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chore: compute capabilities once (#8555)
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
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@@ -83,7 +83,7 @@ type RunCMD struct {
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EnableTracing bool `env:"LOCALAI_ENABLE_TRACING,ENABLE_TRACING" help:"Enable API tracing" group:"api"`
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TracingMaxItems int `env:"LOCALAI_TRACING_MAX_ITEMS" default:"1024" help:"Maximum number of traces to keep" group:"api"`
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AgentJobRetentionDays int `env:"LOCALAI_AGENT_JOB_RETENTION_DAYS,AGENT_JOB_RETENTION_DAYS" default:"30" help:"Number of days to keep agent job history (default: 30)" group:"api"`
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OpenResponsesStoreTTL string `env:"LOCALAI_OPEN_RESPONSES_STORE_TTL,OPEN_RESPONSES_STORE_TTL" default:"0" help:"TTL for Open Responses store (e.g., 1h, 30m, 0 = no expiration)" group:"api"`
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OpenResponsesStoreTTL string `env:"LOCALAI_OPEN_RESPONSES_STORE_TTL,OPEN_RESPONSES_STORE_TTL" default:"0" help:"TTL for Open Responses store (e.g., 1h, 30m, 0 = no expiration)" group:"api"`
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Version bool
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}
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@@ -45,9 +45,8 @@ const (
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)
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var (
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cuda13DirExists bool
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cuda12DirExists bool
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capabilityLogged bool
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cuda13DirExists bool
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cuda12DirExists bool
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)
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func init() {
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@@ -72,9 +71,15 @@ func (s *SystemState) Capability(capMap map[string]string) string {
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}
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func (s *SystemState) getSystemCapabilities() string {
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if s.systemCapabilities != "" {
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return s.systemCapabilities
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}
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capability := os.Getenv(capabilityEnv)
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if capability != "" {
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xlog.Info("Using forced capability from environment variable", "capability", capability, "env", capabilityEnv)
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s.systemCapabilities = capability
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return capability
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}
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@@ -88,26 +93,26 @@ func (s *SystemState) getSystemCapabilities() string {
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// This might be used by e.g. container images to specify which
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// backends to pull in automatically when installing meta backends.
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if _, err := os.Stat(capabilityRunFile); err == nil {
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if !capabilityLogged {
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capability, err := os.ReadFile(capabilityRunFile)
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if err == nil {
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xlog.Info("Using forced capability run file", "capabilityRunFile", capabilityRunFile, "capability", string(capability), "env", capabilityRunFileEnv)
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capabilityLogged = true
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return strings.Trim(strings.TrimSpace(string(capability)), "\n")
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}
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capability, err := os.ReadFile(capabilityRunFile)
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if err == nil {
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xlog.Info("Using forced capability run file", "capabilityRunFile", capabilityRunFile, "capability", string(capability), "env", capabilityRunFileEnv)
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s.systemCapabilities = strings.Trim(strings.TrimSpace(string(capability)), "\n")
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return s.systemCapabilities
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}
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}
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// If we are on mac and arm64, we will return metal
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if runtime.GOOS == "darwin" && runtime.GOARCH == "arm64" {
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xlog.Info("Using metal capability (arm64 on mac)", "env", capabilityEnv)
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return metal
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s.systemCapabilities = metal
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return s.systemCapabilities
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}
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// If we are on mac and x86, we will return darwin-x86
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if runtime.GOOS == "darwin" && runtime.GOARCH == "amd64" {
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xlog.Info("Using darwin-x86 capability (amd64 on mac)", "env", capabilityEnv)
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return darwinX86
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s.systemCapabilities = darwinX86
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return s.systemCapabilities
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}
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// If arm64 on linux and a nvidia gpu is detected, we will return nvidia-l4t
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@@ -115,39 +120,43 @@ func (s *SystemState) getSystemCapabilities() string {
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if s.GPUVendor == Nvidia {
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xlog.Info("Using nvidia-l4t capability (arm64 on linux)", "env", capabilityEnv)
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if cuda13DirExists {
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return nvidiaL4TCuda13
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s.systemCapabilities = nvidiaL4TCuda13
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return s.systemCapabilities
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}
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if cuda12DirExists {
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return nvidiaL4TCuda12
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s.systemCapabilities = nvidiaL4TCuda12
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return s.systemCapabilities
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}
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return nvidiaL4T
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s.systemCapabilities = nvidiaL4T
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return s.systemCapabilities
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}
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}
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if cuda13DirExists {
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return nvidiaCuda13
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s.systemCapabilities = nvidiaCuda13
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return s.systemCapabilities
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}
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if cuda12DirExists {
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return nvidiaCuda12
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s.systemCapabilities = nvidiaCuda12
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return s.systemCapabilities
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}
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if s.GPUVendor == "" {
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xlog.Info("Default capability (no GPU detected)", "env", capabilityEnv)
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return defaultCapability
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s.systemCapabilities = defaultCapability
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return s.systemCapabilities
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}
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if !capabilityLogged {
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xlog.Info("Capability automatically detected", "capability", s.GPUVendor, "env", capabilityEnv)
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capabilityLogged = true
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}
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// If vram is less than 4GB, let's default to CPU but warn the user that they can override that via env
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if s.VRAM <= 4*1024*1024*1024 {
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xlog.Warn("VRAM is less than 4GB, defaulting to CPU", "env", capabilityEnv)
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return defaultCapability
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s.systemCapabilities = defaultCapability
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return s.systemCapabilities
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}
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return s.GPUVendor
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s.systemCapabilities = s.GPUVendor
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return s.systemCapabilities
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}
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// BackendPreferenceTokens returns a list of substrings that represent the preferred
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@@ -19,6 +19,8 @@ type SystemState struct {
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Backend Backend
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Model Model
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VRAM uint64
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systemCapabilities string
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}
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type SystemStateOptions func(*SystemState)
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@@ -53,5 +55,7 @@ func GetSystemState(opts ...SystemStateOptions) (*SystemState, error) {
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state.VRAM, _ = xsysinfo.TotalAvailableVRAM()
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xlog.Debug("Total available VRAM", "vram", state.VRAM)
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state.getSystemCapabilities()
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return state, nil
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}
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