r4z4

r4z4

Hey everyone. I try to refrain from coming here with all my problems but I am truly at a loss with this one and I thought it was worth a shot to see if anyone had any ideas on the matter.

The background is that I am just trying to get Whisper set up via Bumblebee. I am getting an error that references a to_operator function that I cannot seem to find anywhere. It is in a module I cannot seem to find, either. The whole thing is just throwing me off.

Anyways, I am following a pretty basic set up as I will show, and then just getting an error that seems to stem from it creating the pow operator with the arguments that it gets, but I just cant get past that in my head. When I removed the EXLA backend line, I got an error stating that the pow operator was undefined.

  defp serving do
    {:ok, whisper} = Bumblebee.load_model({:hf, "openai/whisper-tiny"})
    {:ok, featurizer} = Bumblebee.load_featurizer({:hf, "openai/whisper-tiny"})
    {:ok, tokenizer} = Bumblebee.load_tokenizer({:hf, "openai/whisper-tiny"})

    serving =
      Bumblebee.Audio.speech_to_text(whisper, featurizer, tokenizer,
        max_new_tokens: 100,
        defn_options: [compiler: EXLA]
      )
  end

  def handle_event("predict", value, socket) do
    text = {:file, "03_Smile.wav"}
      |> then(&Nx.Serving.run(serving, &1))
      |> get_in([:results, Access.all(), :text])

    {:noreply,
    socket
    |> assign(text: text)}
  end

& then here is the to_operator error message:

[error] GenServer #PID<0.2273.0> terminating
** (FunctionClauseError) no function clause matching in EXLA.Defn.to_operator/4
    (exla 0.4.2) EXLA.Defn.to_operator(:pow, [%EXLA.Op{builder: #Reference<0.2409059649.1181614081.76036>, ref: #Reference<0.2409059649.1181614081.76933>}, %EXLA.Op{builder: #Reference<0.2409059649.1181614081.76036>, ref: #Reference<0.2409059649.1181614081.76934>}], #Nx.Tensor<
  f32[frames: 3000][frequencies: 400]
  
