvtsi32_si128(conv_params->round_0);
-
-    for (i = 0; i < im_h; ++i) {
-      for (j = 0; j < w; j += 8) {
-        const __m128i data =
-            _mm_loadu_si128((__m128i *)&src_ptr[i * src_stride + j]);
-
-        const __m128i src_lo = _mm_unpacklo_epi8(data, zero);
-        const __m128i src_hi = _mm_unpackhi_epi8(data, zero);
-
-        // Filter even-index pixels
-        const __m128i res_0 = _mm_madd_epi16(src_lo, coeff_01);
-        const __m128i src_2 = _mm_alignr_epi8(src_hi, src_lo, 4);
-        const __m128i res_2 = _mm_madd_epi16(src_2, coeff_23);
-        const __m128i src_4 = _mm_alignr_epi8(src_hi, src_lo, 8);
-        const __m128i res_4 = _mm_madd_epi16(src_4, coeff_45);
-        const __m128i src_6 = _mm_alignr_epi8(src_hi, src_lo, 12);
-        const __m128i res_6 = _mm_madd_epi16(src_6, coeff_67);
-
-        __m128i res_even = _mm_add_epi32(_mm_add_epi32(res_0, res_4),
-                                         _mm_add_epi32(res_2, res_6));
-        res_even =
-            _mm_sra_epi32(_mm_add_epi32(res_even, round_const), round_shift);
-
-        // Filter odd-index pixels
-        const __m128i src_1 = _mm_alignr_epi8(src_hi, src_lo, 2);
-        const __m128i res_1 = _mm_madd_epi16(src_1, coeff_01);
-        const __m128i src_3 = _mm_alignr_epi8(src_hi, src_lo, 6);
-        const __m128i res_3 = _mm_madd_epi16(src_3, coeff_23);
-        const __m128i src_5 = _mm_alignr_epi8(src_hi, src_lo, 10);
-        const __m128i res_5 = _mm_madd_epi16(src_5, coeff_45);
-        const __m128i src_7 = _mm_alignr_epi8(src_hi, src_lo, 14);
-        const __m128i res_7 = _mm_madd_epi16(src_7, coeff_67);
-
-        __m128i res_odd = _mm_add_epi32(_mm_add_epi32(res_1, res_5),
-                                        _mm_add_epi32(res_3, res_7));
-        res_odd =
-            _mm_sra_epi32(_mm_add_epi32(res_odd, round_const), round_shift);
-
-        // Pack in the column order 0, 2, 4, 6, 1, 3, 5, 7
-        __m128i res = _mm_packs_epi32(res_even, res_odd);
-        _mm_storeu_si128((__m128i *)&im_block[i * im_stride + j], res);
-      }
-    }
-  }
-
-  /* Vertical filter */
-  {
-    const int16_t *y_filter = av1_get_interp_filter_subpel_kernel(
-        *filter_params_y, subpel_y_q4 & SUBPEL_MASK);
-    const __m128i coeffs_y = _mm_loadu_si128((__m128i *)y_filter);
-
-    // coeffs 0 1 0 1 2 3 2 3
-    const __m128i tmp_0 = _mm_unpacklo_epi32(coeffs_y, coeffs_y);
-    // coeffs 4 5 4 5 6 7 6 7
-    const __m128i tmp_1 = _mm_unpackhi_epi32(coeffs_y, coeffs_y);
-
-    // coeffs 0 1 0 1 0 1 0 1
-    const __m128i coeff_01 = _mm_unpacklo_epi64(tmp_0, tmp_0);
-    // coeffs 2 3 2 3 2 3 2 3
-    const __m128i coeff_23 = _mm_unpackhi_epi64(tmp_0, tmp_0);
-    // coeffs 4 5 4 5 4 5 4 5
-    const __m128i coeff_45 = _mm_unpacklo_epi64(tmp_1, tmp_1);
-    // coeffs 6 7 6 7 6 7 6 7
-    const __m128i coeff_67 = _mm_unpackhi_epi64(tmp_1, tmp_1);
-
-    const __m128i round_const = _mm_set1_epi32(
-        ((1 << conv_params->round_1) >> 1) -
-        (1 << (bd + 2 * FILTER_BITS - conv_params->round_0 - 1)));
-    const __m128i round_shift = _mm_cvtsi32_si128(conv_params->round_1);
-
-    for (i = 0; i < h; ++i) {
-      for (j = 0; j < w; j += 8) {
-        // Filter even-index pixels
-        const int16_t *data = &im_block[i * im_stride + j];
-        const __m128i src_0 =
-            _mm_unpacklo_epi16(*(__m128i *)(data + 0 * im_stride),
-                               *(__m128i *)(data + 1 * im_stride));
-        const __m128i src_2 =
-            _mm_unpacklo_epi16(*(__m128i *)(data + 2 * im_stride),
-                               *(__m128i *)(data + 3 * im_stride));
-        const __m128i src_4 =
-            _mm_unpacklo_epi16(*(__m128i *)(data + 4 * im_stride),
-                               *(__m128i *)(data + 5 * im_stride));
-        const __m128i src_6 =
-            _mm_unpacklo_epi16(*(__m128i *)(data + 6 * im_stride),
-                               *(__m128i *)(data + 7 * im_stride));
-
-        const __m128i res_0 = _mm_madd_epi16(src_0, coeff_01);
-        const __m128i res_2 = _mm_madd_epi16(src_2, coeff_23);
-        const __m128i res_4 = _mm_madd_epi16(src_4, coeff_45);
