xref: /aosp_15_r20/external/XNNPACK/src/subgraph/ceiling.c (revision 4bdc94577ba0e567308109d787f7fec7b531ce36)
1*4bdc9457SAndroid Build Coastguard Worker // Copyright 2020 Google LLC
2*4bdc9457SAndroid Build Coastguard Worker //
3*4bdc9457SAndroid Build Coastguard Worker // This source code is licensed under the BSD-style license found in the
4*4bdc9457SAndroid Build Coastguard Worker // LICENSE file in the root directory of this source tree.
5*4bdc9457SAndroid Build Coastguard Worker 
6*4bdc9457SAndroid Build Coastguard Worker #include <assert.h>
7*4bdc9457SAndroid Build Coastguard Worker #include <math.h>
8*4bdc9457SAndroid Build Coastguard Worker #include <stddef.h>
9*4bdc9457SAndroid Build Coastguard Worker #include <stdint.h>
10*4bdc9457SAndroid Build Coastguard Worker 
11*4bdc9457SAndroid Build Coastguard Worker #include <xnnpack.h>
12*4bdc9457SAndroid Build Coastguard Worker #include <xnnpack/log.h>
13*4bdc9457SAndroid Build Coastguard Worker #include <xnnpack/operator.h>
14*4bdc9457SAndroid Build Coastguard Worker #include <xnnpack/params.h>
15*4bdc9457SAndroid Build Coastguard Worker #include <xnnpack/subgraph.h>
16*4bdc9457SAndroid Build Coastguard Worker #include <xnnpack/subgraph-validation.h>
17*4bdc9457SAndroid Build Coastguard Worker 
18*4bdc9457SAndroid Build Coastguard Worker 
create_ceiling_operator(const struct xnn_node * node,const struct xnn_value * values,size_t num_values,struct xnn_operator_data * opdata,const struct xnn_caches * caches)19*4bdc9457SAndroid Build Coastguard Worker static enum xnn_status create_ceiling_operator(
20*4bdc9457SAndroid Build Coastguard Worker   const struct xnn_node* node,
21*4bdc9457SAndroid Build Coastguard Worker   const struct xnn_value* values,
22*4bdc9457SAndroid Build Coastguard Worker   size_t num_values,
23*4bdc9457SAndroid Build Coastguard Worker   struct xnn_operator_data* opdata,
24*4bdc9457SAndroid Build Coastguard Worker   const struct xnn_caches* caches)
25*4bdc9457SAndroid Build Coastguard Worker {
26*4bdc9457SAndroid Build Coastguard Worker   assert(node->num_inputs == 1);
27*4bdc9457SAndroid Build Coastguard Worker   const uint32_t input_id = node->inputs[0];
28*4bdc9457SAndroid Build Coastguard Worker   assert(input_id != XNN_INVALID_VALUE_ID);
29*4bdc9457SAndroid Build Coastguard Worker   assert(input_id < num_values);
30*4bdc9457SAndroid Build Coastguard Worker 
31*4bdc9457SAndroid Build Coastguard Worker   assert(node->num_outputs == 1);
32*4bdc9457SAndroid Build Coastguard Worker   const uint32_t output_id = node->outputs[0];
33*4bdc9457SAndroid Build Coastguard Worker   assert(output_id != XNN_INVALID_VALUE_ID);
34*4bdc9457SAndroid Build Coastguard Worker   assert(output_id < num_values);
35*4bdc9457SAndroid Build Coastguard Worker 
36*4bdc9457SAndroid Build Coastguard Worker   const size_t num_input_dims = values[input_id].shape.num_dims;
37*4bdc9457SAndroid Build Coastguard Worker   const size_t channel_dim = num_input_dims == 0 ? 1 : values[input_id].shape.dim[num_input_dims - 1];
38*4bdc9457SAndroid Build Coastguard Worker 
39*4bdc9457SAndroid Build Coastguard Worker   enum xnn_status status;
40*4bdc9457SAndroid Build Coastguard Worker   switch (node->compute_type) {
41*4bdc9457SAndroid Build Coastguard Worker     case xnn_compute_type_fp32:
42*4bdc9457SAndroid Build Coastguard Worker       status = xnn_create_ceiling_nc_f32(
43*4bdc9457SAndroid Build Coastguard Worker         channel_dim /* channels */, channel_dim /* input stride */, channel_dim /* output stride */,
44*4bdc9457SAndroid Build Coastguard Worker         node->flags,