  Nx.Defn.Expr
  parameter a:0                          f32[480000]
  b = iota nil                           s64[400][1]
  c = concatenate [0, b], 1              s64[400][2]
  d = while {0.0, 0, 0, a, c}            tuple5
  e = elem d, 0                          f32[3000][400]
  f = iota nil                           f32[401]
  g = multiply 6.283185307179586, f      f32[401]
  h = divide g, 400                      f32[401]
  i = cos h                              f32[401]
  j = subtract 1, i                      f32[401]
  k = multiply 0.5, j                    f32[401]
  l = slice k, [0], [400], [1]           f32[400]
  m = multiply e, l                      f32[3000][400]
  n = fft m, length: 400, eps: 1.0e-10   c64[3000][400]
  o = abs n                              f32[3000][400]
  p = pow o, 2                           f32[3000][400]
>, %{builder: %EXLA.Builder{ref: #Reference<0.2409059649.1181614081.76036>, parent: nil, name: "#Function<136.4924062/1 in Nx.Defn.Compiler.fun/2>"}, params: %{0 => %EXLA.Op{builder: #Reference<0.2409059649.1181614081.76036>, ref: #Reference<0.2409059649.1181614081.76245>}}, precision: :highest, scope_ids: %{#Reference<0.2409059649.1181483009.76217> => :reshape, #Reference<0.2409059649.1181483009.76213> => :slice, #Reference<0.2409059649.1181483009.76207> => :greater_equal, #Reference<0.2409059649.1181483009.76198> => :add, #Reference<0.2409059649.1181483009.76204> => :multiply, #Reference<0.2409059649.1181483009.76226> => :min, #Reference<0.2409059649.1181483009.76194> => :subtract, #Reference<0.2409059649.1181483009.76232> => :reshape, #Reference<0.2409059649.1181483009.76227> => :max, #Reference<0.2409059649.1181483009.76234> => :slice, #Reference<0.2409059649.1181483009.76202> => :divide, #Reference<0.2409059649.1181483009.76039> => :multiply, #Reference<0.2409059649.1181483009.76210> => :exp, #Reference<0.2409059649.1181483009.76238> => :log, #Reference<0.2409059649.1181483009.76196> => :iota, #Reference<0.2409059649.1181483009.76030> => :parameter, #Reference<0.2409059649.1181483009.76193> => :reshape, #Reference<0.2409059649.1181483009.76225> => :divide, #Reference<0.2409059649.1181483009.76205> => :add, #Reference<0.2409059649.1181483009.76208> => :subtract, #Reference<0.2409059649.1181483009.76243> => :add, #Reference<0.2409059649.1181483009.76223> => :slice, #Reference<0.2409059649.1181483009.76220> => :negate, #Reference<0.2409059649.1181483009.76209> => :multiply, #Reference<0.2409059649.1181483009.76216> => :reshape, #Reference<0.2409059649.1181483009.76201> => :subtract, #Reference<0.2409059649.1181483009.76229> => :slice, #Reference<0.2409059649.1181483009.76203> => :iota, #Reference<0.2409059649.1181483009.76175> => :fft, #Reference<0.2409059649.1181483009.76169> => :elem, #Reference<0.2409059649.1181483009.76219> => :slice, #Reference<0.2409059649.1181483009.76206> => :multiply, #Reference<0.2409059649.1181483009.76197> => :multiply, #Reference<0.2409059649.1181483009.76222> => :divide, #Reference<0.2409059649.1181483009.76231> => :divide, #Reference<0.2409059649.1181483009.76168> => :while, #Reference<0.2409059649.1181483009.76233> => :multiply, #Reference<0.2409059649.1181483009.76191> => :pow, #Reference<0.2409059649.1181483009.76215> => :subtract, #Reference<0.2409059649.1181483009.76190> => :abs, #Reference<0.2409059649.1181483009.76200> => :reshape, #Reference<0.2409059649.1181483009.76192> => :reshape, #Reference<0.2409059649.1181483009.76047> => :iota, #Reference<0.2409059649.1181483009.76042> => :subtract, #Reference<0.2409059649.1181483009.76048> => :concatenate, #Reference<0.2409059649.1181483009.76211> => :multiply, ...}})
    (exla 0.4.2) lib/exla/defn.ex:582: EXLA.Defn.cached_recur_operator/4
    (exla 0.4.2) lib/exla/defn.ex:474: EXLA.Defn.recur_operator/3
    (nx 0.5.1) lib/nx/defn/tree.ex:212: Nx.Defn.Tree.apply_args/4
    (exla 0.4.2) lib/exla/defn.ex:581: EXLA.Defn.cached_recur_operator/4
    (exla 0.4.2) lib/exla/defn.ex:474: EXLA.Defn.recur_operator/3
    (elixir 1.14.3) lib/enum.ex:1780: Enum."-map_reduce/3-lists^mapfoldl/2-0-"/3
    (exla 0.4.2) lib/exla/defn.ex:581: EXLA.Defn.cached_recur_operator/4
    (exla 0.4.2) lib/exla/defn.ex:474: EXLA.Defn.recur_operator/3
    (elixir 1.14.3) lib/enum.ex:1780: Enum."-map_reduce/3-lists^mapfoldl/2-0-"/3
    (exla 0.4.2) lib/exla/defn.ex:581: EXLA.Defn.cached_recur_operator/4
    (exla 0.4.2) lib/exla/defn.ex:474: EXLA.Defn.recur_operator/3
    (elixir 1.14.3) lib/enum.ex:1780: Enum."-map_reduce/3-lists^mapfoldl/2-0-"/3
    (exla 0.4.2) lib/exla/defn.ex:581: EXLA.Defn.cached_recur_operator/4
    (exla 0.4.2) lib/exla/defn.ex:474: EXLA.Defn.recur_operator/3
    (elixir 1.14.3) lib/enum.ex:1780: Enum."-map_reduce/3-lists^mapfoldl/2-0-"/3
    (exla 0.4.2) lib/exla/defn.ex:581: EXLA.Defn.cached_recur_operator/4
    (exla 0.4.2) lib/exla/defn.ex:474: EXLA.Defn.recur_operator/3
    (elixir 1.14.3) lib/enum.ex:1780: Enum."-map_reduce/3-lists^mapfoldl/2-0-"/3
    (exla 0.4.2) lib/exla/defn.ex:581: EXLA.Defn.cached_recur_operator/4
Last message: %Phoenix.Socket.Message{topic: "lv:phx-F04_pmJLkpzdPyZh", event: "event", payload: %{"event" => "predict", "type" => "click", "value" => %{"value" => ""}}, ref: "8", join_ref: "4"}
State: %{components: {%{}, %{}, 1}, join_ref: "4", serializer: Phoenix.Socket.V2.JSONSerializer, socket: #Phoenix.LiveView.Socket<id: "phx-F04_pmJLkpzdPyZh", endpoint: AppWeb.Endpoint, view: AppWeb.WhisperLive, parent_pid: nil, root_pid: #PID<0.2273.0>, router: AppWeb.Router, assigns: %{__changed__: %{}, flash: %{}, live_action: :index, prediction: nil, running?: false, serving: %Nx.Serving{module: Nx.Serving.Default, arg: #Function<0.94466209/1 in Bumblebee.Audio.SpeechToText.speech_to_text/4>, client_preprocessing: #Function<1.94466209/1 in Bumblebee.Audio.SpeechToText.speech_to_text/4>, client_postprocessing: #Function<2.94466209/3 in Bumblebee.Audio.SpeechToText.speech_to_text/4>, distributed_postprocessing: &Function.identity/1, process_options: [batch_size: nil], defn_options: [compiler: EXLA]}, text: nil}, transport_pid: #PID<0.2266.0>, ...>, topic: "lv:phx-F04_pmJLkpzdPyZh", upload_names: %{}, upload_pids: %{}}

Thanks everyone, you guys are great. Any help is much appreciated, and just trying to see if anyone just make a little more sense of what is going on exactly than I am able to :slight_smile:

Thanks again

Marked As Solved

polvalente

polvalente

Nx Core Team

Try updating to EXLA 0.5

Also Liked

r4z4

r4z4 OP

Thanks all. Of course it was me just being dumb and failing to update EXLA.

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