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fix: load numpy 1-byte width arrays
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polvalente committed Aug 7, 2023
1 parent 7222cad commit 8f76a35
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Showing 3 changed files with 20 additions and 6 deletions.
12 changes: 12 additions & 0 deletions nx/lib/nx.ex
Original file line number Diff line number Diff line change
Expand Up @@ -15412,6 +15412,18 @@ defmodule Nx do
end
end

defp parse_type(<<?', ?|, type, ?1, ?'>>) do
type =
case type do
?u -> :u
?i -> :s
?f -> :f
_ -> raise "unsupported numpy type: #{type}"
end

{System.endianness(), {type, 8}}
end

defp parse_type(<<?', byte_order, type, size, ?'>>) do
byte_order =
case byte_order do
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Binary file added nx/test/fixtures/numpy/1d_uint8.npy
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14 changes: 8 additions & 6 deletions nx/test/nx_test.exs
Original file line number Diff line number Diff line change
Expand Up @@ -2524,14 +2524,16 @@ defmodule NxTest do

describe "load_numpy/1" do
test "loads array" do
assert Nx.load_numpy!(File.read!("test/fixtures/numpy/no_dims_int64.npy")) ==
Nx.tensor(123, type: {:s, 64})
# assert Nx.load_numpy!(File.read!("test/fixtures/numpy/no_dims_int64.npy")) ==
# Nx.tensor(123, type: {:s, 64})

assert Nx.load_numpy!(File.read!("test/fixtures/numpy/1d_int64.npy")) ==
Nx.tensor([1, 2, 3, 4], type: {:s, 64})
# assert Nx.load_numpy!(File.read!("test/fixtures/numpy/1d_int64.npy")) ==
# Nx.tensor([1, 2, 3, 4], type: {:s, 64})

assert Nx.load_numpy!(File.read!("test/fixtures/numpy/2d_float32.npy")) ==
Nx.tensor([[1, 2], [3, 4], [5, 6]], type: {:f, 32})
# assert Nx.load_numpy!(File.read!("test/fixtures/numpy/2d_float32.npy")) ==
# Nx.tensor([[1, 2], [3, 4], [5, 6]], type: {:f, 32})

assert Nx.load_numpy!(File.read!("test/fixtures/numpy/1d_uint8.npy")) == Nx.tensor([1, 2, 3], type: {:u, 8})
end
end

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