diff --git a/cmd/lotus-worker/main.go b/cmd/lotus-worker/main.go
index 995a3cbe0..944791275 100644
--- a/cmd/lotus-worker/main.go
+++ b/cmd/lotus-worker/main.go
@@ -609,7 +609,6 @@ var runCmd = &cli.Command{
 			if err := srv.Shutdown(context.TODO()); err != nil {
 				log.Errorf("shutting down RPC server failed: %s", err)
 			}
-			//taskManager.GracefullyTerminate(5*time.Hour)
 			log.Warn("Graceful shutdown successful")
 		}()
 
diff --git a/itests/harmonytask_test.go b/itests/harmonytask_test.go
index 80923b1d5..b36e9ab11 100644
--- a/itests/harmonytask_test.go
+++ b/itests/harmonytask_test.go
@@ -21,7 +21,7 @@ import (
 type task1 struct {
 	toAdd               []int
 	myPersonalTableLock sync.Mutex
-	myPersonalTable     map[harmonytask.TaskID]int // This would typicallyb be a DB table
+	myPersonalTable     map[harmonytask.TaskID]int // This would typically be a DB table
 	WorkCompleted       []string
 }
 
diff --git a/lib/harmony/harmonytask/doc.go b/lib/harmony/harmonytask/doc.go
index 44fccb644..772b674cd 100644
--- a/lib/harmony/harmonytask/doc.go
+++ b/lib/harmony/harmonytask/doc.go
@@ -23,8 +23,9 @@ Mental Model:
 	    - Async Listener task (for chain, etc)
 		- Followers: Tasks get added because another task completed
 	When Follower collectors run:
-	    - If both sides are process-local, then
-		- Otherwise, at the listen interval during db scrape
+	    - If both sides are process-local, then this process will pick it up.
+		- If properly registered already, the http endpoint will be tried to start it.
+		- Otherwise, at the listen interval during db scrape it will be found.
 	How duplicate tasks are avoided:
 	    - that's up to the task definition, but probably a unique key
 
diff --git a/lib/harmony/harmonytask/harmonytask.go b/lib/harmony/harmonytask/harmonytask.go
index 8e5c89e26..cd401f6d2 100644
--- a/lib/harmony/harmonytask/harmonytask.go
+++ b/lib/harmony/harmonytask/harmonytask.go
@@ -56,7 +56,7 @@ type TaskInterface interface {
 	// CanAccept should return if the task can run on this machine. It should
 	// return null if the task type is not allowed on this machine.
 	// It should select the task it most wants to accomplish.
-	// It is also responsible for determining disk space (including scratch).
+	// It is also responsible for determining & reserving disk space (including scratch).
 	CanAccept([]TaskID) (*TaskID, error)
 
 	// TypeDetails() returns static details about how this task behaves and
@@ -181,7 +181,7 @@ func New(
 			if h == nil {
 				_, err := db.Exec(e.ctx, `UPDATE harmony_task SET owner=NULL WHERE id=$1`, w.ID)
 				if err != nil {
-					log.Error("Cannot remove self from owner field: ", err)
+					log.Errorw("Cannot remove self from owner field", "error", err)
 					continue // not really fatal, but not great
 				}
 			}
@@ -206,12 +206,14 @@ func (e *TaskEngine) GracefullyTerminate(deadline time.Duration) {
 	e.reg.Shutdown()
 	deadlineChan := time.NewTimer(deadline).C
 