-        const __m128i res_6 = _mm_madd_epi16(src_6, coeff_67);
-
-        const __m128i res_even = _mm_add_epi32(_mm_add_epi32(res_0, res_2),
-                                               _mm_add_epi32(res_4, res_6));
-
-        // Filter odd-index pixels
-        const __m128i src_1 =
-            _mm_unpackhi_epi16(*(__m128i *)(data + 0 * im_stride),
-                               *(__m128i *)(data + 1 * im_stride));
-        const __m128i src_3 =
-            _mm_unpackhi_epi16(*(__m128i *)(data + 2 * im_stride),
-                               *(__m128i *)(data + 3 * im_stride));
-        const __m128i src_5 =
-            _mm_unpackhi_epi16(*(__m128i *)(data + 4 * im_stride),
-                               *(__m128i *)(data + 5 * im_stride));
-        const __m128i src_7 =
-            _mm_unpackhi_epi16(*(__m128i *)(data + 6 * im_stride),
-                               *(__m128i *)(data + 7 * im_stride));
-
-        const __m128i res_1 = _mm_madd_epi16(src_1, coeff_01);
-        const __m128i res_3 = _mm_madd_epi16(src_3, coeff_23);
-        const __m128i res_5 = _mm_madd_epi16(src_5, coeff_45);
-        const __m128i res_7 = _mm_madd_epi16(src_7, coeff_67);
-
-        const __m128i res_odd = _mm_add_epi32(_mm_add_epi32(res_1, res_3),
-                                              _mm_add_epi32(res_5, res_7));
-
-        // Rearrange pixels back into the order 0 ... 7
-        const __m128i res_lo = _mm_unpacklo_epi32(res_even, res_odd);
-        const __m128i res_hi = _mm_unpackhi_epi32(res_even, res_odd);
-
-        const __m128i res_lo_round =
-            _mm_sra_epi32(_mm_add_epi32(res_lo, round_const), round_shift);
-        const __m128i res_hi_round =
-            _mm_sra_epi32(_mm_add_epi32(res_hi, round_const), round_shift);
-
-        if (conv_params->use_jnt_comp_avg) {
-          // FIXME(chengchen): validate this implementation
-          // original c function at: av1/common/convolve.c: av1_convolve_2d_c
-          __m128i *const p = (__m128i *)&dst[i * dst_stride + j];
-          if (do_average) {
-            _mm_storeu_si128(
-                p + 0, _mm_srai_epi32(
-                           _mm_add_epi32(_mm_loadu_si128(p + 0),
-                                         _mm_mullo_epi32(res_lo_round, wt1)),
-                           DIST_PRECISION_BITS - 1));
-
-            _mm_storeu_si128(
-                p + 1, _mm_srai_epi32(
-                           _mm_add_epi32(_mm_loadu_si128(p + 1),
-                                         _mm_mullo_epi32(res_hi_round, wt1)),
-                           DIST_PRECISION_BITS - 1));
-          } else {
-            _mm_storeu_si128(p + 0, _mm_mullo_epi32(res_lo_round, wt0));
-            _mm_storeu_si128(p + 1, _mm_mullo_epi32(res_hi_round, wt0));
-          }
-        } else {
-          // Accumulate values into the destination buffer
-          __m128i *const p = (__m128i *)&dst[i * dst_stride + j];
-          if (do_average) {
-            _mm_storeu_si128(
-                p + 0, _mm_add_epi32(_mm_loadu_si128(p + 0), res_lo_round));
-            _mm_storeu_si128(
-                p + 1, _mm_add_epi32(_mm_loadu_si128(p + 1), res_hi_round));
-          } else {
-            _mm_storeu_si128(p + 0, res_lo_round);
-            _mm_storeu_si128(p + 1, res_hi_round);
-          }
-        }
-      }
-    }
-  }
-}
-#endif  // CONFIG_JNT_COMP
diff --git a/av1/common/x86/jnt_convolve_sse4.c b/av1/common/x86/jnt_convolve_sse4.c
new file mode 100644
index 0000000..42404d4
--- /dev/null
+++ b/av1/common/x86/jnt_convolve_sse4.c
@@ -0,0 +1,578 @@
+/*
+ * Copyright (c) 2017, Alliance for Open Media. All rights reserved
+ *
+ * This source code is subject to the terms of the BSD 2 Clause License and
+ * the Alliance for Open Media Patent License 1.0. If the BSD 2 Clause License
+ * was not distributed with this source code in the LICENSE file, you can
+ * obtain it at www.aomedia.org/license/software. If the Alliance for Open
+ * Media Patent License 1.0 was not distributed with this source code in the
+ * PATENTS file, you can obtain it at www.aomedia.org/license/patent.
