| // Copyright 2024 The IREE Authors |
| // |
| // Licensed under the Apache License v2.0 with LLVM Exceptions. |
| // See https://llvm.org/LICENSE.txt for license information. |
| // SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception |
| |
| #include <stdint.h> |
| #include <stdio.h> |
| #include <stdlib.h> |
| #include <string.h> |
| |
| #include "iree/base/api.h" |
| #include "iree/base/internal/file_io.h" |
| #include "iree/base/internal/flags.h" |
| #include "iree/hal/api.h" |
| #include "iree/modules/hal/types.h" |
| #include "iree/testing/benchmark.h" |
| #include "iree/tooling/device_util.h" |
| #include "iree/tooling/function_io.h" |
| #include "iree/vm/api.h" |
| |
| IREE_FLAG( |
| int32_t, batch_size, 64, |
| "Number of dispatches to perform per command buffer submission.\n" |
| "Higher numbers will reduce the effect of submission overheads on the\n" |
| "final timings but too high a value may result in hangs."); |
| |
| IREE_FLAG(string, executable_format, "", |
| "Format of the executable file being loaded."); |
| IREE_FLAG(string, executable_file, "", "Path to the executable file to load."); |
| |
| IREE_FLAG(int32_t, entry_point, 0, "Entry point ordinal to run."); |
| |
| IREE_FLAG_LIST( |
| string, workgroup_count, |
| "`x,y,z` dimensions of the workgroup count defining the number of\n" |
| "workgroup invocations that will be run per benchmark iteration.\n" |
| "Each occurrence of the flag will run a benchmark with that set of\n" |
| "workgroup count values."); |
| |
| // Total number of executable-level constants we (currently) allow; this is only |
| // a limitation of how much memory we allocate and we could make this |
| // dynamically growable. |
| #define IREE_HAL_MAX_EXECUTABLE_CONSTANT_COUNT 512 |
| // Total number of push constants we (currently) allow any executable to have. |
| #define IREE_HAL_MAX_CONSTANT_COUNT 64 |
| // Total number of bindings we (currently) allow any executable to have. |
| #define IREE_HAL_MAX_BINDING_COUNT 64 |
| |
| // Parsed dispatch parameters from flags. |
| // Used to construct the dispatch parameters for the benchmark invocation. |
| struct { |
| int32_t executable_constant_count; |
| union { |
| uint32_t ui32; |
| } executable_constants[IREE_HAL_MAX_EXECUTABLE_CONSTANT_COUNT]; |
| |
| int32_t constant_count; |
| union { |
| uint32_t ui32; |
| } constants[IREE_HAL_MAX_CONSTANT_COUNT]; |
| |
| int32_t binding_count; |
| iree_string_view_t binding_specs[IREE_HAL_MAX_BINDING_COUNT]; |
| char binding_cconv[IREE_HAL_MAX_BINDING_COUNT]; |
| } parsed_params = { |
| .executable_constant_count = 0, |
| .constant_count = 0, |
| .binding_count = 0, |
| }; |
| |
| static iree_status_t parse_executable_constant(iree_string_view_t flag_name, |
| void* storage, |
| iree_string_view_t value) { |
| IREE_ASSERT_LE(parsed_params.executable_constant_count + 1, |
| IREE_ARRAYSIZE(parsed_params.executable_constants), |
| "too many executable constants"); |
| uint32_t value_ui32 = 0; |
| if (!iree_string_view_atoi_uint32(value, &value_ui32)) { |
| return iree_make_status( |
| IREE_STATUS_INVALID_ARGUMENT, |
| "invalid executable constant value `%.*s`; expects uint32_t", |
| (int)value.size, value.data); |
| } |
| parsed_params.executable_constants[parsed_params.executable_constant_count++] |
| .ui32 = value_ui32; |
| return iree_ok_status(); |
| } |
| static void print_executable_constant(iree_string_view_t flag_name, |
| void* storage, FILE* file) { |
| if (parsed_params.executable_constant_count == 0) { |
| fprintf(file, "# --%.*s=[integer value]\n", (int)flag_name.size, |
| flag_name.data); |
| return; |
| } |
| for (int32_t i = 0; i < parsed_params.executable_constant_count; ++i) { |
