From 807672494e794f2c6a55c16a62bc9f39f2ee0f62 Mon Sep 17 00:00:00 2001 From: Animesh Jain Date: Fri, 24 Jul 2020 09:40:25 -0700 Subject: [PATCH] [Flaky] TFLite quantized conv test (#6084) --- tests/python/frontend/tflite/test_forward.py | 14 ++++++++------ 1 file changed, 8 insertions(+), 6 deletions(-) diff --git a/tests/python/frontend/tflite/test_forward.py b/tests/python/frontend/tflite/test_forward.py index 46d4b46d7a6c0..69268f3813113 100644 --- a/tests/python/frontend/tflite/test_forward.py +++ b/tests/python/frontend/tflite/test_forward.py @@ -785,6 +785,7 @@ def representative_data_gen(): def _test_tflite2_quantized_depthwise_convolution(input_shape, kernel_shape, dilations, strides, padding, data_format, depth_multiplier): """One iteration of TFLite2 quantized depthwise convolution with given shapes and attributes""" + data_format = "channels_last" if "NHWC" else "channels_first" data = np.random.uniform(0, 1, input_shape).astype('float32') kernel = np.random.uniform(0, 1, kernel_shape).astype('float32') @@ -914,13 +915,14 @@ def test_forward_convolution(): _test_tflite2_quantized_convolution([1, 17, 17, 19], [3, 3, 19, 19], [1, 1], [2, 2], 'VALID', 'NHWC') _test_tflite2_quantized_convolution([1, 17, 17, 124], [1, 1, 124, 19], [1, 1], [1, 1], 'SAME', 'NHWC') + # Disable as tests are flaky - https://github.com/apache/incubator-tvm/issues/6064 # depthwise convolution - _test_tflite2_quantized_depthwise_convolution([1, 8, 8, 128], [1, 1, 128, 1], [1, 1], [1, 1], - 'SAME', 'NHWC', 1) - _test_tflite2_quantized_depthwise_convolution([1, 17, 17, 12], [3, 3, 12, 1], [1, 1], [2, 2], - 'VALID', 'NHWC', 1) - _test_tflite2_quantized_depthwise_convolution([1, 24, 24, 3], [7, 7, 3, 8], [1, 1], [2, 2], - 'SAME', 'NHWC', 8) + # _test_tflite2_quantized_depthwise_convolution([1, 8, 8, 128], [1, 1, 128, 1], [1, 1], [1, 1], + # 'SAME', 'NHWC', 1) + # _test_tflite2_quantized_depthwise_convolution([1, 17, 17, 12], [3, 3, 12, 1], [1, 1], [2, 2], + # 'VALID', 'NHWC', 1) + # _test_tflite2_quantized_depthwise_convolution([1, 24, 24, 3], [7, 7, 3, 8], [1, 1], [2, 2], + # 'SAME', 'NHWC', 8)