+ */
+
+#include <emmintrin.h>
+#include <smmintrin.h>
+
+#include "./aom_dsp_rtcd.h"
+#include "aom_dsp/aom_convolve.h"
+#include "aom_dsp/aom_dsp_common.h"
+#include "aom_dsp/aom_filter.h"
+#include "av1/common/convolve.h"
+
+static INLINE void prepare_coeffs(const InterpFilterParams *const filter_params,
+                                  const int subpel_q4,
+                                  __m128i *const coeffs /* [4] */) {
+  const int16_t *const y_filter = av1_get_interp_filter_subpel_kernel(
+      *filter_params, subpel_q4 & SUBPEL_MASK);
+  const __m128i coeffs_y = _mm_loadu_si128((__m128i *)y_filter);
+  // coeffs 0 1 0 1 2 3 2 3
+  const __m128i tmp_0 = _mm_unpacklo_epi32(coeffs_y, coeffs_y);
+  // coeffs 4 5 4 5 6 7 6 7
+  const __m128i tmp_1 = _mm_unpackhi_epi32(coeffs_y, coeffs_y);
+
+  coeffs[0] = _mm_unpacklo_epi64(tmp_0, tmp_0);  // coeffs 0 1 0 1 0 1 0 1
+  coeffs[1] = _mm_unpackhi_epi64(tmp_0, tmp_0);  // coeffs 2 3 2 3 2 3 2 3
+  coeffs[2] = _mm_unpacklo_epi64(tmp_1, tmp_1);  // coeffs 4 5 4 5 4 5 4 5
+  coeffs[3] = _mm_unpackhi_epi64(tmp_1, tmp_1);  // coeffs 6 7 6 7 6 7 6 7
+}
+
+static INLINE __m128i convolve(const __m128i *const s,
+                               const __m128i *const coeffs) {
+  const __m128i d0 = _mm_madd_epi16(s[0], coeffs[0]);
+  const __m128i d1 = _mm_madd_epi16(s[1], coeffs[1]);
+  const __m128i d2 = _mm_madd_epi16(s[2], coeffs[2]);
+  const __m128i d3 = _mm_madd_epi16(s[3], coeffs[3]);
+  const __m128i d = _mm_add_epi32(_mm_add_epi32(d0, d1), _mm_add_epi32(d2, d3));
+  return d;
+}
+
+static INLINE __m128i convolve_lo_x(const __m128i *const s,
+                                    const __m128i *const coeffs) {
+  __m128i ss[4];
+  ss[0] = _mm_unpacklo_epi8(s[0], _mm_setzero_si128());
+  ss[1] = _mm_unpacklo_epi8(s[1], _mm_setzero_si128());
+  ss[2] = _mm_unpacklo_epi8(s[2], _mm_setzero_si128());
+  ss[3] = _mm_unpacklo_epi8(s[3], _mm_setzero_si128());
+  return convolve(ss, coeffs);
+}
+
+static INLINE __m128i convolve_lo_y(const __m128i *const s,
+                                    const __m128i *const coeffs) {
+  __m128i ss[4];
+  ss[0] = _mm_unpacklo_epi8(s[0], _mm_setzero_si128());
+  ss[1] = _mm_unpacklo_epi8(s[2], _mm_setzero_si128());
+  ss[2] = _mm_unpacklo_epi8(s[4], _mm_setzero_si128());
+  ss[3] = _mm_unpacklo_epi8(s[6], _mm_setzero_si128());
+  return convolve(ss, coeffs);
+}
+
+static INLINE __m128i convolve_hi_y(const __m128i *const s,
+                                    const __m128i *const coeffs) {
+  __m128i ss[4];
+  ss[0] = _mm_unpackhi_epi8(s[0], _mm_setzero_si128());
+  ss[1] = _mm_unpackhi_epi8(s[2], _mm_setzero_si128());
+  ss[2] = _mm_unpackhi_epi8(s[4], _mm_setzero_si128());
+  ss[3] = _mm_unpackhi_epi8(s[6], _mm_setzero_si128());
+  return convolve(ss, coeffs);
+}
+
+static INLINE void add_store(CONV_BUF_TYPE *const dst, const __m128i *const res,
+                             const __m128i *const avg_mask) {
+  __m128i d;
+  d = _mm_load_si128((__m128i *)dst);
+  d = _mm_and_si128(d, *avg_mask);
+  d = _mm_add_epi32(d, *res);
+  _mm_store_si128((__m128i *)dst, d);
+}
+
+#if CONFIG_JNT_COMP
+static INLINE void mult_add_store(CONV_BUF_TYPE *const dst,
+                                  const __m128i *const res,
+                                  const __m128i *const avg_mask,
+                                  const __m128i *const wt, int shift) {
+  __m128i d;
+  d = _mm_load_si128((__m128i *)dst);
+  d = _mm_and_si128(d, *avg_mask);
+  d = _mm_add_epi32(d, _mm_mullo_epi32(*res, *wt));
+  if (shift) d = _mm_srai_epi32(d, DIST_PRECISION_BITS - 1);
+  _mm_store_si128((__m128i *)dst, d);
+}
+
+void av1_jnt_convolve_y_sse4_1(const uint8_t *src, int src_stride,
+                               const uint8_t *dst0, int dst_stride0, int w,
+                               int h, InterpFilterParams *filter_params_x,
+                               InterpFilterParams *filter_params_y,
+                               const int subpel_x_q4, const int subpel_y_q4,
+                               ConvolveParams *conv_params) {
+  CONV_BUF_TYPE *dst = conv_params->dst;