| fprintf(file, "--%.*s=%u", (int)flag_name.size, flag_name.data, |
| parsed_params.executable_constants[i].ui32); |
| if (i < parsed_params.executable_constant_count - 1) { |
| fprintf(file, "\n"); |
| } |
| } |
| } |
| IREE_FLAG_CALLBACK(parse_executable_constant, print_executable_constant, |
| &parsed_params, executable_constant, |
| "Appends a uint32_t executable constant value.\n"); |
| |
| static iree_status_t parse_constant(iree_string_view_t flag_name, void* storage, |
| iree_string_view_t value) { |
| IREE_ASSERT_LE(parsed_params.constant_count + 1, |
| IREE_ARRAYSIZE(parsed_params.constants), |
| "too many push constants"); |
| uint32_t value_ui32 = 0; |
| if (!iree_string_view_atoi_uint32(value, &value_ui32)) { |
| return iree_make_status( |
| IREE_STATUS_INVALID_ARGUMENT, |
| "invalid push constant value `%.*s`; expects uint32_t", (int)value.size, |
| value.data); |
| } |
| parsed_params.constants[parsed_params.constant_count++].ui32 = value_ui32; |
| return iree_ok_status(); |
| } |
| static void print_constant(iree_string_view_t flag_name, void* storage, |
| FILE* file) { |
| if (parsed_params.constant_count == 0) { |
| fprintf(file, "# --%.*s=[integer value]\n", (int)flag_name.size, |
| flag_name.data); |
| return; |
| } |
| for (int32_t i = 0; i < parsed_params.constant_count; ++i) { |
| fprintf(file, "--%.*s=%u", (int)flag_name.size, flag_name.data, |
| parsed_params.constants[i].ui32); |
| if (i < parsed_params.constant_count - 1) { |
| fprintf(file, "\n"); |
| } |
| } |
| } |
| IREE_FLAG_CALLBACK(parse_constant, print_constant, &parsed_params, constant, |
| "Appends a uint32_t constant value.\n"); |
| |
| static iree_status_t parse_binding(iree_string_view_t flag_name, void* storage, |
| iree_string_view_t value) { |
| IREE_ASSERT_LE(parsed_params.binding_count + 1, |
| IREE_ARRAYSIZE(parsed_params.binding_specs), |
| "too many bindings"); |
| int32_t i = parsed_params.binding_count++; |
| parsed_params.binding_specs[i] = value; |
| parsed_params.binding_cconv[i] = 'r'; |
| return iree_ok_status(); |
| } |
| static void print_binding(iree_string_view_t flag_name, void* storage, |
| FILE* file) { |
| if (parsed_params.binding_count == 0) { |
| fprintf(file, "# --%.*s=\"shapextype[=values]\"\n", (int)flag_name.size, |
| flag_name.data); |
| return; |
| } |
| for (int32_t i = 0; i < parsed_params.binding_count; ++i) { |
| const iree_string_view_t binding_spec = parsed_params.binding_specs[i]; |
| fprintf(file, "--%.*s=\"%.*s\"\n", (int)flag_name.size, flag_name.data, |
| (int)binding_spec.size, binding_spec.data); |
| } |
| } |
| IREE_FLAG_CALLBACK( |
| parse_binding, print_binding, &parsed_params, binding, |
| "Appends a binding to the dispatch parameters.\n" |
| "Bindings are defined by their shape, element type, and their data.\n" |
| "There must be one binding for every declared layout binding.\n" |
| "Examples:\n" |
| " # 16 4-byte elements zero-initialized:\n" |
| " --binding=2x8xi32\n" |
| " # 10000 bytes all initialized to 123:\n" |
| " --binding=10000xi8=123\n" |
| " # 2 4-byte floating-point values with contents [[1.4], [2.1]]:\n" |
| " --binding=2x1xf32=1.4,2.1\n" |
| " # First array from a numpy file followed by the second:\n" |
| " --binding=@file.npy\n" |
| " --binding=+file.npy\n" |
| " # All arrays from a numpy file\n" |
| " --binding=*file.npy\n" |
| " # Binary tensor<2x2xf32> and tensor<4xf32> read from a single file\n" |
| " --binding=2x2xf32=@file.ext\n" |
| " --binding=4xf32=+file.ext"); |
| |
| typedef struct iree_benchmark_executable_args_t { |
| iree_hal_device_t* device; |
| iree_hal_executable_t* executable; |
| const iree_hal_buffer_ref_t* bindings; |
| uint32_t workgroup_count[3]; |
