Add GPU visibility and other fixes (#4319)

* Add ngraph visibility exports for the NVIDIA GPU backend.

* Remove GroupConvTranspose emitter.

* Disable failing tests that have appeared since removal of GPU backend in v0.25

* Update src/ngraph/runtime/gpu/unit_test.manifest

* Add more disabled tests.

* Add more disabled tests.
Co-authored-by: Robert Kimball <robert.kimball@intel.com>

src/ngraph/runtime/gpu/gpu_backend_visibility.hpp

+//*****************************************************************************
+// Copyright 2017-2020 Intel Corporation
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//     http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+//*****************************************************************************
+
+#include "ngraph/visibility.hpp"
+
+#ifdef GPU_BACKEND_DLL_EXPORTS // defined if we are building the GPU_BACKEND
+#define GPU_BACKEND_API NGRAPH_HELPER_DLL_EXPORT
+#else
+#define GPU_BACKEND_API NGRAPH_HELPER_DLL_IMPORT
+#endif

src/ngraph/runtime/gpu/gpu_emitter.cpp

@@ -1786,11 +1786,6 @@ std::string runtime::gpu::GPU_Emitter::emit_v0_Atan2(EMIT_ARGS)
     throw unsupported_op("Unsupported op '" + node->description() + "'");
 }
 
-std::string runtime::gpu::GPU_Emitter::emit_v0_GroupConvolutionTranspose(EMIT_ARGS)
-{
-    throw unsupported_op("Unsupported op '" + node->description() + "'");
-}
-
 std::string runtime::gpu::GPU_Emitter::emit_v1_Broadcast(EMIT_ARGS)
 {
     throw unsupported_op("Unsupported op '" + node->description() + "'");

