mirror of
https://github.com/zkonduit/ezkl.git
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87 lines
2.4 KiB
Python
87 lines
2.4 KiB
Python
import ezkl_lib
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import os
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import pytest
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import json
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folder_path = os.path.abspath(
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os.path.join(
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os.path.dirname(__file__),
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'.',
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)
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)
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examples_path = os.path.abspath(
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os.path.join(
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folder_path,
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'..',
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'..',
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'examples',
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)
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)
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params_path = os.path.join(folder_path, 'kzg_test.params')
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def test_table_1l_average():
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"""
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Test for table() with 1l_average.onnx
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"""
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path = os.path.join(
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examples_path,
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'onnx',
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'1l_average',
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'network.onnx'
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)
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expected_table = \
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"""+-------+---------+-----------+--------+-----------+-----+
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| usize | opkind | out_scale | inputs | out_dims | idx |
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+-------+---------+-----------+--------+-----------+-----+
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| 0 | Input | 7 | | [1, 5, 5] | 0 |
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+-------+---------+-----------+--------+-----------+-----+
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| 1 | SUMPOOL | 7 | [0] | [1, 3, 3] | 1 |
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+-------+---------+-----------+--------+-----------+-----+"""
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assert ezkl_lib.table(path) == expected_table
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def test_gen_srs():
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"""
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Test for gen_srs() with 17 logrows.
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You may want to comment this test as it takes a long time to run
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"""
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ezkl_lib.gen_srs(params_path, 17)
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assert os.path.isfile(params_path)
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def test_forward():
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"""
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Test for vanilla forward pass
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"""
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data_path = os.path.join(
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examples_path,
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'onnx',
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'1l_average',
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'input.json'
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)
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model_path = os.path.join(
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examples_path,
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'onnx',
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'1l_average',
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'network.onnx'
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)
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output_path = os.path.join(
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folder_path,
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'output.json'
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)
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# TODO: Dictionary outputs
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res = ezkl_lib.forward(data_path, model_path, output_path)
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# assert res == {"input_data":[[0.1,0.1,0.1,0.1,0.1,0.1,0.1,0.1,0.1,0.1,0.1,0.1,0.1,0.1,0.1,0.1,0.1,0.1,0.1,0.1,0.1,0.1,0.1,0.1,0.1]],"input_shapes":[[1,5,5]],"output_data":[[0.9140625,0.9140625,0.9140625,0.9140625,0.9140625,0.9140625,0.9140625,0.9140625,0.9140625]]}
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with open(output_path, "r") as f:
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data = json.load(f)
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assert data == {"input_data": [[0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1]], "input_shapes": [
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[1, 5, 5]], "output_data": [[0.9140625, 0.9140625, 0.9140625, 0.9140625, 0.9140625, 0.9140625, 0.9140625, 0.9140625, 0.9140625]]}
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os.remove(output_path)
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