[BYOC-DNNL] add post_sum pattern #12151
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tests/python/contrib/test_dnnl.py
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| if use_dnnl: | ||
| processed_mod = partition_for_dnnl(processed_mod, params, alter_layout) | ||
| check_dnnl_used(processed_mod) | ||
| print(processed_mod) |
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yangulei
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Jul 28, 2022
python/tvm/relay/op/contrib/dnnl.py
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| dnnl_patterns.append( | ||
| ("dnnl.conv2d_bias_sum_relu", make_conv_bias_sum_relu_pattern("nn.conv2d"), make_predicate(add_checker)) | ||
| ), | ||
| dnnl_patterns.append( | ||
| ("dnnl.conv2d_bias_sum", make_conv_bias_sum_relu_pattern("nn.conv2d", False), make_predicate(add_checker)) | ||
| ), |
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| dnnl_patterns.append( | |
| ("dnnl.conv2d_bias_sum_relu", make_conv_bias_sum_relu_pattern("nn.conv2d"), make_predicate(add_checker)) | |
| ), | |
| dnnl_patterns.append( | |
| ("dnnl.conv2d_bias_sum", make_conv_bias_sum_relu_pattern("nn.conv2d", False), make_predicate(add_checker)) | |
| ), | |
| dnnl_patterns.append( | |
| ( | |
| "dnnl.conv2d_bias_sum_relu", | |
| make_conv_bias_sum_relu_pattern("nn.conv2d"), | |
| make_predicate(add_checker), | |
| ) | |
| ) | |
| dnnl_patterns.append( | |
| ( | |
| "dnnl.conv2d_bias_sum", | |
| make_conv_bias_sum_relu_pattern("nn.conv2d", False), | |
| make_predicate(add_checker), | |
| ) | |
| ) |
yangulei
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Jul 28, 2022
| // TODO(@apeskov): Simulation of inplace primitive. just as PoC. | ||
| auto sum_in_tr = GetInputByName(nid, "sum_idx").TreatAs(dst_layout); | ||
| if (op_name.find("_sum") != std::string::npos) { | ||
| sum_in_tr = GetInput(nid, node.GetInputs().size()-1); |
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| sum_in_tr = GetInput(nid, node.GetInputs().size()-1); | |
| sum_in_tr = GetInput(nid, node.GetInputs().size() - 1); |
yangulei
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Jul 28, 2022
tests/python/contrib/test_dnnl.py
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| param_lst += ["data1"] | ||
| return relay.nn.relu(out), dic, param_lst | ||
|
|
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| conv2d_bn_sum_relu, dic, param_lst = get_conv2d_bn_sum_relu(x_shape, k_shape, sum_shape=(1, 16, 6, 6), dtype=dtype) |
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| conv2d_bn_sum_relu, dic, param_lst = get_conv2d_bn_sum_relu(x_shape, k_shape, sum_shape=(1, 16, 6, 6), dtype=dtype) | |
| conv2d_bn_sum_relu, dic, param_lst = get_conv2d_bn_sum_relu( | |
| x_shape, k_shape, sum_shape=(1, 16, 6, 6), dtype=dtype | |
| ) |
yangulei
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Jul 28, 2022
tests/python/contrib/test_dnnl.py
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| config = conv2d_bn_sum_relu, dic, param_lst | ||
| run_and_verify_func(config, run_module=run_module, dtype=dtype) | ||
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| conv2d_bn_sum_relu, dic, param_lst = get_conv2d_bn_sum_relu(x_shape, k_shape, sum_shape=(1, 16, 1, 1), dtype=dtype) |
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| conv2d_bn_sum_relu, dic, param_lst = get_conv2d_bn_sum_relu(x_shape, k_shape, sum_shape=(1, 16, 1, 1), dtype=dtype) | |
| conv2d_bn_sum_relu, dic, param_lst = get_conv2d_bn_sum_relu( | |
| x_shape, k_shape, sum_shape=(1, 16, 1, 1), dtype=dtype | |
| ) |
yangulei
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Jul 28, 2022
tests/python/contrib/test_dnnl.py
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| # tvm.testing.main() | ||
| test_conv2d_bias_sum_relu(True) No newline at end of file |
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| # tvm.testing.main() | |
| test_conv2d_bias_sum_relu(True) | |
| tvm.testing.main() | |
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Author
|
@masahi Could you please review this PR? This PR adds |
masahi
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Aug 1, 2022
xinetzone
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Nov 25, 2022
* add post_sum pattern * add checkers for sum pattern * fix lint * fix error in test_pass_partition_graph * fix lint error
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This PR add
conv2d-add-sum-relupattern, and the corresponding test case is added.