src/ngraph/runtime/gpu/unit_test.manifest

@@ -240,3 +240,265 @@ lrn_across_all_dims
 lrn_across_nw
 lrn_across_empty
 lrn_6D_across_2_axes
+
+## New test failures when upgrading NVIDIA GPU backend to master
+model_reshape_reduced_dims
+model_reshape_reordered_dims
+model_reshape_extended_dims
+model_reshape_single_dim
+model_reshape_negative_dim
+model_reshape_negative_with_zero_dim
+model_reshape_output_shape_as_input
+model_depth_to_space
+model_depth_to_space_chw
+model_space_to_depth
+model_space_to_depth_chw
+model_flatten
+model_split_equal_parts_default
+model_split_equal_parts_2d
+model_split_variable_parts_2d
+model_expand_static_shape
+model_conv2d_strides_padding
+model_conv2d_strides_no_padding
+model_conv2d_strides_assymetric_padding
+model_conv2d_dilation_assymetric_pads_strides
+model_conv3d_bias
+model_conv_transpose_w_groups
+model_average_pool_2d
+model_average_pool_2d_pads
+model_max_pool_2d_pads
+model_global_lp_pool_p0
+model_global_lp_pool_p1
+model_global_lp_pool_p2
+model_global_lp_pool_p3
+model_convtranspose_output_shape
+model_convtranspose_output_shape_auto_pads_same_upper
+model_convtranspose_output_shape_auto_pads_same_lower
+model_convtranspose_groups_w_pads
+model_convtranspose_groups_pads_bias
+test_test_case
+test_test_case_mutliple_inputs
+model_add_abc
+model_binary_add_abc
+model_add_abc_initializers
+model_custom_op
+model_custom_op_default_domain
+model_initializer_wo_input
+model_addmul_abc
+model_argmin_no_keepdims
+model_sum_opset1
+model_sum
+model_cum_sum_1d
+model_cum_sum_2d_axis_input
+model_cum_sum_2d_dynamic_axis_input
+model_cum_sum_3d_exclusive_reverse
+model_min_two_inputs_opset1
+model_min_two_inputs
+model_max_opset1
+model_max
+model_mean_opset1
+model_mean
+model_gemm_abc
+model_softmax
+model_sub
+model_div
+model_add_bcast
+model_reduce_log_sum
+model_reduce_log_sum_exp
+model_reduce_l1
+model_reduce_l2
+model_reduce_max
+model_reduce_mean
+model_reduce_min
+model_reduce_prod
+model_reduce_sum
+model_reduce_sum_square
+model_leaky_relu
+model_selu
+model_thresholded_relu
+model_softplus
+model_softplus_infinity
+model_sum_opset8
+model_argmax_int32
+model_argmin_int32
+model_top_k
+top_k_opset_10
+top_k_opset_10_const_k
+top_k_opset_11_const_k_smallest
+model_one_hot_with_axis
+model_one_hot_without_axis
+model_where
+model_shrink_float
+model_shrink_int
+model_lp_norm_p1
+model_lp_norm_p2
+model_lp_norm_default
+model_instance_normalization
+model_mod
+model_scatterND
+model_gatherND_int32
+model_gatherND_float
+model_pad_constant
+model_reciprocal
+tile_3d_small_data_rank
+tile_3d_few_repeats
+select_v1
+round
+round_2D
+random_uniform_all_static_seed_unused
+random_uniform_all_static_seed_used
+random_uniform_seed_use_dynamic
+random_uniform_all_static_range_dynamic
+random_uniform_dynamic_shapes
+matmul_2x3_3x3_int64
+v1_group_conv_backprop_data
+v1_group_conv_backprop_data_output_shape
+dyn_generate_mask
+gather_2d_negative_and_positive_indices_no_axis_2d_i
+model_reshape_reduced_dims
+model_reshape_reordered_dims
+model_reshape_extended_dims
+model_reshape_single_dim
+model_reshape_negative_dim
+model_reshape_negative_with_zero_dim
+model_reshape_output_shape_as_input
+model_depth_to_space
+model_depth_to_space_chw
+model_space_to_depth
+model_space_to_depth_chw
+model_flatten
+model_split_equal_parts_default
+model_split_equal_parts_2d
+model_split_variable_parts_2d
+model_expand_static_shape
+model_conv2d_strides_padding
+model_conv2d_strides_no_padding
+model_conv2d_strides_assymetric_padding
+model_conv2d_dilation_assymetric_pads_strides
+model_conv3d_bias
+model_conv_transpose_w_groups
+model_average_pool_2d
+model_average_pool_2d_pads
+model_max_pool_2d_pads
+model_global_lp_pool_p0
+model_global_lp_pool_p1
+model_global_lp_pool_p2
+model_global_lp_pool_p3
+model_convtranspose_output_shape
+model_convtranspose_output_shape_auto_pads_same_upper
+model_convtranspose_output_shape_auto_pads_same_lower
+model_convtranspose_groups_w_pads
+model_convtranspose_groups_pads_bias
+test_test_case
+test_test_case_mutliple_inputs
+model_add_abc
+model_binary_add_abc
+model_add_abc_initializers
+model_custom_op
+model_custom_op_default_domain
+model_initializer_wo_input
+model_addmul_abc
+model_argmin_no_keepdims
+model_sum_opset1
+model_sum
+model_cum_sum_1d
+model_cum_sum_2d_axis_input
+model_cum_sum_2d_dynamic_axis_input
+model_cum_sum_3d_exclusive_reverse
+model_min_two_inputs_opset1
+model_min_two_inputs
+model_max_opset1
+model_max
+model_mean_opset1
+model_mean
+model_gemm_abc
+model_softmax
+model_sub
+model_div
+model_add_bcast
+model_reduce_log_sum
+model_reduce_log_sum_exp
+model_reduce_l1
+model_reduce_l2
+model_reduce_max
+model_reduce_mean
+model_reduce_min
+model_reduce_prod
+model_reduce_sum
+model_reduce_sum_square
+model_leaky_relu
+model_selu
+model_thresholded_relu
+model_softplus
+model_softplus_infinity
+model_sum_opset8
+model_argmax_int32
+model_argmin_int32
+model_top_k
+top_k_opset_10
+top_k_opset_10_const_k
+top_k_opset_11_const_k_smallest
+model_one_hot_with_axis
+model_one_hot_without_axis
+model_where
+model_shrink_float
+model_shrink_int
+model_lp_norm_p1
+model_lp_norm_p2
+model_lp_norm_default
+model_instance_normalization
+model_mod
+model_scatterND
+model_gatherND_int32
+model_gatherND_float
+model_pad_constant
+model_reciprocal
+tile_3d_small_data_rank
+tile_3d_few_repeats
+select_v1
+round
+round_2D
+random_uniform_all_static_seed_unused
+random_uniform_all_static_seed_used
+random_uniform_seed_use_dynamic
+random_uniform_all_static_range_dynamic
+random_uniform_dynamic_shapes
+matmul_2x3_3x3_int64
+v1_group_conv_backprop_data
+v1_group_conv_backprop_data_output_shape
+dyn_generate_mask
+gather_2d_negative_and_positive_indices_no_axis_2d_input
+hardsigmoid
+space_to_depth_block_first
+space_to_depth_depth_first
+depth_to_space_block_first
+depth_to_space_depth_first
+normalize_across_chw_4d
+normalize_across_empty_axes_input
+normalize_across_h_4d
+normalize_across_1axis_5d
+normalize_across_123axes_5d
+normalize_across_c_2x2_shape
+normalize_across_c_2x4_shape
+normalize_across_chw_4d_max_bias
+grn_4d
+grn_2d_with_bias
+lstm_cell_activaction_functions
+fake_quantize_pdpd
+gru_cell_activation_function
+depth_to_space_space_to_depth_block_first
+depth_to_space_space_to_depth_depth_first
+cum_sum_default
+cum_sum_2dim
+cum_sum_3d
+cum_sum_2dim_allmodes
+convert_float32_bf16
+convert_bf16_float32
+backwards_atan2
+atan
+dyn_replace_slice
+atan2
+model_lstm_fwd_hardsigmoid_activation
+model_acosh
+model_asinh
+model_atanh