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Add a CLI and some light testing #24
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Original file line number | Diff line number | Diff line change |
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/- | ||
Copyright (c) 2024 Amazon.com, Inc. or its affiliates. All Rights Reserved. | ||
Released under Apache 2.0 license as described in the file LICENSE. | ||
Authors: Jean-Baptiste Tristan, Paul Govereau, Sean McLaughlin | ||
-/ | ||
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import Init.System.IO | ||
import TensorLib.Tensor | ||
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namespace TensorLib | ||
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section Test | ||
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private def DEBUG := false | ||
private def debugPrint {a : Type} [Repr a] (s : a) : IO Unit := if DEBUG then IO.print (Std.Format.pretty (repr s)) else return () | ||
private def debugPrintln {a : Type} [Repr a] (s : a) : IO Unit := do | ||
debugPrint s | ||
if DEBUG then IO.print "\n" else return () | ||
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-- Caller must remove the temp file | ||
private def saveNumpyArray (expr : String) : IO System.FilePath := do | ||
let (_root_, file) <- IO.FS.createTempFile | ||
let expr := s!"import numpy as np; x = {expr}; np.save('{file}', x)" | ||
let output <- IO.Process.output { cmd := "/usr/bin/env", args := ["python3", "-c", expr].toArray } | ||
let _ <- debugPrintln output.stdout | ||
let _ <- debugPrintln output.stderr | ||
-- `np.save` appends `.npy` to the file | ||
return file.addExtension "npy" | ||
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private def testTensorElementBV (n : Nat) [Tensor.Element (BitVec n)] (dtype : String) : IO Bool := do | ||
let file <- saveNumpyArray s!"np.arange(20, dtype='{dtype}').reshape(5, 4)" | ||
let npy <- Npy.parseFile file | ||
let arr <- IO.ofExcept (Tensor.ofNpy npy) | ||
let _ <- debugPrintln file | ||
let _ <- debugPrintln arr | ||
let _ <- IO.FS.removeFile file | ||
let expected : List (BitVec n) := (List.range 20).map (BitVec.ofNat n) | ||
let mut actual := [] | ||
for i in [0:20] do | ||
match Tensor.Element.getPosition arr i with | ||
| .error msg => IO.throwServerError msg | ||
| .ok v => actual := v :: actual | ||
actual := actual.reverse | ||
let _ <- debugPrintln actual | ||
return expected == actual | ||
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-- Sketchy perhaps, but seems to work for testing | ||
private def ioBool (x : IO Bool) : Bool := match x.run () with | ||
| .error _ _ => false | ||
| .ok b _ => b | ||
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#guard ioBool (testTensorElementBV 16 "uint16") | ||
#guard ! ioBool (testTensorElementBV 32 "uint16") | ||
#guard ioBool (testTensorElementBV 32 "uint32") | ||
#guard ! ioBool (testTensorElementBV 32 "uint64") | ||
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end Test |
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This is neat. We should use it in NKL as well.