45*4bdc9457SAndroid Build Coastguard Worker         &opdata->operator_objects[0]);
46*4bdc9457SAndroid Build Coastguard Worker       break;
47*4bdc9457SAndroid Build Coastguard Worker #ifndef XNN_NO_F16_OPERATORS
48*4bdc9457SAndroid Build Coastguard Worker     case xnn_compute_type_fp16:
49*4bdc9457SAndroid Build Coastguard Worker       status = xnn_create_ceiling_nc_f16(
50*4bdc9457SAndroid Build Coastguard Worker         channel_dim /* channels */, channel_dim /* input stride */, channel_dim /* output stride */,
51*4bdc9457SAndroid Build Coastguard Worker         node->flags,
52*4bdc9457SAndroid Build Coastguard Worker         &opdata->operator_objects[0]);
53*4bdc9457SAndroid Build Coastguard Worker       break;
54*4bdc9457SAndroid Build Coastguard Worker #endif  // !defined(XNN_NO_F16_OPERATORS)
55*4bdc9457SAndroid Build Coastguard Worker     default:
56*4bdc9457SAndroid Build Coastguard Worker       XNN_UNREACHABLE;
57*4bdc9457SAndroid Build Coastguard Worker   }
58*4bdc9457SAndroid Build Coastguard Worker   if (status == xnn_status_success) {
59*4bdc9457SAndroid Build Coastguard Worker     opdata->batch_size = xnn_shape_multiply_non_channel_dims(&values[input_id].shape);
60*4bdc9457SAndroid Build Coastguard Worker     opdata->inputs[0] = input_id;
61*4bdc9457SAndroid Build Coastguard Worker     opdata->outputs[0] = output_id;
62*4bdc9457SAndroid Build Coastguard Worker   }
63*4bdc9457SAndroid Build Coastguard Worker   return status;
64*4bdc9457SAndroid Build Coastguard Worker }
65*4bdc9457SAndroid Build Coastguard Worker 
setup_ceiling_operator(const struct xnn_operator_data * opdata,const struct xnn_blob * blobs,size_t num_blobs,pthreadpool_t threadpool)66*4bdc9457SAndroid Build Coastguard Worker static enum xnn_status setup_ceiling_operator(
67*4bdc9457SAndroid Build Coastguard Worker   const struct xnn_operator_data* opdata,
68*4bdc9457SAndroid Build Coastguard Worker   const struct xnn_blob* blobs,
69*4bdc9457SAndroid Build Coastguard Worker   size_t num_blobs,
70*4bdc9457SAndroid Build Coastguard Worker   pthreadpool_t threadpool)
71*4bdc9457SAndroid Build Coastguard Worker {
72*4bdc9457SAndroid Build Coastguard Worker   const uint32_t input_id = opdata->inputs[0];
73*4bdc9457SAndroid Build Coastguard Worker   assert(input_id != XNN_INVALID_VALUE_ID);
74*4bdc9457SAndroid Build Coastguard Worker   assert(input_id < num_blobs);
75*4bdc9457SAndroid Build Coastguard Worker 
76*4bdc9457SAndroid Build Coastguard Worker   const uint32_t output_id = opdata->outputs[0];
77*4bdc9457SAndroid Build Coastguard Worker   assert(output_id != XNN_INVALID_VALUE_ID);
78*4bdc9457SAndroid Build Coastguard Worker   assert(output_id < num_blobs);
79*4bdc9457SAndroid Build Coastguard Worker 
80*4bdc9457SAndroid Build Coastguard Worker   const struct xnn_blob* input_blob = blobs + input_id;
81*4bdc9457SAndroid Build Coastguard Worker   const void* input_data = input_blob->data;
82*4bdc9457SAndroid Build Coastguard Worker   assert(input_data != NULL);
83*4bdc9457SAndroid Build Coastguard Worker 
84*4bdc9457SAndroid Build Coastguard Worker   const struct xnn_blob* output_blob = blobs + output_id;
85*4bdc9457SAndroid Build Coastguard Worker   void* output_data = output_blob->data;
86*4bdc9457SAndroid Build Coastguard Worker   assert(output_data != NULL);
87*4bdc9457SAndroid Build Coastguard Worker 
88*4bdc9457SAndroid Build Coastguard Worker   switch (opdata->operator_objects[0]->type) {
89*4bdc9457SAndroid Build Coastguard Worker     case xnn_operator_type_ceiling_nc_f32:
90*4bdc9457SAndroid Build Coastguard Worker       return xnn_setup_ceiling_nc_f32(
91*4bdc9457SAndroid Build Coastguard Worker         opdata->operator_objects[0],
92*4bdc9457SAndroid Build Coastguard Worker         opdata->batch_size,
93*4bdc9457SAndroid Build Coastguard Worker         input_data,
94*4bdc9457SAndroid Build Coastguard Worker         output_data,
95*4bdc9457SAndroid Build Coastguard Worker         threadpool);
96*4bdc9457SAndroid Build Coastguard Worker #ifndef XNN_NO_F16_OPERATORS
97*4bdc9457SAndroid Build Coastguard Worker     case xnn_operator_type_ceiling_nc_f16:
98*4bdc9457SAndroid Build Coastguard Worker       return xnn_setup_ceiling_nc_f16(
99*4bdc9457SAndroid Build Coastguard Worker         opdata->operator_objects[0],
100*4bdc9457SAndroid Build Coastguard Worker         opdata->batch_size,
101*4bdc9457SAndroid Build Coastguard Worker         input_data,
102*4bdc9457SAndroid Build Coastguard Worker         output_data,
103*4bdc9457SAndroid Build Coastguard Worker         threadpool);
104*4bdc9457SAndroid Build Coastguard Worker #endif  // !defined(XNN_NO_F16_OPERATORS)
105*4bdc9457SAndroid Build Coastguard Worker     default:
106*4bdc9457SAndroid Build Coastguard Worker       XNN_UNREACHABLE;
107*4bdc9457SAndroid Build Coastguard Worker   }
108*4bdc9457SAndroid Build Coastguard Worker }
109*4bdc9457SAndroid Build Coastguard Worker 
xnn_define_ceiling(xnn_subgraph_t subgraph,uint32_t input_id,uint32_t output_id,uint32_t flags)110*4bdc9457SAndroid Build Coastguard Worker enum xnn_status xnn_define_ceiling(
111*4bdc9457SAndroid Build Coastguard Worker   xnn_subgraph_t subgraph,
112*4bdc9457SAndroid Build Coastguard Worker   uint32_t input_id,
113*4bdc9457SAndroid Build Coastguard Worker   uint32_t output_id,
114*4bdc9457SAndroid Build Coastguard Worker   uint32_t flags)
115*4bdc9457SAndroid Build Coastguard Worker {
116*4bdc9457SAndroid Build Coastguard Worker   enum xnn_status status;
117*4bdc9457SAndroid Build Coastguard Worker   if ((status = xnn_subgraph_check_xnnpack_initialized(xnn_node_type_ceiling)) != xnn_status_success) {
118*4bdc9457SAndroid Build Coastguard Worker     return status;
119*4bdc9457SAndroid Build Coastguard Worker   }
120*4bdc9457SAndroid Build Coastguard Worker 
121*4bdc9457SAndroid Build Coastguard Worker   if ((status = xnn_subgraph_check_input_node_id(xnn_node_type_ceiling, input_id, subgraph->num_values)) !=
122*4bdc9457SAndroid Build Coastguard Worker       xnn_status_success) {
123*4bdc9457SAndroid Build Coastguard Worker     return status;
124*4bdc9457SAndroid Build Coastguard Worker   }
125*4bdc9457SAndroid Build Coastguard Worker 
126*4bdc9457SAndroid Build Coastguard Worker   const struct xnn_value* input_value = &subgraph->values[input_id];
127*4bdc9457SAndroid Build Coastguard Worker   status = xnn_subgraph_check_input_type_dense(xnn_node_type_ceiling, input_id, input_value);
128*4bdc9457SAndroid Build Coastguard Worker   if (status != xnn_status_success) {
129*4bdc9457SAndroid Build Coastguard Worker     return status;
130*4bdc9457SAndroid Build Coastguard Worker   }
131*4bdc9457SAndroid Build Coastguard Worker 
132*4bdc9457SAndroid Build Coastguard Worker   switch (input_value->datatype) {
133*4bdc9457SAndroid Build Coastguard Worker     case xnn_datatype_fp32:
134*4bdc9457SAndroid Build Coastguard Worker       break;
135*4bdc9457SAndroid Build Coastguard Worker     default:
136*4bdc9457SAndroid Build Coastguard Worker       xnn_log_error(
137*4bdc9457SAndroid Build Coastguard Worker         "failed to define %s operator with input ID #%" PRIu32 ": unsupported Value datatype %s (%d)",
