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driver.clj
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driver.clj
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(ns tech.compute.cpu.driver
(:require [tech.compute.driver :as drv]
[tech.v2.datatype :as dtype]
[tech.v2.datatype.protocols :as dtype-proto]
[clojure.core.async :as async]
[tech.resource :as resource]
[tech.resource.stack :as stack]
[tech.compute :as compute]
[tech.compute.registry :as registry]))
(set! *warn-on-reflection* true)
(set! *unchecked-math* true)
(defprotocol PToCPUStream
;;Setup so other things can masquerade as a cpu stream as long as they
;;have a conversion to a CPUStream record.
(->cpu-stream [item]))
(defrecord CPUDevice [driver-fn device-id error-atom default-stream])
(defrecord CPUStream [device-fn input-chan exit-chan error-atom]
PToCPUStream
(->cpu-stream [item] item))
(defrecord CPUDriver [devices error-atom])
(defonce driver-name (registry/current-ns->keyword))
(extend-protocol drv/PDriverProvider
CPUDriver
(get-driver [driver] driver)
CPUDevice
(get-driver [device] ((get device :driver-fn)))
CPUStream
(get-driver [stream] (compute/->driver ((:device-fn stream)))))
(extend-protocol drv/PDeviceProvider
CPUDriver
(get-device [driver] (compute/default-device driver))
CPUDevice
(get-device [device] device)
CPUStream
(get-device [stream] ((:device-fn stream))))
(extend-protocol drv/PStreamProvider
CPUStream
(get-stream [stream] stream))
(extend-type CPUStream
stack/PResource
(release-resource [impl]
(when (.input-chan impl)
(async/close! (.input-chan impl)))))
(defn get-memory-info
[]
{:free (.freeMemory (Runtime/getRuntime))
:total (.totalMemory (Runtime/getRuntime))})
(defn cpu-stream
([device error-atom]
(let [^CPUStream retval (->CPUStream (constantly device) (async/chan 16)
(async/chan) error-atom)]
(async/thread
(loop [next-val (async/<!! (:input-chan retval))]
(when next-val
(try
(next-val)
(catch Throwable e
(reset! error-atom e)))
(recur (async/<!! (:input-chan retval)))))
(async/close! (:exit-chan retval)))
(resource/track retval)))
([device] (cpu-stream device (atom nil))))
(declare driver)
(defn main-thread-cpu-stream
"Create a cpu stream that will execute everything immediately inline.
Use with care; the synchonization primitives will just hang with this stream."
^CPUStream []
(->CPUStream (constantly (compute/default-device (driver))) nil nil nil))
(defn is-main-thread-cpu-stream?
[stream]
(let [^CPUStream stream (->cpu-stream stream)]
(not (or (.input-chan stream)
(.exit-chan stream)
(.error-atom stream)))))
(defn is-thread-cpu-stream?
[^CPUStream stream]
(not (is-main-thread-cpu-stream? stream)))
(defn- check-stream-error-atom
[item]
(when-let [error-atom (:error-atom item)]
(let [error @error-atom]
(when error
(compare-and-set! error-atom error nil)
(throw error)))))
(defn check-stream-error
[item]
(check-stream-error-atom (->cpu-stream item)))
(defmacro with-stream-dispatch
[stream & body]
`(if (is-thread-cpu-stream? ~stream)
(do
(check-stream-error ~stream)
(let [^CPUStream stream# (->cpu-stream ~stream)]
(async/>!! (.input-chan stream#)
(fn [] ~@body))))
(do
~@body)))
(defrecord CPUEvent [input-chan])
(extend-type CPUStream
drv/PStream
(copy-host->device [stream host-buffer host-offset
device-buffer device-offset elem-count]
(with-stream-dispatch stream
(dtype/copy! host-buffer host-offset device-buffer device-offset elem-count)))
(copy-device->host [stream device-buffer device-offset host-buffer
host-offset elem-count]
(with-stream-dispatch stream
(dtype/copy! device-buffer device-offset host-buffer host-offset elem-count)))
(copy-device->device [stream dev-a dev-a-off dev-b dev-b-off elem-count]
(with-stream-dispatch stream
(dtype/copy! dev-a dev-a-off dev-b dev-b-off elem-count)))
(sync-with-host [stream]
;;If main thread cpu stream then we are already syncced
(when-not (is-main-thread-cpu-stream? stream)
(let [^CPUEvent event (->CPUEvent (async/chan))]
(with-stream-dispatch stream
(async/close! (.input-chan event)))
(async/<!! (.input-chan event)))))
(sync-with-stream [src-stream dst-stream]
(let [^CPUEvent event (->CPUEvent (async/chan))]
(with-stream-dispatch src-stream
(async/close! (.input-chan event)))
(with-stream-dispatch dst-stream
(async/<!! (.input-chan event))))))
(defn make-cpu-device
[driver-fn dev-number error-atom]
(let [retval (->CPUDevice driver-fn dev-number error-atom (atom nil))
;;Default cpu stream runs in the main thread of execution
default-stream (->CPUStream (constantly retval) nil nil nil)]
(reset! (:default-stream retval) default-stream)
retval))
(extend-type CPUDevice
drv/PDevice
(memory-info [impl]
(get-memory-info))
(supports-create-stream? [device] true)
(default-stream [device] @(:default-stream device))
(create-stream [impl]
(check-stream-error-atom impl)
(cpu-stream impl (:error-atom impl)))
(allocate-device-buffer [impl elem-count elem-type options]
(check-stream-error-atom impl)
(dtype/make-container :native-buffer elem-type elem-count options))
(acceptable-device-buffer? [device item]
(dtype-proto/convertible-to-writer? item))
(device->device-copy-compatible? [src-device dst-device] nil))
(extend-type CPUDriver
drv/PDriver
(driver-name [impl]
driver-name)
(get-devices [impl]
@(get impl :devices))
(allocate-host-buffer [impl elem-count elem-type options]
(check-stream-error-atom impl)
(dtype/make-container :native-buffer elem-type elem-count options))
(acceptable-host-buffer? [impl item]
(dtype-proto/convertible-to-writer? item)))
(declare default-cpu-stream)
(def driver
(memoize
(fn []
(let [error-atom (atom nil)
retval (->CPUDriver (atom nil) error-atom)]
(reset! (get retval :devices)
(->> (range 1)
(mapv #(make-cpu-device (constantly retval) % error-atom))))
retval))))
(registry/register-driver (driver))
(registry/set-cpu-driver-name! (-> (driver)
drv/driver-name))
(extend-type Object
drv/PDriverProvider
(get-driver [impl] (driver))
drv/PDeviceProvider
(get-device [impl]
(first (drv/get-devices (driver)))))