| } iree_benchmark_executable_args_t; |
| |
| // NOTE: error handling is here just for better diagnostics: it is not tracking |
| // allocations correctly and will leak. Don't use this as an example for how to |
| // write robust code. |
| static iree_status_t iree_benchmark_executable_run( |
| const iree_benchmark_def_t* benchmark_def, |
| iree_benchmark_state_t* benchmark_state) { |
| iree_benchmark_executable_args_t* args = |
| (iree_benchmark_executable_args_t*)benchmark_def->user_data; |
| |
| iree_hal_semaphore_t* fence_semaphore = NULL; |
| uint64_t fence_value = 0ull; |
| IREE_RETURN_IF_ERROR(iree_hal_semaphore_create(args->device, fence_value, |
| IREE_HAL_SEMAPHORE_FLAG_NONE, |
| &fence_semaphore)); |
| iree_hal_semaphore_list_t wait_semaphore_list = |
| iree_hal_semaphore_list_empty(); |
| iree_hal_semaphore_list_t signal_semaphore_list = { |
| .count = 1, |
| .semaphores = &fence_semaphore, |
| .payload_values = &fence_value, |
| }; |
| |
| // Record a command buffer with the dispatches. |
| // The same command buffer recording is reused on each benchmark step. |
| iree_hal_command_buffer_t* command_buffer = NULL; |
| IREE_RETURN_IF_ERROR(iree_hal_command_buffer_create( |
| args->device, IREE_HAL_COMMAND_BUFFER_MODE_DEFAULT, |
| IREE_HAL_COMMAND_CATEGORY_DISPATCH, IREE_HAL_QUEUE_AFFINITY_ANY, |
| /*binding_capacity=*/0, &command_buffer)); |
| IREE_RETURN_IF_ERROR(iree_hal_command_buffer_begin(command_buffer)); |
| iree_const_byte_span_t constants = iree_make_const_byte_span( |
| &parsed_params.constants[0].ui32, |
| parsed_params.constant_count * sizeof(parsed_params.constants[0])); |
| iree_hal_buffer_ref_list_t bindings = { |
| .count = parsed_params.binding_count, |
| .values = args->bindings, |
| }; |
| for (int32_t i = 0; i < FLAG_batch_size; ++i) { |
| IREE_RETURN_IF_ERROR(iree_hal_command_buffer_dispatch( |
| command_buffer, args->executable, FLAG_entry_point, |
| args->workgroup_count, constants, bindings, |
| IREE_HAL_DISPATCH_FLAG_NONE)); |
| IREE_RETURN_IF_ERROR(iree_hal_command_buffer_execution_barrier( |
| command_buffer, IREE_HAL_EXECUTION_STAGE_COMMAND_RETIRE, |
| IREE_HAL_EXECUTION_STAGE_COMMAND_ISSUE, |
| IREE_HAL_EXECUTION_BARRIER_FLAG_NONE, 0, NULL, 0, NULL)); |
| } |
| IREE_RETURN_IF_ERROR(iree_hal_command_buffer_end(command_buffer)); |
| |
| // Start profiling now - all subsequent device operations will be what the |
| // user wants to measure. |
| IREE_RETURN_IF_ERROR(iree_hal_begin_profiling_from_flags(args->device)); |
| |
| // Submit the command buffer and wait for it to complete. |
| // Note that each iteration runs through the whole grid as it's important that |
| // we are testing the memory access patterns: if we just ran the same single |
| // workgroup processing the same exact region of memory over and over we are |
| // not testing cache effects. This means we need to account for the total |
| // number of workgroups executed. |
| int64_t dispatch_count = 0; |
| while (iree_benchmark_keep_running(benchmark_state, FLAG_batch_size)) { |
| // Submit the command buffer; if the device could not start executing while |
| // we were recording then this will kick off the execution. |
| ++fence_value; |
| IREE_RETURN_IF_ERROR(iree_hal_device_queue_execute( |
| args->device, IREE_HAL_QUEUE_AFFINITY_ANY, wait_semaphore_list, |
| signal_semaphore_list, command_buffer, |
| iree_hal_buffer_binding_table_empty())); |
| |
| // Block and wait for the submission to complete. |
| // Note that this will include round-trip overhead and if the dispatch or |
| // batch size is small then the final time may end up being mostly overhead. |
| IREE_RETURN_IF_ERROR(iree_hal_semaphore_wait(fence_semaphore, fence_value, |
