[quantization] Support torch.nn.Conv3d in GPTQ

[stamalakhov]

This PR adds support for torch.nn.Conv3d in GPTQ.

./ccex test --include-internal -k quantization.algorithm.test_gptq.GPTQTest

RUN unit tests with -k quantization.algorithm.test_gptq.GPTQTest ...
test_groupwise_conv1d (quantization.algorithm.test_gptq.GPTQTest) ... ok
test_groupwise_conv2d (quantization.algorithm.test_gptq.GPTQTest) ... ok
test_model (quantization.algorithm.test_gptq.GPTQTest) ... <frozen importlib._bootstrap>:241: DeprecationWarning: builtin type SwigPyPacked has no __module__ attribute
<frozen importlib._bootstrap>:241: DeprecationWarning: builtin type SwigPyObject has no __module__ attribute
You are using the default legacy behaviour of the <class 'transformers.models.llama.tokenization_llama_fast.LlamaTokenizerFast'>. This is expected, and simply means that the `legacy` (previous) behavior will be used so nothing changes for you. If you want to use the new behaviour, set `legacy=False`. This should only be set if you understand what it means, and thoroughly read the reason why this was added as explained in https://github.com/huggingface/transformers/pull/24565 - if you loaded a llama tokenizer from a GGUF file you can ignore this message.
ok
test_net (quantization.algorithm.test_gptq.GPTQTest) ... No specialized wrapper found for ModuleList; applying recursive wrapping.
ok
test_net_on_zero_inputs (quantization.algorithm.test_gptq.GPTQTest) ... ok
test_normconv1d (quantization.algorithm.test_gptq.GPTQTest) ... ok
test_normconv2d (quantization.algorithm.test_gptq.GPTQTest) ... ok
test_normconv2d_on_zero_inputs (quantization.algorithm.test_gptq.GPTQTest) ... ok
test_normconv3d (quantization.algorithm.test_gptq.GPTQTest) ... ok
test_normconv3d_on_zero_inputs (quantization.algorithm.test_gptq.GPTQTest) ... ok
test_paddednormconv2d (quantization.algorithm.test_gptq.GPTQTest) ... ok
test_paddednormconv3d (quantization.algorithm.test_gptq.GPTQTest) ... ok
test_transposed_conv2d (quantization.algorithm.test_gptq.GPTQTest) ... ok

----------------------------------------------------------------------
Ran 13 tests in 52.871s

OK

Draft: #559

TICO-DCO-1.0-Signed-off-by: s.malakhov s.malakhov@partner.samsung.com

[mhs4670go]

LGTM