138*4bdc9457SAndroid Build Coastguard Worker         xnn_node_type_to_string(xnn_node_type_ceiling), input_id,
139*4bdc9457SAndroid Build Coastguard Worker         xnn_datatype_to_string(input_value->datatype), input_value->datatype);
140*4bdc9457SAndroid Build Coastguard Worker       return xnn_status_invalid_parameter;
141*4bdc9457SAndroid Build Coastguard Worker   }
142*4bdc9457SAndroid Build Coastguard Worker 
143*4bdc9457SAndroid Build Coastguard Worker   status = xnn_subgraph_check_output_node_id(xnn_node_type_ceiling, output_id, subgraph->num_values);
144*4bdc9457SAndroid Build Coastguard Worker   if (status != xnn_status_success) {
145*4bdc9457SAndroid Build Coastguard Worker     return status;
146*4bdc9457SAndroid Build Coastguard Worker   }
147*4bdc9457SAndroid Build Coastguard Worker 
148*4bdc9457SAndroid Build Coastguard Worker   const struct xnn_value* output_value = &subgraph->values[output_id];
149*4bdc9457SAndroid Build Coastguard Worker   status = xnn_subgraph_check_output_type_dense(xnn_node_type_ceiling, output_id, output_value);
150*4bdc9457SAndroid Build Coastguard Worker   if (status != xnn_status_success) {
151*4bdc9457SAndroid Build Coastguard Worker     return status;
152*4bdc9457SAndroid Build Coastguard Worker   }
153*4bdc9457SAndroid Build Coastguard Worker 
154*4bdc9457SAndroid Build Coastguard Worker   switch (output_value->datatype) {
155*4bdc9457SAndroid Build Coastguard Worker     case xnn_datatype_fp32:
156*4bdc9457SAndroid Build Coastguard Worker       break;
157*4bdc9457SAndroid Build Coastguard Worker     default:
158*4bdc9457SAndroid Build Coastguard Worker       xnn_log_error(
159*4bdc9457SAndroid Build Coastguard Worker         "failed to define %s operator with output ID #%" PRIu32 ": unsupported Value datatype %s (%d)",
160*4bdc9457SAndroid Build Coastguard Worker         xnn_node_type_to_string(xnn_node_type_ceiling), output_id,
161*4bdc9457SAndroid Build Coastguard Worker         xnn_datatype_to_string(output_value->datatype), output_value->datatype);
162*4bdc9457SAndroid Build Coastguard Worker       return xnn_status_invalid_parameter;
163*4bdc9457SAndroid Build Coastguard Worker   }
164*4bdc9457SAndroid Build Coastguard Worker 
165*4bdc9457SAndroid Build Coastguard Worker   struct xnn_node* node = xnn_subgraph_new_node(subgraph);
166*4bdc9457SAndroid Build Coastguard Worker   if (node == NULL) {
167*4bdc9457SAndroid Build Coastguard Worker     return xnn_status_out_of_memory;
168*4bdc9457SAndroid Build Coastguard Worker   }
169*4bdc9457SAndroid Build Coastguard Worker 
170*4bdc9457SAndroid Build Coastguard Worker   node->type = xnn_node_type_ceiling;
171*4bdc9457SAndroid Build Coastguard Worker   node->compute_type = xnn_compute_type_fp32;
172*4bdc9457SAndroid Build Coastguard Worker   node->num_inputs = 1;
173*4bdc9457SAndroid Build Coastguard Worker   node->inputs[0] = input_id;
174*4bdc9457SAndroid Build Coastguard Worker   node->num_outputs = 1;
175*4bdc9457SAndroid Build Coastguard Worker   node->outputs[0] = output_id;
176*4bdc9457SAndroid Build Coastguard Worker   node->flags = flags;
177*4bdc9457SAndroid Build Coastguard Worker 
178*4bdc9457SAndroid Build Coastguard Worker   node->create = create_ceiling_operator;
179*4bdc9457SAndroid Build Coastguard Worker   node->setup = setup_ceiling_operator;
180*4bdc9457SAndroid Build Coastguard Worker 
181*4bdc9457SAndroid Build Coastguard Worker   return xnn_status_success;
182*4bdc9457SAndroid Build Coastguard Worker }
183