+  const int dst_stride = conv_params->dst_stride;
+  const int fo_vert = filter_params_y->taps / 2 - 1;
+  const uint8_t *src_ptr = src - fo_vert * src_stride;
+  const int bits = FILTER_BITS - conv_params->round_0 - conv_params->round_1;
+  const __m128i left_shift = _mm_cvtsi32_si128(bits);
+  const __m128i avg_mask = _mm_set1_epi32(conv_params->do_average ? -1 : 0);
+  const __m128i wt0 = _mm_set1_epi32(conv_params->fwd_offset);
+  const __m128i wt1 = _mm_set1_epi32(conv_params->bck_offset);
+  const __m128i wt = conv_params->do_average ? wt1 : wt0;
+  __m128i coeffs[4];
+
+  (void)filter_params_x;
+  (void)subpel_x_q4;
+  (void)dst0;
+  (void)dst_stride0;
+
+  prepare_coeffs(filter_params_y, subpel_y_q4, coeffs);
+
+  if (w == 4) {
+    __m128i s[8], src6, res, res_shift;
+    src6 = _mm_cvtsi32_si128(*(uint32_t *)(src_ptr + 6 * src_stride));
+    s[0] = _mm_unpacklo_epi8(
+        _mm_cvtsi32_si128(*(uint32_t *)(src_ptr + 0 * src_stride)),
+        _mm_cvtsi32_si128(*(uint32_t *)(src_ptr + 1 * src_stride)));
+    s[1] = _mm_unpacklo_epi8(
+        _mm_cvtsi32_si128(*(uint32_t *)(src_ptr + 1 * src_stride)),
+        _mm_cvtsi32_si128(*(uint32_t *)(src_ptr + 2 * src_stride)));
+    s[2] = _mm_unpacklo_epi8(
+        _mm_cvtsi32_si128(*(uint32_t *)(src_ptr + 2 * src_stride)),
+        _mm_cvtsi32_si128(*(uint32_t *)(src_ptr + 3 * src_stride)));
+    s[3] = _mm_unpacklo_epi8(
+        _mm_cvtsi32_si128(*(uint32_t *)(src_ptr + 3 * src_stride)),
+        _mm_cvtsi32_si128(*(uint32_t *)(src_ptr + 4 * src_stride)));
+    s[4] = _mm_unpacklo_epi8(
+        _mm_cvtsi32_si128(*(uint32_t *)(src_ptr + 4 * src_stride)),
+        _mm_cvtsi32_si128(*(uint32_t *)(src_ptr + 5 * src_stride)));
+    s[5] = _mm_unpacklo_epi8(
+        _mm_cvtsi32_si128(*(uint32_t *)(src_ptr + 5 * src_stride)), src6);
+
+    do {
+      s[6] = _mm_unpacklo_epi8(
+          src6, _mm_cvtsi32_si128(*(uint32_t *)(src_ptr + 7 * src_stride)));
+      src6 = _mm_cvtsi32_si128(*(uint32_t *)(src_ptr + 8 * src_stride));
+      s[7] = _mm_unpacklo_epi8(
+          _mm_cvtsi32_si128(*(uint32_t *)(src_ptr + 7 * src_stride)), src6);
+
+      res = convolve_lo_y(s + 0, coeffs);
+      res_shift = _mm_sll_epi32(res, left_shift);
+      if (conv_params->use_jnt_comp_avg)
+        mult_add_store(dst, &res_shift, &avg_mask, &wt,
+                       conv_params->do_average);
+      else
+        add_store(dst, &res_shift, &avg_mask);
+      src_ptr += src_stride;
+      dst += dst_stride;
+
+      res = convolve_lo_y(s + 1, coeffs);
+      res_shift = _mm_sll_epi32(res, left_shift);
+      if (conv_params->use_jnt_comp_avg)
+        mult_add_store(dst, &res_shift, &avg_mask, &wt,
+                       conv_params->do_average);
+      else
+        add_store(dst, &res_shift, &avg_mask);
+      src_ptr += src_stride;
+      dst += dst_stride;
+
+      s[0] = s[2];
+      s[1] = s[3];
+      s[2] = s[4];
+      s[3] = s[5];
+      s[4] = s[6];
+      s[5] = s[7];
+      h -= 2;
+    } while (h);
+  } else {
+    assert(!(w % 8));
+    int j = 0;
+    do {
+      __m128i s[8], src6, res_lo, res_hi, res_lo_shift, res_hi_shift;
+      const uint8_t *data = &src_ptr[j];
+
+      src6 = _mm_loadl_epi64((__m128i *)(data + 6 * src_stride));
+      s[0] = _mm_unpacklo_epi8(
+          _mm_loadl_epi64((__m128i *)(data + 0 * src_stride)),
+          _mm_loadl_epi64((__m128i *)(data + 1 * src_stride)));
+      s[1] = _mm_unpacklo_epi8(
+          _mm_loadl_epi64((__m128i *)(data + 1 * src_stride)),
+          _mm_loadl_epi64((__m128i *)(data + 2 * src_stride)));
+      s[2] = _mm_unpacklo_epi8(
+          _mm_loadl_epi64((__m128i *)(data + 2 * src_stride)),
+          _mm_loadl_epi64((__m128i *)(data + 3 * src_stride)));
+      s[3] = _mm_unpacklo_epi8(
+          _mm_loadl_epi64((__m128i *)(data + 3 * src_stride)),
+          _mm_loadl_epi64((__m128i *)(data + 4 * src_stride)));
+      s[4] = _mm_unpacklo_epi8(
+          _mm_loadl_epi64((__m128i *)(data + 4 * src_stride)),
+          _mm_loadl_epi64((__m128i *)(data + 5 * src_stride)));
+      s[5] = _mm_unpacklo_epi8(
