1*4bdc9457SAndroid Build Coastguard Worker // Auto-generated file. Do not edit!
2*4bdc9457SAndroid Build Coastguard Worker // Template: src/f32-spmm/scalar-pipelined.c.in
3*4bdc9457SAndroid Build Coastguard Worker // Generator: tools/xngen
4*4bdc9457SAndroid Build Coastguard Worker //
5*4bdc9457SAndroid Build Coastguard Worker // Copyright 2019 Google LLC
6*4bdc9457SAndroid Build Coastguard Worker //
7*4bdc9457SAndroid Build Coastguard Worker // This source code is licensed under the BSD-style license found in the
8*4bdc9457SAndroid Build Coastguard Worker // LICENSE file in the root directory of this source tree.
9*4bdc9457SAndroid Build Coastguard Worker
10*4bdc9457SAndroid Build Coastguard Worker #include <assert.h>
11*4bdc9457SAndroid Build Coastguard Worker
12*4bdc9457SAndroid Build Coastguard Worker #include <xnnpack/math.h>
13*4bdc9457SAndroid Build Coastguard Worker #include <xnnpack/spmm.h>
14*4bdc9457SAndroid Build Coastguard Worker
15*4bdc9457SAndroid Build Coastguard Worker
xnn_f32_spmm_minmax_ukernel_2x1__scalar_pipelined(size_t mc,size_t nc,const float * restrict input,const float * restrict weights,const int32_t * restrict widx_dmap,const uint32_t * restrict nidx_nnzmap,float * restrict output,size_t output_stride,const union xnn_f32_minmax_params params[restrict XNN_MIN_ELEMENTS (1)])16*4bdc9457SAndroid Build Coastguard Worker void xnn_f32_spmm_minmax_ukernel_2x1__scalar_pipelined(
17*4bdc9457SAndroid Build Coastguard Worker size_t mc,
18*4bdc9457SAndroid Build Coastguard Worker size_t nc,
19*4bdc9457SAndroid Build Coastguard Worker const float*restrict input,
20*4bdc9457SAndroid Build Coastguard Worker const float*restrict weights,
21*4bdc9457SAndroid Build Coastguard Worker const int32_t*restrict widx_dmap,
22*4bdc9457SAndroid Build Coastguard Worker const uint32_t*restrict nidx_nnzmap,
23*4bdc9457SAndroid Build Coastguard Worker float*restrict output,
24*4bdc9457SAndroid Build Coastguard Worker size_t output_stride,
25*4bdc9457SAndroid Build Coastguard Worker const union xnn_f32_minmax_params params[restrict XNN_MIN_ELEMENTS(1)])
26*4bdc9457SAndroid Build Coastguard Worker {
27*4bdc9457SAndroid Build Coastguard Worker assert(mc != 0);
28*4bdc9457SAndroid Build Coastguard Worker assert(mc % sizeof(float) == 0);
29*4bdc9457SAndroid Build Coastguard Worker assert(nc != 0);
30*4bdc9457SAndroid Build Coastguard Worker
31*4bdc9457SAndroid Build Coastguard Worker const float vmin = params->scalar.min;
32*4bdc9457SAndroid Build Coastguard Worker const float vmax = params->scalar.max;
33*4bdc9457SAndroid Build Coastguard Worker size_t output_decrement = output_stride * nc - 2 * sizeof(float);
34*4bdc9457SAndroid Build Coastguard Worker while XNN_LIKELY(mc >= 2 * sizeof(float)) {
35*4bdc9457SAndroid Build Coastguard Worker const float*restrict w = weights;
36*4bdc9457SAndroid Build Coastguard Worker const int32_t* dmap = widx_dmap;
37*4bdc9457SAndroid Build Coastguard Worker const uint32_t* nnzmap = nidx_nnzmap;
38*4bdc9457SAndroid Build Coastguard Worker float vw = *w++;
39*4bdc9457SAndroid Build Coastguard Worker intptr_t diff = *dmap++;
40*4bdc9457SAndroid Build Coastguard Worker float vi0 = input[0];
41*4bdc9457SAndroid Build Coastguard Worker float vi1 = input[1];
42*4bdc9457SAndroid Build Coastguard Worker size_t n = nc;
43*4bdc9457SAndroid Build Coastguard Worker do {
44*4bdc9457SAndroid Build Coastguard Worker uint32_t nnz = *nnzmap++;
45*4bdc9457SAndroid Build Coastguard Worker float vacc0 = vw;
46*4bdc9457SAndroid Build Coastguard Worker float vacc1 = vw;
47*4bdc9457SAndroid Build Coastguard Worker vw = *w++;
48*4bdc9457SAndroid Build Coastguard Worker if XNN_LIKELY(nnz != 0) {
49*4bdc9457SAndroid Build Coastguard Worker do {
50*4bdc9457SAndroid Build Coastguard Worker vacc0 += vi0 * vw;