| iree_infinite_timeout())); |
| |
| iree_benchmark_pause_timing(benchmark_state); |
| |
| // Accumulate the total number of dispatches executed. |
| dispatch_count += FLAG_batch_size; |
| |
| // Flush profiling if recording. Note that we don't want to include the |
| // profiling time in the benchmark result. |
| IREE_RETURN_IF_ERROR(iree_hal_device_profiling_flush(args->device)); |
| |
| iree_benchmark_resume_timing(benchmark_state); |
| } |
| |
| // End profiling before cleaning up so tooling doesn't capture it. |
| IREE_RETURN_IF_ERROR(iree_hal_end_profiling_from_flags(args->device)); |
| |
| // To get a total time per invocation we set the item count to the total |
| // invocations dispatched. That gives us both total dispatch and single |
| // invocation times in the reporter output. |
| int64_t total_invocations = dispatch_count * args->workgroup_count[0] * |
| args->workgroup_count[1] * |
| args->workgroup_count[2]; |
| iree_benchmark_set_items_processed(benchmark_state, total_invocations); |
| |
| iree_hal_command_buffer_release(command_buffer); |
| iree_hal_semaphore_release(fence_semaphore); |
| |
| return iree_ok_status(); |
| } |
| |
| // Parses an `x,y,z` workgroup count. |
| static iree_status_t iree_parse_workgroup_count( |
| iree_string_view_t workgroup_count_str, uint32_t* out_workgroup_count) { |
| iree_string_view_t str = workgroup_count_str; |
| iree_string_view_t str_x; |
| iree_string_view_split(str, ',', &str_x, &str); |
| iree_string_view_t str_y; |
| iree_string_view_split(str, ',', &str_y, &str); |
| iree_string_view_t str_z = str; |
| if (!iree_string_view_atoi_uint32(str_x, &out_workgroup_count[0]) || |
| !iree_string_view_atoi_uint32(str_y, &out_workgroup_count[1]) || |
| !iree_string_view_atoi_uint32(str_z, &out_workgroup_count[2])) { |
| return iree_make_status( |
| IREE_STATUS_INVALID_ARGUMENT, |
| "invalid workgroup count string `%.*s`; expects `X,Y,Z`", |
| (int)workgroup_count_str.size, workgroup_count_str.data); |
| } |
| return iree_ok_status(); |
| } |
| |
| // Runs one benchmark per workgroup count specified using the same device |
| // and input/output buffers. |
| static iree_status_t iree_benchmark_executable_from_flags( |
| iree_allocator_t host_allocator) { |
| iree_vm_instance_t* instance = NULL; |
| IREE_RETURN_IF_ERROR(iree_vm_instance_create(IREE_VM_TYPE_CAPACITY_DEFAULT, |
| host_allocator, &instance)); |
| IREE_RETURN_IF_ERROR(iree_hal_module_register_inline_types(instance)); |
| |
| // Create the HAL device we'll be using during execution. |
| // Devices can be very expensive to create and we want to avoid doing it |
| // multiple times throughout the benchmark execution. |
| iree_hal_device_t* device = NULL; |
| IREE_RETURN_IF_ERROR(iree_hal_create_device_from_flags( |
| iree_hal_available_driver_registry(), iree_hal_default_device_uri(), |
| host_allocator, &device)); |
| |
| // We'll reuse the same executable cache so that once we load the executable |
| // we'll be able to reuse any driver-side optimizations. |
| iree_hal_executable_cache_t* executable_cache = NULL; |
| iree_status_t loop_status = iree_ok_status(); |
| IREE_RETURN_IF_ERROR(iree_hal_executable_cache_create( |
| device, iree_make_cstring_view("cache"), iree_loop_inline(&loop_status), |
| &executable_cache)); |
| IREE_RETURN_IF_ERROR(loop_status); |
| |
| // Allocate storage for buffers and populate them. |
| // They only need to remain valid for the duration of the invocation and all |
| // memory accessed by the invocation will come from here. |
| // Note that we do this parsing first so that we can reflect on the I/O to |
| // infer the pipeline layout. |