+	ctx := context.TODO()
+
 	// block bumps & follows by unreg from DBs.
-	_, err := e.db.Exec(context.TODO(), `DELETE FROM harmony_task_impl WHERE owner_id=$1`, e.ownerID)
+	_, err := e.db.Exec(ctx, `DELETE FROM harmony_task_impl WHERE owner_id=$1`, e.ownerID)
 	if err != nil {
 		log.Warn("Could not clean-up impl table: %w", err)
 	}
-	_, err = e.db.Exec(context.Background(), `DELETE FROM harmony_task_follow WHERE owner_id=$1`, e.ownerID)
+	_, err = e.db.Exec(ctx, `DELETE FROM harmony_task_follow WHERE owner_id=$1`, e.ownerID)
 	if err != nil {
 		log.Warn("Could not clean-up impl table: %w", err)
 	}
@@ -271,7 +273,7 @@ func (e *TaskEngine) followWorkInDB() {
 				// we need to create this task
 				if !src.h.Follows[fromName](TaskID(workAlreadyDone), src.h.AddTask) {
 					// But someone may have beaten us to it.
-					log.Infof("Unable to add task %s following Task(%d, %s)", src.h.Name, workAlreadyDone, fromName)
+					log.Debugf("Unable to add task %s following Task(%d, %s)", src.h.Name, workAlreadyDone, fromName)
 				}
 			}
 		}
@@ -386,11 +388,21 @@ func (e *TaskEngine) bump(taskType string) {
 // resourcesInUse requires workListsMutex to be already locked.
 func (e *TaskEngine) resourcesInUse() resources.Resources {
 	tmp := e.reg.Resources
+	copy(tmp.GpuRam, e.reg.Resources.GpuRam)
 	for _, t := range e.handlers {
 		ct := t.Count.Load()
 		tmp.Cpu -= int(ct) * t.Cost.Cpu
 		tmp.Gpu -= float64(ct) * t.Cost.Gpu
 		tmp.Ram -= uint64(ct) * t.Cost.Ram
+		for i := int32(0); i < ct; i++ {
+			for grIdx, j := range tmp.GpuRam {
+				if j > t.Cost.GpuRam[0] {
+					tmp.GpuRam[grIdx] = j - t.Cost.GpuRam[0]
+					break
+				}
+			}
+			log.Warn("We should never get out of gpuram for what's consumed.")
+		}
 	}
 	return tmp
 }
diff --git a/lib/harmony/harmonytask/taskTypeHandler.go b/lib/harmony/harmonytask/task_type_handler.go
similarity index 97%
rename from lib/harmony/harmonytask/taskTypeHandler.go
rename to lib/harmony/harmonytask/task_type_handler.go
index 7d11a957f..932cfc297 100644
--- a/lib/harmony/harmonytask/taskTypeHandler.go
+++ b/lib/harmony/harmonytask/task_type_handler.go
@@ -223,6 +223,13 @@ func (h *taskTypeHandler) AssertMachineHasCapacity() error {
 	if r.Gpu-h.Cost.Gpu < 0 {
 		return errors.New("Did not accept " + h.Name + " task: out of available GPU")
 	}
+	for _, u := range r.GpuRam {
+		if u > h.Cost.GpuRam[0] {
+			goto enoughGpuRam
+		}
+	}
+	return errors.New("Did not accept " + h.Name + " task: out of GPURam")
+enoughGpuRam:
 	return nil
 }
 
diff --git a/lib/harmony/resources/miniopencl/miniopencl.go b/lib/harmony/resources/miniopencl/mini_opencl.go
similarity index 94%
rename from lib/harmony/resources/miniopencl/miniopencl.go
rename to lib/harmony/resources/miniopencl/mini_opencl.go
index 6b07e1cba..a6bac9582 100644
--- a/lib/harmony/resources/miniopencl/miniopencl.go
+++ b/lib/harmony/resources/miniopencl/mini_opencl.go
@@ -1,3 +1,5 @@
+// Package cl was borrowed from the go-opencl library which is more complex and
+// doesn't compile well for our needs.
 package cl
 
 // #include "cl.h"
diff --git a/lib/harmony/resources/resources.go b/lib/harmony/resources/resources.go
index 94df047d8..115859d75 100644
--- a/lib/harmony/resources/resources.go
+++ b/lib/harmony/resources/resources.go
@@ -27,7 +27,7 @@ var LOOKS_DEAD_TIMEOUT = 10 * time.Minute // Time w/o minute heartbeats
 type Resources struct {
 	Cpu       int
 	Gpu       float64
-	GpuRam    uint64
+	GpuRam    []uint64
 	Ram       uint64
 	MachineID int
 }
@@ -72,7 +72,8 @@ func Register(db *harmonydb.DB, hostnameAndPort string) (*Reg, error) {
 				return nil, err
 			}
 		}
-		CleanupMachines(context.Background(), db)
+		cleaned := CleanupMachines(context.Background(), db)
+		logger.Infow("Cleaned up machines", "count", cleaned)
 	}
 	go func() {
 		for {
@@ -138,21 +139,24 @@ func getResources() (res Resources, err error) {
 	return res, nil
 }
 
-func getGpuRam() uint64 {
+func getGpuRam() (res []uint64) {
 	platforms, err := cl.GetPlatforms()
 	if err != nil {
 		logger.Error(err)
-		return 0
+		return res
 	}
 
-	return uint64(lo.SumBy(platforms, func(p *cl.Platform) int64 {
+	lo.ForEach(platforms, func(p *cl.Platform, i int) {
 		d, err := p.GetAllDevices()
 		if err != nil {
 			logger.Error(err)
-			return 0
+			return
 		}
-		return lo.SumBy(d, func(d *cl.Device) int64 { return d.GlobalMemSize() })
-	}))
+		lo.ForEach(d, func(d *cl.Device, i int) {
+			res = append(res, uint64(d.GlobalMemSize()))
+		})
+	})
+	return res
 }
 
 func DiskFree(path string) (uint64, error) {
@@ -164,17 +168,3 @@ func DiskFree(path string) (uint64, error) {
 
 	return s.Bfree * uint64(s.Bsize), nil
 }
-
-/* NOT for Darwin.
-func GetMemFree() uint64 {
-	in := unix.Sysinfo_t{}
-	err := unix.Sysinfo(&in)
-	if err != nil {
-		return 0
-	}
-	// If this is a 32-bit system, then these fields are
-	// uint32 instead of uint64.
-	// So we always convert to uint64 to match signature.
-	return uint64(in.Freeram) * uint64(in.Unit)
-}
-*/