51*4bdc9457SAndroid Build Coastguard Worker vacc1 += vi1 * vw;
52*4bdc9457SAndroid Build Coastguard Worker input = (const float*restrict) ((uintptr_t) input + (uintptr_t) diff);
53*4bdc9457SAndroid Build Coastguard Worker
54*4bdc9457SAndroid Build Coastguard Worker diff = *dmap++;
55*4bdc9457SAndroid Build Coastguard Worker vw = *w++;
56*4bdc9457SAndroid Build Coastguard Worker vi0 = input[0];
57*4bdc9457SAndroid Build Coastguard Worker vi1 = input[1];
58*4bdc9457SAndroid Build Coastguard Worker } while (--nnz != 0);
59*4bdc9457SAndroid Build Coastguard Worker }
60*4bdc9457SAndroid Build Coastguard Worker float vout0 = math_min_f32(vacc0, vmax);
61*4bdc9457SAndroid Build Coastguard Worker float vout1 = math_min_f32(vacc1, vmax);
62*4bdc9457SAndroid Build Coastguard Worker vout0 = math_max_f32(vout0, vmin);
63*4bdc9457SAndroid Build Coastguard Worker vout1 = math_max_f32(vout1, vmin);
64*4bdc9457SAndroid Build Coastguard Worker output[0] = vout0;
65*4bdc9457SAndroid Build Coastguard Worker output[1] = vout1;
66*4bdc9457SAndroid Build Coastguard Worker output = (float*restrict) ((uintptr_t) output + output_stride);
67*4bdc9457SAndroid Build Coastguard Worker } while (--n != 0);
68*4bdc9457SAndroid Build Coastguard Worker output = (float*restrict) ((uintptr_t) output - output_decrement);
69*4bdc9457SAndroid Build Coastguard Worker input += 2;
70*4bdc9457SAndroid Build Coastguard Worker mc -= 2 * sizeof(float);
71*4bdc9457SAndroid Build Coastguard Worker }
72*4bdc9457SAndroid Build Coastguard Worker if XNN_UNLIKELY(mc != 0) {
73*4bdc9457SAndroid Build Coastguard Worker output_decrement += 1 * sizeof(float);
74*4bdc9457SAndroid Build Coastguard Worker if (mc & (1 * sizeof(float))) {
75*4bdc9457SAndroid Build Coastguard Worker const float*restrict w = weights;
76*4bdc9457SAndroid Build Coastguard Worker const int32_t* dmap = widx_dmap;
77*4bdc9457SAndroid Build Coastguard Worker const uint32_t* nnzmap = nidx_nnzmap;
78*4bdc9457SAndroid Build Coastguard Worker float vw = *w++;
79*4bdc9457SAndroid Build Coastguard Worker intptr_t diff = *dmap++;
80*4bdc9457SAndroid Build Coastguard Worker float vi0 = input[0];
81*4bdc9457SAndroid Build Coastguard Worker size_t n = nc;
82*4bdc9457SAndroid Build Coastguard Worker do {
83*4bdc9457SAndroid Build Coastguard Worker uint32_t nnz = *nnzmap++;
84*4bdc9457SAndroid Build Coastguard Worker float vacc0 = vw;
85*4bdc9457SAndroid Build Coastguard Worker vw = *w++;
86*4bdc9457SAndroid Build Coastguard Worker if XNN_LIKELY(nnz != 0) {
87*4bdc9457SAndroid Build Coastguard Worker do {
88*4bdc9457SAndroid Build Coastguard Worker vacc0 += vi0 * vw;
89*4bdc9457SAndroid Build Coastguard Worker input = (const float*restrict) ((uintptr_t) input + (uintptr_t) diff);
90*4bdc9457SAndroid Build Coastguard Worker
91*4bdc9457SAndroid Build Coastguard Worker diff = *dmap++;
92*4bdc9457SAndroid Build Coastguard Worker vw = *w++;
93*4bdc9457SAndroid Build Coastguard Worker vi0 = input[0];
94*4bdc9457SAndroid Build Coastguard Worker } while (--nnz != 0);
95*4bdc9457SAndroid Build Coastguard Worker }
96*4bdc9457SAndroid Build Coastguard Worker float vout0 = math_min_f32(vacc0, vmax);
97*4bdc9457SAndroid Build Coastguard Worker vout0 = math_max_f32(vout0, vmin);
98*4bdc9457SAndroid Build Coastguard Worker output[0] = vout0;
99*4bdc9457SAndroid Build Coastguard Worker output = (float*restrict) ((uintptr_t) output + output_stride);
100*4bdc9457SAndroid Build Coastguard Worker } while (--n != 0);
101*4bdc9457SAndroid Build Coastguard Worker output = (float*restrict) ((uintptr_t) output - output_decrement);
102*4bdc9457SAndroid Build Coastguard Worker input += 1;
103*4bdc9457SAndroid Build Coastguard Worker }
104*4bdc9457SAndroid Build Coastguard Worker }
105*4bdc9457SAndroid Build Coastguard Worker }
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