+          _mm_loadl_epi64((__m128i *)(data + 5 * src_stride)), src6);
+
+      int i = 0;
+      do {
+        data = &src_ptr[i * src_stride + j];
+        s[6] = _mm_unpacklo_epi8(
+            src6, _mm_loadl_epi64((__m128i *)(data + 7 * src_stride)));
+        src6 = _mm_loadl_epi64((__m128i *)(data + 8 * src_stride));
+        s[7] = _mm_unpacklo_epi8(
+            _mm_loadl_epi64((__m128i *)(data + 7 * src_stride)), src6);
+
+        res_lo = convolve_lo_y(s, coeffs);  // Filter low index pixels
+        res_hi = convolve_hi_y(s, coeffs);  // Filter high index pixels
+        res_lo_shift = _mm_sll_epi32(res_lo, left_shift);
+        res_hi_shift = _mm_sll_epi32(res_hi, left_shift);
+        if (conv_params->use_jnt_comp_avg) {
+          mult_add_store(dst + i * dst_stride + j + 0, &res_lo_shift, &avg_mask,
+                         &wt, conv_params->do_average);
+          mult_add_store(dst + i * dst_stride + j + 4, &res_hi_shift, &avg_mask,
+                         &wt, conv_params->do_average);
+        } else {
+          add_store(dst + i * dst_stride + j + 0, &res_lo_shift, &avg_mask);
+          add_store(dst + i * dst_stride + j + 4, &res_hi_shift, &avg_mask);
+        }
+        i++;
+
+        res_lo = convolve_lo_y(s + 1, coeffs);  // Filter low index pixels
+        res_hi = convolve_hi_y(s + 1, coeffs);  // Filter high index pixels
+        res_lo_shift = _mm_sll_epi32(res_lo, left_shift);
+        res_hi_shift = _mm_sll_epi32(res_hi, left_shift);
+        if (conv_params->use_jnt_comp_avg) {
+          mult_add_store(dst + i * dst_stride + j + 0, &res_lo_shift, &avg_mask,
+                         &wt, conv_params->do_average);
+          mult_add_store(dst + i * dst_stride + j + 4, &res_hi_shift, &avg_mask,
+                         &wt, conv_params->do_average);
+        } else {
+          add_store(dst + i * dst_stride + j + 0, &res_lo_shift, &avg_mask);
+          add_store(dst + i * dst_stride + j + 4, &res_hi_shift, &avg_mask);
+        }
+        i++;
+
+        s[0] = s[2];
+        s[1] = s[3];
+        s[2] = s[4];
+        s[3] = s[5];
+        s[4] = s[6];
+        s[5] = s[7];
+      } while (i < h);
+      j += 8;
+    } while (j < w);
+  }
+}
+
+void av1_jnt_convolve_x_sse4_1(const uint8_t *src, int src_stride,
+                               const uint8_t *dst0, int dst_stride0, int w,
+                               int h, InterpFilterParams *filter_params_x,
+                               InterpFilterParams *filter_params_y,
+                               const int subpel_x_q4, const int subpel_y_q4,
+                               ConvolveParams *conv_params) {
+  CONV_BUF_TYPE *dst = conv_params->dst;
+  const int dst_stride = conv_params->dst_stride;
+  const int fo_horiz = filter_params_x->taps / 2 - 1;
+  const uint8_t *src_ptr = src - fo_horiz;
+  const int bits = FILTER_BITS - conv_params->round_1;
+  const __m128i left_shift = _mm_cvtsi32_si128(bits);
+  const __m128i avg_mask = _mm_set1_epi32(conv_params->do_average ? -1 : 0);
+  const __m128i round_const = _mm_set1_epi32((1 << conv_params->round_0) >> 1);
+  const __m128i round_shift = _mm_cvtsi32_si128(conv_params->round_0);
+  const int w0 = conv_params->fwd_offset;
+  const int w1 = conv_params->bck_offset;
+  const __m128i wt0 = _mm_set1_epi32(w0);
+  const __m128i wt1 = _mm_set1_epi32(w1);
+  const __m128i wt = conv_params->do_average ? wt1 : wt0;
+  __m128i coeffs[4];
+
+  (void)filter_params_y;
+  (void)subpel_y_q4;
+  (void)dst0;
+  (void)dst_stride0;
+
+  prepare_coeffs(filter_params_x, subpel_x_q4, coeffs);
+
+  if (w == 4) {
+    do {
+      const __m128i data = _mm_loadu_si128((__m128i *)src_ptr);
+      __m128i s[4];
+
+      s[0] = _mm_unpacklo_epi8(data, _mm_srli_si128(data, 1));
+      s[1] =
+          _mm_unpacklo_epi8(_mm_srli_si128(data, 2), _mm_srli_si128(data, 3));
+      s[2] =
+          _mm_unpacklo_epi8(_mm_srli_si128(data, 4), _mm_srli_si128(data, 5));
+      s[3] =
+          _mm_unpacklo_epi8(_mm_srli_si128(data, 6), _mm_srli_si128(data, 7));
+      const __m128i res_lo = convolve_lo_x(s, coeffs);
