rocm_smi

README

Introduction

This is an unofficial interface to the AMD ROCM SMI library for Golang applications. It is heavily inspired by go-nvml by also using cgo, c-for-go and its dlopen wrapper.

This Golang interface is planned to be used in cc-metric-collector.

Disclaimer: These bindings are created without any collaboration with AMD. Use them as you like but we, the developers of these bindings, are not responsible for any damage or anything that was caused by them. If you want official Golang bindings for the ROCm SMI library, use this package.

Usage

package main

import (
	"fmt"
	"log"

	"github.com/ClusterCockpit/go-rocm-smi/pkg/rocm_smi"
)

func main() {
	ret := rocm_smi.Init()
	if ret != rocm_smi.STATUS_SUCCESS {
		log.Fatalf("Unable to initialize ROCM SMI: %v", rocm_smi.StatusStringNoError(ret))
	}
	defer func() {
		ret := rocm_smi.Shutdown()
		if ret != rocm_smi.STATUS_SUCCESS {
			log.Fatalf("Unable to shutdown ROCM SMI: %v", rocm_smi.StatusStringNoError(ret))
		}
	}()

	count, ret := rocm_smi.NumMonitorDevices()
	if ret != rocm_smi.STATUS_SUCCESS {
		log.Fatalf("Unable to get device count: %v", rocm_smi.StatusStringNoError(ret))
	}

	for i := 0; i < count; i++ {
		device, ret := rocm_smi.DeviceGetHandleByIndex(i)
		if ret != rocm_smi.STATUS_SUCCESS {
			log.Fatalf("Unable to get device at index %d: %v", i, rocm_smi.StatusStringNoError(ret))
		}

		uuid, ret := device.GetUniqueId()
		if ret != rocm_smi.STATUS_SUCCESS {
			log.Fatalf("Unable to get uuid of device at index %d: %v", i, rocm_smi.StatusStringNoError(ret))
		}

		fmt.Printf("%v\n", uuid)
	}
}

The librocm_smi64.so is dynamically loaded by the rocm_smi package. Make sure that the directory containing this library is in your LD_LIBRARY_PATH.

Documentation

See pkg.go.dev.

Generating the bindings

ROCm SMI Headers

There are three ROCm SMI Headers, all located at rocm_smi/rocm_smi

• rocm_smi.h
• rocm_smi64Config.h
• kfd_ioctl.h

The files are copied from ROCm 5.1.0. For the generation, the rocm_smi.h header is changed to support c-for- go's parser.

• All occurences of uint64_t are changed to unsigned long long, otherwise c-for-go wouldn't use Golang's uint64 type.
• All occurences of int64_t are changed to long long, otherwise c-for-go wouldn't use Golang's int64 type.
• The union id is renamed to union id_rename to avoid problems with clang. The type is never addressed with the name id but a typedef name.

Generation

Calling c-for-go with the rocm_smi.yml as input

Post processing

After the generation, the types.go file still contains the C types but it is more suitable to have Golang types for them. Luckly cgo has a bootstrapping option -godefs to generate the Go types.

Before:

type RSMI_pcie_bandwidth C.rsmi_pcie_bandwidth_t

After:

type RSMI_pcie_bandwidth struct {
	Rate	RSMI_frequencies
	Lanes	[32]uint32
}

Manual labor

In the end, the generated functions are wrapped to have more Golang style. This is similar to the wrappers created in go-nvml. Most of them are straight-forward with a little bit of casting.

// rocm_smi.DeviceGetSerial()
func DeviceGetSerial(Device DeviceHandle) (string, RSMI_status) {
	var Serial []byte = make([]byte, 100)
	sptr := &Serial[0]
	ret := rsmi_dev_serial_number_get(Device.index, sptr, 100)
	return bytes2String(Serial), ret
}

func (Device DeviceHandle) DeviceGetSerial() (string, RSMI_status) {
	return DeviceGetSerial(Device)
}

The device index and the "device handle"

For most libraries which handle multiple devices (go-nvml is an example), the user at first requests a handle for each device, mostly through the logical index in the list of available devices. The official rocm_smi library uses the logical index instead but in order to get everything right, you have to do quite some work to know what is supported. The rocm_smi provides a feature (APISupport in rocm_smi.h) to determine which functions are supported for a device and if a function accepts arguments, which ones are valid for this device. An example would be the function to get the firmware version and the list of GPU parts that provide such a version. The go-rocm-smi bindings introduce a virtual type DeviceHandle, retrivable through the logical index (so similar to [go-nvml](https://github.com/ NVIDIA/go-nvml)), which encapsulates the APISupport lookup: DeviceGetHandleByIndex(). The DeviceHandle is used for all device related calls in go-rocm-smi. You can get the logical index by deviceHandle.Index(), the not unique ID of a GPU by deviceHandle.ID() and the list of supported functions through deviceHandle.Supported()

Problems

• One big problem is currently, that c-for-go does not generate uint64 types for the C type uint64_t. It is one of the main data type used in the ROCm SMI headers. While I was able to generate underlying code for uint64_t, the Golang function still uses uint32:

  rsmi_status_t rsmi_dev_unique_id_get(uint32_t dv_ind, uint64_t *id);
  

  Output:

  func rsmi_dev_unique_id_get(Dv_ind uint32, Id *uint32) RSMI_status {
    cDv_ind, cDv_indAllocMap := (C.uint32_t)(Dv_ind), cgoAllocsUnknown
    cId, cIdAllocMap := (*C.uint64_t)(unsafe.Pointer(Id)), cgoAllocsUnknown
    __ret := C.rsmi_dev_unique_id_get(cDv_ind, cId)
    runtime.KeepAlive(cIdAllocMap)
    runtime.KeepAlive(cDv_indAllocMap)
    __v := (RSMI_status)(__ret)
    return __v
  }
  

  One can see, that the cId is casted to *C.uint64_t, but the Id variable used by the function is *uint32. I was not able to persuade c-for-go to use uint64. See also https://github.com/xlab/c-for-go/issues/120. As a workaround, uint64_t gets replaced by unsigned long long and int64_t gets replaced by long long, see Makefile. Interestingly, the translation of the C types to Golang types with cgo generates uint64 without the type exchange in the header. If we wouldn't use unsigned long long, the uint32 generated by c-for-go would clash with the uint64 generated by cgo.

• The symbol rsmi_dev_sku_get is defined by the rocm_smi.h header but on the test system with ROCm 5.1.0, the symbol lookup fails. There is now an updateFunctionPointers() function that is called at Init(). This is quite similar the function updateVersionedSymbols() in go-nvml. The APISupport feature of the rocm_smi library shows, rsmi_dev_sku_get is supported by the device.

• The function rsmi_status_string cannot use the wrapper generated by c-for-go because it requires a pointer to a char array while c-for-go wants to use the char array directly. There is a manually created version to get the status string StatusString(). One issue is when using it in prints (see example) because rsmi_status_string accepts a status and returns a new status and the string. To drop the new status, use StatusStringNoError().

• I havn't found a way to access the Build field in RSMI_version. It is a char* in rocm_smi but c-for-go generates an *int8 entry for it.