Change types for some tests to correct types

[rsuderman]

No description provided.

[ScottTodd]

These files are generated. The type conversion from onnx happens here:

SHARK-TestSuite/iree_tests/onnx/import_tests_utils.py

Lines 10 to 24 in 52468d6

	# map numpy dtype -> (iree dtype, struct.pack format str)
	dtype_map = {
	np.dtype("int64"): ("si64", "q"),
	np.dtype("uint64"): ("ui64", "Q"),
	np.dtype("int32"): ("si32", "i"),
	np.dtype("uint32"): ("ui32", "I"),
	np.dtype("int16"): ("si16", "h"),
	np.dtype("uint16"): ("ui16", "H"),
	np.dtype("int8"): ("si8", "b"),
	np.dtype("uint8"): ("ui8", "B"),
	np.dtype("float64"): ("f64", "d"),
	np.dtype("float32"): ("f32", "f"),
	np.dtype("float16"): ("f16", "e"),
	np.dtype("bool"): ("i1", "?"),
	}

SHARK-TestSuite/iree_tests/onnx/import_tests.py

Lines 142 to 147 in 52468d6

	t = convert_io_proto(test_input, model.graph.input[i].type)
	if t is None:
	return False
	input_path = (imported_dir_path / test_input.stem).with_suffix(".npy")
	np.save(input_path, t) # Only for ref, actual comparison with .bin
	ss = get_shape_string(t)

is that code not handling a case here? I'd expect the WARNING: unsupported data type in get_shape_string to be hit 🤔

[ScottTodd]

While we can run the generator once and then manually update tests like this, I don't want for future runs of the generator to need to manually make these same changes, so I'd prefer for the generator to be taught to make these changes itself.

If we're losing information across the onnx -> numpy -> iree translation, we could add some special cases in the generator script (similar to how I suggested adding per-test tolerances on #311 (comment))

[rsuderman]

I would need to dig into the proto but my guess is that they just identify themselves at uint16 with an internal bitcast. bf16 is a bit weird because from a data standpoint its just a truncated f32 and is basically treated that way. This results in buffers often just being passed around at uint16

[ScottTodd]

Oh, can you sync past 53bedfb ? The important detail there is the skip_compile_tests additions (to avoid timeouts).