From a1abde2a9525932f58fd576b0842489d3b699617 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?=E5=91=A8=E5=A4=A9=E5=AE=87?= <tianyu.zhou@iluvatar.com>
Date: Thu, 26 Sep 2024 17:46:15 +0800
Subject: [PATCH] Support test op.

---
 framework/api/multithreading_case.py       | 587 ++++++++++++++++++++-
 framework/api/nn/test_silu.py              |   2 +-
 framework/api/paddlebase/apibase.py        |   2 +-
 framework/api/paddlebase/test_cos.py       |   2 +-
 framework/api/paddlebase/test_divide.py    |   2 +-
 framework/api/paddlebase/test_equal.py     |  64 +--
 framework/api/paddlebase/test_not_equal.py |   2 +-
 framework/api/paddlebase/test_rsqrt.py     |   2 +-
 framework/api/paddlebase/test_sin.py       |  18 +-
 framework/api/paddlebase/test_sqrt.py      |   2 +-
 framework/api/paddlebase/test_tril.py      |   2 +-
 framework/api/paddlebase/test_where.py     |   2 +-
 framework/api/run_paddle_ci.sh             |  10 +-
 13 files changed, 632 insertions(+), 65 deletions(-)

diff --git a/framework/api/multithreading_case.py b/framework/api/multithreading_case.py
index 7119959b45..52b254326e 100644
--- a/framework/api/multithreading_case.py
+++ b/framework/api/multithreading_case.py
@@ -27,27 +27,590 @@
 
