// Copyright 2020 Google LLC // // This source code is licensed under the BSD-style license found in the // LICENSE file in the root directory of this source tree. #include #include #include #include #include #include #include #include #include #include #include static enum xnn_status create_maximum_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) { assert(node->compute_type == xnn_compute_type_fp32); assert(node->num_inputs == 2); const uint32_t input1_id = node->inputs[0]; assert(input1_id != XNN_INVALID_VALUE_ID); assert(input1_id < num_values); const uint32_t input2_id = node->inputs[1]; assert(input2_id != XNN_INVALID_VALUE_ID); assert(input2_id < num_values); assert(node->num_outputs == 1); const uint32_t output_id = node->outputs[0]; assert(output_id != XNN_INVALID_VALUE_ID); assert(output_id < num_values); enum xnn_status status; switch (node->compute_type) { #ifndef XNN_NO_F16_OPERATORS case xnn_compute_type_fp16: status = xnn_create_maximum_nd_f16( node->flags, &opdata->operator_objects[0]); break; #endif // !defined(XNN_NO_F16_OPERATORS) case xnn_compute_type_fp32: status = xnn_create_maximum_nd_f32( node->flags, &opdata->operator_objects[0]); break; default: XNN_UNREACHABLE; } if (status == xnn_status_success) { opdata->shape1.num_dims = values[input1_id].shape.num_dims; opdata->shape2.num_dims = values[input2_id].shape.num_dims; if (values[output_id].layout == xnn_layout_type_nchw) { assert(values[input1_id].layout == xnn_layout_type_nchw); assert(values[input2_id].layout == xnn_layout_type_nchw); opdata->shape1.dim[0] = values[input1_id].shape.dim[0]; opdata->shape1.dim[1] = values[input1_id].shape.dim[values[input1_id].shape.num_dims - 1]; if (values[input1_id].shape.num_dims > 2) { memcpy(&opdata->shape1.dim[2], &values[input1_id].shape.dim[1], (values[input1_id].shape.num_dims - 2) * sizeof(size_t)); } opdata->shape2.dim[0] = values[input2_id].shape.dim[0]; opdata->shape2.dim[1] = values[input2_id].shape.dim[values[input2_id].shape.num_dims - 1]; if (values[input1_id].shape.num_dims > 2) { memcpy(&opdata->shape2.dim[2], &values[input2_id].shape.dim[1], (values[input2_id].shape.num_dims - 2) * sizeof(size_t)); } } else { assert(values[output_id].layout == xnn_layout_type_nhwc); assert(values[input1_id].layout == xnn_layout_type_nhwc); assert(values[input2_id].layout == xnn_layout_type_nhwc); memcpy(opdata->shape1.dim, values[input1_id].shape.dim, values[input1_id].shape.num_dims * sizeof(size_t)); memcpy(opdata->shape2.dim, values[input2_id].shape.dim, values[input2_id].shape.num_dims * sizeof(size_t)); } opdata->inputs[0] = input1_id; opdata->inputs[1] = input2_id; opdata->outputs[0] = output_id; } return status; } static enum xnn_status setup_maximum_operator( const struct xnn_operator_data* opdata, const struct xnn_blob* blobs, size_t num_blobs, pthreadpool_t threadpool) { const uint32_t input1_id = opdata->inputs[0]; assert(input1_id != XNN_INVALID_VALUE_ID); assert(input1_id < num_blobs); const uint32_t input2_id = opdata->inputs[1]; assert(input2_id != XNN_INVALID_VALUE_ID); assert(input2_id < num_blobs); const uint32_t output_id = opdata->outputs[0]; assert(output_id != XNN_INVALID_VALUE_ID); assert(output_id < num_blobs); const struct xnn_blob* input1_blob = blobs + input1_id; const void* input1_data = input1_blob->data; assert(input1_data != NULL); const struct xnn_blob* input2_blob = blobs + input2_id; const void* input2_data = input2_blob->data; assert(input2_data != NULL); const struct xnn_blob* output_blob = blobs + output_id; void* output_data = output_blob->data; assert(output_data != NULL); switch (opdata->operator_objects[0]->type) { #ifndef XNN_NO_F16_OPERATORS case xnn_operator_type_maximum_nd_f16: return xnn_setup_maximum_nd_f16( opdata->operator_objects[0], opdata->shape1.num_dims, opdata->shape1.dim, opdata->shape2.num_dims, opdata->shape2.dim, input1_data, input2_data, output_data, threadpool); #endif // !defined(XNN_NO_F16_OPERATORS) case xnn_operator_type_maximum_nd_f32: return xnn_setup_maximum_nd_f32( opdata->operator_objects[0], opdata->shape1.num_dims, opdata->shape1.dim, opdata->shape2.num_dims, opdata->shape2.dim, input1_data, input2_data, output_data, threadpool); default: XNN_UNREACHABLE; } } enum xnn_status xnn_define_maximum2( xnn_subgraph_t subgraph, uint32_t input1_id, uint32_t input2_id, uint32_t output_id, uint32_t flags) { enum xnn_status status; if ((status = xnn_subgraph_check_xnnpack_initialized(xnn_node_type_maximum2)) != xnn_status_success) { return status; } if ((status = xnn_subgraph_check_nth_input_node_id( xnn_node_type_maximum2, input1_id, subgraph->num_values, 1)) != xnn_status_success) { return status; } const struct xnn_value* input1_value = &subgraph->values[input1_id]; status = xnn_subgraph_check_nth_input_type_dense(xnn_node_type_maximum2, input1_id, input1_value, 1); if (status != xnn_status_success) { return status; } switch (input1_value->datatype) { case xnn_datatype_fp32: break; default: xnn_log_error( "failed to define %s operator with the first input ID #%" PRIu32 ": unsupported Value datatype %s (%d)", xnn_node_type_to_string(xnn_node_type_maximum2), input1_id, xnn_datatype_to_string(input1_value->datatype), input1_value->datatype); return xnn_status_invalid_parameter; } if ((status = xnn_subgraph_check_nth_input_node_id( xnn_node_type_maximum2, input2_id, subgraph->num_values, 2)) != xnn_status_success) { return status; } const struct xnn_value* input2_value = &subgraph->values[input2_id]; status = xnn_subgraph_check_nth_input_type_dense(xnn_node_type_maximum2, input2_id, input2_value, 2); if (status != xnn_status_success) { return status; } switch (input2_value->datatype) { case xnn_datatype_fp32: break; default: xnn_log_error( "failed to define %s operator with the second input ID #%" PRIu32 ": unsupported Value datatype %s (%d)", xnn_node_type_to_string(xnn_node_type_maximum2), input2_id, xnn_datatype_to_string(input2_value->datatype), input2_value->datatype); return xnn_status_invalid_parameter; } status = xnn_subgraph_check_output_node_id(xnn_node_type_maximum2, output_id, subgraph->num_values); if (status != xnn_status_success) { return status; } const struct xnn_value* output_value = &subgraph->values[output_id]; status = xnn_subgraph_check_output_type_dense(xnn_node_type_maximum2, output_id, output_value); if (status != xnn_status_success) { return status; } switch (output_value->datatype) { case xnn_datatype_fp32: break; default: xnn_log_error( "failed to define %s operator with output ID #%" PRIu32 ": unsupported Value datatype %s (%d)", xnn_node_type_to_string(xnn_node_type_maximum2), output_id, xnn_datatype_to_string(output_value->datatype), output_value->datatype); return xnn_status_invalid_parameter; } struct xnn_node* node = xnn_subgraph_new_node(subgraph); if (node == NULL) { return xnn_status_out_of_memory; } node->type = xnn_node_type_maximum2; node->compute_type = xnn_compute_type_fp32; node->num_inputs = 2; node->inputs[0] = input1_id; node->inputs[1] = input2_id; node->num_outputs = 1; node->outputs[0] = output_id; node->flags = flags; node->create = create_maximum_operator; node->setup = setup_maximum_operator; return xnn_status_success; }