+      const __m128i res_lo_round =
+          _mm_sra_epi32(_mm_add_epi32(res_lo, round_const), round_shift);
+      const __m128i res_lo_shift = _mm_sll_epi32(res_lo_round, left_shift);
+
+      // Accumulate values into the destination buffer
+      if (conv_params->use_jnt_comp_avg)
+        mult_add_store(dst, &res_lo_shift, &avg_mask, &wt,
+                       conv_params->do_average);
+      else
+        add_store(dst, &res_lo_shift, &avg_mask);
+      src_ptr += src_stride;
+      dst += dst_stride;
+    } while (--h);
+  } else {
+    assert(!(w % 8));
+    int i = 0;
+    do {
+      int j = 0;
+      do {
+        const __m128i data =
+            _mm_loadu_si128((__m128i *)&src_ptr[i * src_stride + j]);
+        __m128i s[4];
+
+        // Filter even-index pixels
+        s[0] = data;
+        s[1] = _mm_srli_si128(data, 2);
+        s[2] = _mm_srli_si128(data, 4);
+        s[3] = _mm_srli_si128(data, 6);
+        const __m128i res_even = convolve_lo_x(s, coeffs);
+
+        // Filter odd-index pixels
+        s[0] = _mm_srli_si128(data, 1);
+        s[1] = _mm_srli_si128(data, 3);
+        s[2] = _mm_srli_si128(data, 5);
+        s[3] = _mm_srli_si128(data, 7);
+        const __m128i res_odd = convolve_lo_x(s, coeffs);
+
+        // Rearrange pixels back into the order 0 ... 7
+        const __m128i res_lo = _mm_unpacklo_epi32(res_even, res_odd);
+        const __m128i res_hi = _mm_unpackhi_epi32(res_even, res_odd);
+        const __m128i res_lo_round =
+            _mm_sra_epi32(_mm_add_epi32(res_lo, round_const), round_shift);
+        const __m128i res_hi_round =
+            _mm_sra_epi32(_mm_add_epi32(res_hi, round_const), round_shift);
+        const __m128i res_lo_shift = _mm_sll_epi32(res_lo_round, left_shift);
+        const __m128i res_hi_shift = _mm_sll_epi32(res_hi_round, left_shift);
+
+        // Accumulate values into the destination buffer
+        if (conv_params->use_jnt_comp_avg) {
+          mult_add_store(dst + i * dst_stride + j + 0, &res_lo_shift, &avg_mask,
+                         &wt, conv_params->do_average);
+          mult_add_store(dst + i * dst_stride + j + 4, &res_hi_shift, &avg_mask,
+                         &wt, conv_params->do_average);
+        } else {
+          add_store(dst + i * dst_stride + j + 0, &res_lo_shift, &avg_mask);
+          add_store(dst + i * dst_stride + j + 4, &res_hi_shift, &avg_mask);
+        }
+        j += 8;
+      } while (j < w);
+    } while (++i < h);
+  }
+}
+
+void av1_jnt_convolve_2d_sse4_1(const uint8_t *src, int src_stride,
+                                uint8_t *dst0, int dst_stride0, int w, int h,
+                                InterpFilterParams *filter_params_x,
+                                InterpFilterParams *filter_params_y,
+                                const int subpel_x_q4, const int subpel_y_q4,
+                                ConvolveParams *conv_params) {
+  CONV_BUF_TYPE *dst = conv_params->dst;
+  int dst_stride = conv_params->dst_stride;
+  const int bd = 8;
+  (void)dst0;
+  (void)dst_stride0;
+
+  DECLARE_ALIGNED(16, int16_t,
+                  im_block[(MAX_SB_SIZE + MAX_FILTER_TAP - 1) * MAX_SB_SIZE]);
+  int im_h = h + filter_params_y->taps - 1;
+  int im_stride = MAX_SB_SIZE;
+  int i, j;
+  const int fo_vert = filter_params_y->taps / 2 - 1;
+  const int fo_horiz = filter_params_x->taps / 2 - 1;
+  const int do_average = conv_params->do_average;
+  const uint8_t *const src_ptr = src - fo_vert * src_stride - fo_horiz;
+
+  const __m128i zero = _mm_setzero_si128();
+
+  const int w0 = conv_params->fwd_offset;
+  const int w1 = conv_params->bck_offset;
+  const __m128i wt0 = _mm_set_epi32(w0, w0, w0, w0);
+  const __m128i wt1 = _mm_set_epi32(w1, w1, w1, w1);
+
+  /* Horizontal filter */
+  {
+    const int16_t *x_filter = av1_get_interp_filter_subpel_kernel(
+        *filter_params_x, subpel_x_q4 & SUBPEL_MASK);
+    const __m128i coeffs_x = _mm_loadu_si128((__m128i *)x_filter);
+
+    // coeffs 0 1 0 1 2 3 2 3
+    const __m128i tmp_0 = _mm_unpacklo_epi32(coeffs_x, coeffs_x);
