// Copyright 2024 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 "xnnpack.h" #include "xnnpack/common.h" #include "xnnpack/internal.h" #include "xnnpack/log.h" #include "xnnpack/node-type.h" #include "xnnpack/operator-type.h" #include "xnnpack/operator.h" #include "xnnpack/reshape-helpers.h" #include "xnnpack/subgraph-validation.h" #include "xnnpack/subgraph.h" #include "pthreadpool.h" static enum xnn_status create_pack_lh_operator( const struct xnn_node* node, const struct xnn_value* values, size_t num_values, struct xnn_operator_data* opdata, struct xnn_code_cache* code_cache, xnn_weights_cache_t weights_cache) { assert(node->num_inputs == 1); assert(node->num_outputs == 1); const uint32_t input_id = node->inputs[0]; assert(input_id < num_values); const struct xnn_value *input_value = &values[input_id]; enum xnn_status status; switch (input_value->datatype) { case xnn_datatype_fp32: status = xnn_create_pack_lh_x32( node->flags, &opdata->operator_objects[0]); break; default: XNN_UNREACHABLE; } return status; } static enum xnn_status reshape_pack_lh_operator( struct xnn_operator_data* opdata, struct xnn_value* values, size_t num_values, pthreadpool_t threadpool) { const uint32_t input_id = opdata->inputs[0]; assert(input_id < num_values); const struct xnn_value* input_value = &values[input_id]; const uint32_t output_id = opdata->outputs[0]; assert(output_id < num_values); struct xnn_value* output_value = &values[output_id]; const size_t batch_size = xnn_shape_multiply_non_channel_dims(&input_value->shape); const size_t num_input_dims = input_value->shape.num_dims; const size_t channels = num_input_dims == 0 ? 1 : input_value->shape.dim[num_input_dims - 1]; const size_t old_workspace_size = opdata->workspace_size; enum xnn_status status = xnn_status_invalid_state; size_t output_size_bytes = 0; switch (opdata->operator_objects[0]->type) { case xnn_operator_type_pack_lh_x32: status = xnn_reshape_pack_lh_x32( opdata->operator_objects[0], batch_size, channels, &output_size_bytes, threadpool); break; default: XNN_UNREACHABLE; } if (status != xnn_status_success) { return status; } // output shape is identical to input shape, however the data is packed into // an appropriate format for the following operation so the number of bytes // required cannot be determined from the shape alone. output_value->shape.num_dims = num_input_dims; memcpy(&output_value->shape.dim[0], &input_value->shape.dim[0], num_input_dims * sizeof(size_t)); if (output_size_bytes > output_value->size || opdata->workspace_size > old_workspace_size) { output_value->size = output_size_bytes; return xnn_status_reallocation_required; } return xnn_status_success; } static enum xnn_status setup_pack_lh_operator( const struct xnn_operator_data* opdata, const struct xnn_value* values, size_t num_values, pthreadpool_t threadpool) { const uint32_t input_id = opdata->inputs[0]; assert(input_id != XNN_INVALID_VALUE_ID); assert(input_id < num_values); const uint32_t output_id = opdata->outputs[0]; assert(output_id != XNN_INVALID_VALUE_ID); assert(output_id < num_values); const struct xnn_value* input_value = values + input_id; const void* input_data = input_value->data; assert(input_data != NULL); const struct xnn_value* output_value = values + output_id; void* output_data = output_value->data; assert(output_data != NULL); switch (opdata->operator_objects[0]->type) { case xnn_operator_type_pack_lh_x32: return xnn_setup_pack_lh_x32( opdata->operator_objects[0], input_data, output_data); default: XNN_UNREACHABLE; } } enum xnn_status xnn_define_pack_lh( xnn_subgraph_t subgraph, uint32_t input_id, uint32_t output_id, uint32_t flags) { enum xnn_status status; if ((status = xnn_subgraph_check_xnnpack_initialized(xnn_node_type_pack_lh)) != xnn_status_success) { return status; } if ((status = xnn_subgraph_check_input_node_id(xnn_node_type_pack_lh, input_id, subgraph->num_values)) != xnn_status_success) { return status; } const struct xnn_value* input_value = &subgraph->values[input_id]; status = xnn_subgraph_check_input_type_dense(xnn_node_type_pack_lh, input_id, input_value); if (status != xnn_status_success) { return status; } switch (input_value->datatype) { case xnn_datatype_fp32: break; default: xnn_log_error( "failed to define %s operator with input ID #%" PRIu32 ": unsupported Value datatype %s (%d)", xnn_node_type_to_string(xnn_node_type_pack_lh), input_id, xnn_datatype_to_string(input_value->datatype), input_value->datatype); return xnn_status_invalid_parameter; } status = xnn_subgraph_check_output_node_id(xnn_node_type_pack_lh, output_id, subgraph->num_values); if (status != xnn_status_success) { return status; } struct xnn_value* output_value = &subgraph->values[output_id]; status = xnn_subgraph_check_output_type_dense(xnn_node_type_pack_lh, output_id, output_value); if (status != xnn_status_success) { return status; } switch (output_value->datatype) { case xnn_datatype_fp32: // Coerce the output from `xnn_datatype_fp32` to `xnn_datatype_pfp32` so // that the correct GEMM path is taken. output_value->datatype = xnn_datatype_pfp32; 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_pack_lh), 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_pack_lh; node->num_inputs = 1; node->inputs[0] = input_id; node->num_outputs = 1; node->outputs[0] = output_id; node->flags = flags; node->create = create_pack_lh_operator; node->reshape = reshape_pack_lh_operator; node->setup = setup_pack_lh_operator; return xnn_status_success; }