| iree_hal_allocator_t* device_allocator = iree_hal_device_allocator(device); |
| iree_vm_list_t* binding_list = NULL; |
| IREE_RETURN_IF_ERROR(iree_tooling_parse_variants( |
| iree_make_string_view(parsed_params.binding_cconv, |
| parsed_params.binding_count), |
| (iree_string_view_list_t){parsed_params.binding_count, |
| parsed_params.binding_specs}, |
| device, device_allocator, host_allocator, &binding_list)); |
| iree_hal_buffer_ref_t bindings[IREE_HAL_MAX_BINDING_COUNT]; |
| for (iree_host_size_t i = 0; i < parsed_params.binding_count; ++i) { |
| iree_vm_ref_t value = iree_vm_ref_null(); |
| IREE_RETURN_IF_ERROR(iree_vm_list_get_ref_assign(binding_list, i, &value)); |
| iree_hal_buffer_t* buffer = NULL; |
| if (iree_hal_buffer_isa(value)) { |
| buffer = iree_hal_buffer_deref(value); |
| } else if (iree_hal_buffer_view_isa(value)) { |
| buffer = iree_hal_buffer_view_buffer(iree_hal_buffer_view_deref(value)); |
| } else { |
| return iree_make_status( |
| IREE_STATUS_INVALID_ARGUMENT, |
| "bindings must be shaped types (4xf32, etc), binding %" PRIhsz |
| " is not", |
| i); |
| } |
| bindings[i] = iree_hal_make_buffer_ref(buffer, 0, IREE_HAL_WHOLE_BUFFER); |
| } |
| |
| // Setup the specification used to perform the executable load. |
| // This information is normally used to select the appropriate loader but in |
| // this benchmark we only have a single one. |
| // TODO(benvanik): expose the flags once they are implemented anywhere. |
| iree_hal_executable_params_t executable_params; |
| iree_hal_executable_params_initialize(&executable_params); |
| executable_params.caching_mode = |
| IREE_HAL_EXECUTABLE_CACHING_MODE_ALLOW_OPTIMIZATION | |
| IREE_HAL_EXECUTABLE_CACHING_MODE_ALIAS_PROVIDED_DATA; |
| |
| // Load the executable data into memory. |
| // In normal usage this would be mapped from the containing module file (which |
| // itself may be mapped from disk). |
| iree_file_contents_t* file_contents = NULL; |
| if (strcmp(FLAG_executable_file, "-") == 0) { |
| IREE_RETURN_IF_ERROR( |
| iree_stdin_read_contents(host_allocator, &file_contents)); |
| } else { |
| IREE_RETURN_IF_ERROR(iree_file_read_contents( |
| FLAG_executable_file, IREE_FILE_READ_FLAG_DEFAULT, host_allocator, |
| &file_contents)); |
| } |
| executable_params.executable_format = |
| iree_make_cstring_view(FLAG_executable_format); |
| executable_params.executable_data = file_contents->const_buffer; |
| |
| // Executable-level constants allow us to perform some basic load-time value |
| // propagation - usually dependent on device features or tuning parameters. |
| executable_params.constant_count = parsed_params.executable_constant_count; |
| executable_params.constants = &parsed_params.executable_constants[0].ui32; |
| |
| // Perform the load, which will fail if the executable cannot be loaded or |
| // there was an issue with the layouts. |
| iree_hal_executable_t* executable = NULL; |
| IREE_RETURN_IF_ERROR(iree_hal_executable_cache_prepare_executable( |
| executable_cache, &executable_params, &executable)); |
| |
| // Register one benchmark per workgroup count specified. |
| iree_benchmark_executable_args_t* args = NULL; |
| IREE_RETURN_IF_ERROR(iree_allocator_malloc( |
| host_allocator, sizeof(*args) * FLAG_workgroup_count_list().count, |
| (void**)&args)); |
| for (iree_host_size_t i = 0; i < FLAG_workgroup_count_list().count; ++i) { |
| args[i] = (iree_benchmark_executable_args_t){ |
| .device = device, |
| .executable = executable, |
| .bindings = bindings, |
| .workgroup_count = {1, 1, 1}, |
| }; |
| IREE_RETURN_IF_ERROR(iree_parse_workgroup_count( |
| FLAG_workgroup_count_list().values[i], args[i].workgroup_count)); |
| iree_benchmark_def_t benchmark_def = { |