+    // coeffs 4 5 4 5 6 7 6 7
+    const __m128i tmp_1 = _mm_unpackhi_epi32(coeffs_x, coeffs_x);
+
+    // coeffs 0 1 0 1 0 1 0 1
+    const __m128i coeff_01 = _mm_unpacklo_epi64(tmp_0, tmp_0);
+    // coeffs 2 3 2 3 2 3 2 3
+    const __m128i coeff_23 = _mm_unpackhi_epi64(tmp_0, tmp_0);
+    // coeffs 4 5 4 5 4 5 4 5
+    const __m128i coeff_45 = _mm_unpacklo_epi64(tmp_1, tmp_1);
+    // coeffs 6 7 6 7 6 7 6 7
+    const __m128i coeff_67 = _mm_unpackhi_epi64(tmp_1, tmp_1);
+
+    const __m128i round_const = _mm_set1_epi32(
+        ((1 << conv_params->round_0) >> 1) + (1 << (bd + FILTER_BITS - 1)));
+    const __m128i round_shift = _mm_cvtsi32_si128(conv_params->round_0);
+
+    for (i = 0; i < im_h; ++i) {
+      for (j = 0; j < w; j += 8) {
+        const __m128i data =
+            _mm_loadu_si128((__m128i *)&src_ptr[i * src_stride + j]);
+
+        const __m128i src_lo = _mm_unpacklo_epi8(data, zero);
+        const __m128i src_hi = _mm_unpackhi_epi8(data, zero);
+
+        // Filter even-index pixels
+        const __m128i res_0 = _mm_madd_epi16(src_lo, coeff_01);
+        const __m128i src_2 = _mm_alignr_epi8(src_hi, src_lo, 4);
+        const __m128i res_2 = _mm_madd_epi16(src_2, coeff_23);
+        const __m128i src_4 = _mm_alignr_epi8(src_hi, src_lo, 8);
+        const __m128i res_4 = _mm_madd_epi16(src_4, coeff_45);
+        const __m128i src_6 = _mm_alignr_epi8(src_hi, src_lo, 12);
+        const __m128i res_6 = _mm_madd_epi16(src_6, coeff_67);
+
+        __m128i res_even = _mm_add_epi32(_mm_add_epi32(res_0, res_4),
+                                         _mm_add_epi32(res_2, res_6));
+        res_even =
+            _mm_sra_epi32(_mm_add_epi32(res_even, round_const), round_shift);
+
+        // Filter odd-index pixels
+        const __m128i src_1 = _mm_alignr_epi8(src_hi, src_lo, 2);
+        const __m128i res_1 = _mm_madd_epi16(src_1, coeff_01);
+        const __m128i src_3 = _mm_alignr_epi8(src_hi, src_lo, 6);
+        const __m128i res_3 = _mm_madd_epi16(src_3, coeff_23);
+        const __m128i src_5 = _mm_alignr_epi8(src_hi, src_lo, 10);
+        const __m128i res_5 = _mm_madd_epi16(src_5, coeff_45);
+        const __m128i src_7 = _mm_alignr_epi8(src_hi, src_lo, 14);
+        const __m128i res_7 = _mm_madd_epi16(src_7, coeff_67);
+
+        __m128i res_odd = _mm_add_epi32(_mm_add_epi32(res_1, res_5),
+                                        _mm_add_epi32(res_3, res_7));
+        res_odd =
+            _mm_sra_epi32(_mm_add_epi32(res_odd, round_const), round_shift);
+
+        // Pack in the column order 0, 2, 4, 6, 1, 3, 5, 7
+        __m128i res = _mm_packs_epi32(res_even, res_odd);
+        _mm_storeu_si128((__m128i *)&im_block[i * im_stride + j], res);
+      }
+    }
+  }
+
+  /* Vertical filter */
+  {
+    const int16_t *y_filter = av1_get_interp_filter_subpel_kernel(
+        *filter_params_y, subpel_y_q4 & SUBPEL_MASK);
+    const __m128i coeffs_y = _mm_loadu_si128((__m128i *)y_filter);
+
+    // coeffs 0 1 0 1 2 3 2 3
+    const __m128i tmp_0 = _mm_unpacklo_epi32(coeffs_y, coeffs_y);
+    // coeffs 4 5 4 5 6 7 6 7
+    const __m128i tmp_1 = _mm_unpackhi_epi32(coeffs_y, coeffs_y);
+
+    // coeffs 0 1 0 1 0 1 0 1
+    const __m128i coeff_01 = _mm_unpacklo_epi64(tmp_0, tmp_0);
+    // coeffs 2 3 2 3 2 3 2 3
+    const __m128i coeff_23 = _mm_unpackhi_epi64(tmp_0, tmp_0);
+    // coeffs 4 5 4 5 4 5 4 5
+    const __m128i coeff_45 = _mm_unpacklo_epi64(tmp_1, tmp_1);
+    // coeffs 6 7 6 7 6 7 6 7
+    const __m128i coeff_67 = _mm_unpackhi_epi64(tmp_1, tmp_1);
+
+    const __m128i round_const = _mm_set1_epi32(
+        ((1 << conv_params->round_1) >> 1) -
+        (1 << (bd + 2 * FILTER_BITS - conv_params->round_0 - 1)));
+    const __m128i round_shift = _mm_cvtsi32_si128(conv_params->round_1);
+
+    for (i = 0; i < h; ++i) {
+      for (j = 0; j < w; j += 8) {
+        // Filter even-index pixels
+        const int16_t *data = &im_block[i * im_stride + j];
+        const __m128i src_0 =
+            _mm_unpacklo_epi16(*(__m128i *)(data + 0 * im_stride),