| .flags = IREE_BENCHMARK_FLAG_MEASURE_PROCESS_CPU_TIME | |
| IREE_BENCHMARK_FLAG_USE_REAL_TIME, |
| .time_unit = IREE_BENCHMARK_UNIT_NANOSECOND, |
| .minimum_duration_ns = 0, |
| .iteration_count = 0, |
| .run = iree_benchmark_executable_run, |
| .user_data = &args[i], |
| }; |
| char benchmark_name[512]; |
| snprintf(benchmark_name, sizeof(benchmark_name) - 1, "dispatch_%ux%ux%u", |
| args[i].workgroup_count[0], args[i].workgroup_count[1], |
| args[i].workgroup_count[2]); |
| iree_benchmark_register(iree_make_cstring_view(benchmark_name), |
| &benchmark_def); |
| } |
| iree_benchmark_run_specified(); |
| iree_allocator_free(host_allocator, args); |
| |
| iree_vm_list_release(binding_list); |
| iree_hal_executable_release(executable); |
| iree_file_contents_free(file_contents); |
| iree_hal_executable_cache_release(executable_cache); |
| iree_hal_device_release(device); |
| iree_vm_instance_release(instance); |
| |
| return iree_ok_status(); |
| } |
| |
| int main(int argc, char** argv) { |
| IREE_TRACE_APP_ENTER(); |
| IREE_TRACE_ZONE_BEGIN(z0); |
| |
| iree_allocator_t host_allocator = iree_allocator_system(); |
| int exit_code = EXIT_SUCCESS; |
| |
| iree_flags_set_usage( |
| "iree-benchmark-executable", |
| "Benchmarks a single entry point within an executable library.\n" |
| "The parameters used can be inferred from the entry point " |
| "`hal.interface` and dispatches to it in the source program.\n" |
| "\n" |
| "Executables can be extracted from VMFB files using `unzip` or dumped\n" |
| "during compilation using --iree-hal-dump-executable-binaries-to=path/.\n" |
| "\n" |
| "The compiler can directly compile `hal.executable.source` and\n" |
| "`hal.executable` ops to the appropriate binaries by using the\n" |
| "`iree-compile --compile-mode=hal-executable` mode.\n" |
| "\n" |
| "Example flags for various compilation backends:\n" |
| " --iree-hal-target-backends=vmvx\n" |
| " --device=local-sync or --device=local-task\n" |
| " --executable_format=vmvx-bytecode-fb\n" |
| " --iree-hal-target-backends=llvm-cpu\n" |
| " --device=local-sync or --device=local-task\n" |
| " --executable_format=embedded-elf-x86_64\n" |
| " --executable_format=system-dll-x86_64\n" |
| " --iree-hal-target-backends=cuda\n" |
| " --device=cuda\n" |
| " --executable_format=cuda-nvptx-fb\n" |
| " --iree-hal-target-backends=vulkan-spirv\n" |
| " --device=vulkan\n" |
| " --executable_format=vulkan-spirv-fb\n" |
| "\n" |
| "Note that this tool is intentionally low level: you must specify all\n" |
| "of the push constant/binding parameters precisely as they are expected\n" |
| "by the executable. `iree-benchmark-module` is the user-friendly\n" |
| "benchmarking tool while this one favors direct access to the\n" |
| "executables (bypassing all of the IREE VM, HAL APIs, task system,\n" |
| "etc).\n" |
| "\n" |
| "Example --flagfile:\n" |
| " --device=local-sync\n" |
| " --executable_format=embedded-elf-x86_64\n" |
| " --executable_file=runtime/src/iree/hal/local/elf/testdata/" |
| "elementwise_mul_x86_64.so\n" |
| " --entry_point=0\n" |
| " --binding=4xf32=1,2,3,4\n" |
| " --binding=4xf32=100,200,300,400\n" |
| " --binding=4xf32=0,0,0,0\n" |
| " --workgroup_count=1,1,1\n" |
| "\n"); |
| |
| iree_flags_parse_checked(IREE_FLAGS_PARSE_MODE_UNDEFINED_OK, &argc, &argv); |
| iree_benchmark_initialize(&argc, argv); |
| |
| iree_status_t status = iree_benchmark_executable_from_flags(host_allocator); |
| if (!iree_status_is_ok(status)) { |
| iree_status_fprint(stderr, status); |
| iree_status_free(status); |
| exit_code = EXIT_FAILURE; |
| } |
| fflush(stderr); |
| |
| IREE_TRACE_ZONE_END(z0); |
| IREE_TRACE_APP_EXIT(exit_code); |
| return exit_code; |
| } |