+                               *(__m128i *)(data + 1 * im_stride));
+        const __m128i src_2 =
+            _mm_unpacklo_epi16(*(__m128i *)(data + 2 * im_stride),
+                               *(__m128i *)(data + 3 * im_stride));
+        const __m128i src_4 =
+            _mm_unpacklo_epi16(*(__m128i *)(data + 4 * im_stride),
+                               *(__m128i *)(data + 5 * im_stride));
+        const __m128i src_6 =
+            _mm_unpacklo_epi16(*(__m128i *)(data + 6 * im_stride),
+                               *(__m128i *)(data + 7 * im_stride));
+
+        const __m128i res_0 = _mm_madd_epi16(src_0, coeff_01);
+        const __m128i res_2 = _mm_madd_epi16(src_2, coeff_23);
+        const __m128i res_4 = _mm_madd_epi16(src_4, coeff_45);
+        const __m128i res_6 = _mm_madd_epi16(src_6, coeff_67);
+
+        const __m128i res_even = _mm_add_epi32(_mm_add_epi32(res_0, res_2),
+                                               _mm_add_epi32(res_4, res_6));
+
+        // Filter odd-index pixels
+        const __m128i src_1 =
+            _mm_unpackhi_epi16(*(__m128i *)(data + 0 * im_stride),
+                               *(__m128i *)(data + 1 * im_stride));
+        const __m128i src_3 =
+            _mm_unpackhi_epi16(*(__m128i *)(data + 2 * im_stride),
+                               *(__m128i *)(data + 3 * im_stride));
+        const __m128i src_5 =
+            _mm_unpackhi_epi16(*(__m128i *)(data + 4 * im_stride),
+                               *(__m128i *)(data + 5 * im_stride));
+        const __m128i src_7 =
+            _mm_unpackhi_epi16(*(__m128i *)(data + 6 * im_stride),
+                               *(__m128i *)(data + 7 * im_stride));
+
+        const __m128i res_1 = _mm_madd_epi16(src_1, coeff_01);
+        const __m128i res_3 = _mm_madd_epi16(src_3, coeff_23);
+        const __m128i res_5 = _mm_madd_epi16(src_5, coeff_45);
+        const __m128i res_7 = _mm_madd_epi16(src_7, coeff_67);
+
+        const __m128i res_odd = _mm_add_epi32(_mm_add_epi32(res_1, res_3),
+                                              _mm_add_epi32(res_5, res_7));
+
+        // Rearrange pixels back into the order 0 ... 7
+        const __m128i res_lo = _mm_unpacklo_epi32(res_even, res_odd);
+        const __m128i res_hi = _mm_unpackhi_epi32(res_even, res_odd);
+
+        const __m128i res_lo_round =
+            _mm_sra_epi32(_mm_add_epi32(res_lo, round_const), round_shift);
+        const __m128i res_hi_round =
+            _mm_sra_epi32(_mm_add_epi32(res_hi, round_const), round_shift);
+
+        if (conv_params->use_jnt_comp_avg) {
+          // FIXME(chengchen): validate this implementation
+          // original c function at: av1/common/convolve.c: av1_convolve_2d_c
+          __m128i *const p = (__m128i *)&dst[i * dst_stride + j];
+          if (do_average) {
+            _mm_storeu_si128(
+                p + 0, _mm_srai_epi32(
+                           _mm_add_epi32(_mm_loadu_si128(p + 0),
+                                         _mm_mullo_epi32(res_lo_round, wt1)),
+                           DIST_PRECISION_BITS - 1));
+
+            _mm_storeu_si128(
+                p + 1, _mm_srai_epi32(
+                           _mm_add_epi32(_mm_loadu_si128(p + 1),
+                                         _mm_mullo_epi32(res_hi_round, wt1)),
+                           DIST_PRECISION_BITS - 1));
+          } else {
+            _mm_storeu_si128(p + 0, _mm_mullo_epi32(res_lo_round, wt0));
+            _mm_storeu_si128(p + 1, _mm_mullo_epi32(res_hi_round, wt0));
+          }
+        } else {
+          // Accumulate values into the destination buffer
+          __m128i *const p = (__m128i *)&dst[i * dst_stride + j];
+          if (do_average) {
+            _mm_storeu_si128(
+                p + 0, _mm_add_epi32(_mm_loadu_si128(p + 0), res_lo_round));
+            _mm_storeu_si128(
+                p + 1, _mm_add_epi32(_mm_loadu_si128(p + 1), res_hi_round));
+          } else {
+            _mm_storeu_si128(p + 0, res_lo_round);
+            _mm_storeu_si128(p + 1, res_hi_round);
+          }
+        }
+      }
+    }
+  }
+}
+#endif