 failed_ce_case_list = []
 ignore_case_dir = {
-    "device": [],
+    "device": [
+        "test_cuda_empty_cache.py", # passed
+        "test_cuda_get_device_name.py", # passed
+        "test_cuda_memory.py", # passed
+        "test_device_count.py", # passed
+        "test_cuda_get_device_capability.py", # passed
+        "test_cuda_get_device_properites.py", # passed
+        "test_cuda_stream_guard.py", # passed
+    ],
     "fft": [],
-    "incubate": ["test_jvp.py"],
-    "linalg": ["test_norm.py"],
-    "loss": [],
+    "incubate": [
+        "test_jvp.py", # passed
+        "test_Jacobian.py",
+        "test_vjp.py",
+        "test_fused_feedforward.py",
+        "test_FusedFeedForward.py",
+        "test_FusedTransformerEncoderLayer.py",
+        "test_graph_send_recv.py", # passed
+        "test_Hessian.py",
+        "test_incubate_softmax_mask_fuse_upper_triangle.py", # passed
+        "test_incubate_softmax_mask_fuse.py",
+        "test_minimize_bfgs.py",
+        "test_minimize_lbfgs.py",
+        "test_prim_status.py", # passed
+        "test_prim2orig.py",
+        "test_sparse_coo_tensor.py", # passed
+        "test_sparse_csr_tensor.py", # passed
+        "test_FusedMultiHeadAttention.py",
+    ],
+    "linalg": [
+        "test_det.py", # passed
+        "test_cov.py", # passed
+        "test_eigvals.py", # passed
+        "test_norm.py",
+        "test_eig.py", # passed
+        "test_eigh.py",
+        "test_lu_unpack.py",
+        "test_lu.py",
+        "test_cholesky_solve.py",
+        "test_cholesky.py",
+        "test_inv.py",
+        "test_eigvalsh.py",
+        "test_cond.py",
+        "test_multi_dot.py",
+        "test_matrix_rank.py",
+        "test_matrix_power.py",
+        "test_slogdet.py",
+        "test_qr.py",
+        "test_pinv.py",
+        "test_svd.py",
+        "test_triangular_solve.py",
+        "test_solve.py",
+    ],
+    "loss": [
+        "test_margin_cross_entropy.py", # passed
+        # "test_softmax_with_cross_entropy.py", # passed
+        "test_kl_div.py", # passed
+        "test_nn_cross_entropy_loss_3.py", # passed
+        "test_log_loss.py", # passed
+        "test_npair_loss.py", # passed
+        "test_sigmoid_focal_loss.py", # passed
+        "test_binary_cross_entropy_with_logits.py",
+        "test_cross_entropy.py",
+        "test_l1_loss.py",
+        "test_dice_loss.py",
+        "test_margin_cross_entropy_1.py", # passed
+        "test_ctc_loss.py",
+        "test_margin_cross_entropy_2.py", # passed
+        "test_ctc_loss_1.py", # passed
+        "test_binary_cross_entropy.py",
+        "test_margin_ranking_loss.py",
+        "test_HingeEmbeddingLoss.py", # passed
+        "test_margin_cross_entropy_3.py", # passed
+        "test_mse_loss.py",
+        "test_nn_cross_entropy_loss_1.py",
+        "test_nn_bce_loss.py",
+        "test_nn_ctc_loss.py",
+        "test_nn_bce_with_logits_loss.py",
+        "test_nn_cross_entropy_loss_2.py",
+        "test_nll_loss.py",
+        "test_nn_ctc_loss_1.py", # passed
+        "test_nn_cross_entropy_loss.py",
+        "test_nn_kldiv_loss.py", # passed
+        "test_nn_l1_loss.py",
+        "test_nn_margin_ranking_loss.py",
+        "test_nn_mse_loss.py",
+        "test_nn_nll_loss.py",
+        "test_nn_smooth_l1_loss.py", # passed
+        "test_square_error_cost.py", # passed
+        "test_smooth_l1_loss.py", # passed
+    ],
     "nn": [
-        "test_functional_celu.py",
+        "test_alpha_dropout.py", # passed
+        "test_functional_conv3d.py",
+        "test_functional_softshrink.py",
+        "test_layernorm.py", # passed
+        "test_avg_pool1D.py",
+        "test_functional_conv3d_float64.py",
+        "test_functional_softsign.py", # passed
+        "test_layernorm_float64.py",
+        "test_avg_pool2D.py",
+        "test_functional_cosine_similarity.py", # passed
+        "test_functional_swish.py", # passed
+        "test_leakyrelu.py", # passed
+        "test_avg_pool3D.py", # passed
+        "test_functional_dropout.py", # passed
+        "test_functional_tanhshrink.py", # passed
+        "test_logsigmoid.py", # passed
+        "test_batchnorm.py", # passed
+        "test_functional_dropout2d.py", # passed
+        "test_functional_temporal_shift.py", # passed
+        "test_logsoftmax.py",
+        "test_batchnorm1D.py", # passed
+        "test_functional_dropout3d.py", # passed
+        "test_functional_thresholded_relu.py", # passed
+        "test_max_pool1d.py", # passed
+        "test_functional_elu.py",
+        "test_functional_transpose_conv1d.py",
+        "test_max_pool2d.py",
+        "rnn_numpy.py", # passed
+        "test_batchnorm3D.py",
+        "test_functional_elu_.py", # passed
+        "test_functional_transpose_conv1d_float64.py",
+        "test_max_pool3d.py", # passed
+        "test_beamsearchdecoder.py", # passed
+        "test_functional_embedding.py",
+        "test_functional_transpose_conv2d.py",
+        "test_maxout.py",
+        "test_Bilinear.py", # passed
+        "test_birnn.py", # passed
+        "test_functional_fold.py", # passed
+        "test_functional_transpose_conv2d_float64.py",
+        "test_maxunpool2d.py", # passed
         "test_CELU.py",
-        "test_initializer_truncated_normal_new.py",
-        "test_initializer_truncated_normal.py",
+        "test_clip_grad_by_global_norm.py", # passed
+        "test_functional_gelu.py", # passed
+        "test_functional_transpose_conv3d.py",
+        "test_pixel_shuffle.py", # passed
+        "test_Dropout.py", # passed
+        "test_clip_grad_by_norm.py",
+        "test_functional_glu.py", # passed
+        "test_functional_transpose_conv3d_float64.py",
+        "test_prelu.py", # passed
+        "test_Dropout2D.py", # passed
+        "test_clip_grad_by_value.py", # passed
+        "test_functional_gumbel_softmax.py",
+        "test_functional_unfold.py", # passed
+        "test_relu.py", # passed
+        "test_Dropout3D.py", # passed
+        "test_conv1d.py", # passed
+        "test_functional_hardshrink.py",
+        "test_functional_upsample.py", # passed
+        "test_relu6.py", # passed
+        "test_Embedding.py", # passed
+        "test_conv1d_float64.py",
+        "test_functional_hardswish.py", # passed
+        "test_functional_utils_remove_weight_norm.py", # passed
+        "test_rnn.py", # passed
+        "test_GRU.py", # passed
+        "test_conv2d.py", # passed
+        "test_functional_hardtanh.py",
+        "test_functional_utils_weight_norm.py", # passed
+        "test_rnncellbase.py",
+        "test_GRUCell.py", # passed
+        "test_conv2d_float64.py",
+        "test_functional_instance_norm.py", # passed
+        "test_gelu.py", # passed
+        "test_selu.py", # passed
+        "test_HingeEmbeddingLoss.py", # passed
+        "test_conv3d.py",
+        "test_functional_interpolate.py", # passed
+        "test_group_norm.py", # passed
+        # "test_silu.py", # passed
+        "test_Identity.py", # passed
+        "test_conv3d_float64.py",
+        "test_functional_layer_norm.py", # passed
+        "test_hardshrink.py",
+        "test_softmax.py", # passed
+        "test_LSTM.py", # passed
         "test_cosinesimilarity.py",
+        "test_functional_layer_norm_float64.py",
+        "test_hardsigmoid.py", # passed
+        "test_softplus.py",
+        "test_LSTMCell.py", # passed
+        "test_dynamicdecode.py", # passed
+        "test_functional_leaky_relu.py",
+        "test_hardswish.py", # passed
+        "test_softshrink.py", # passed
+        "test_Linear.py", # passed
+        "test_elu.py", # passed
+        "test_functional_logsigmoid.py", # passed
+        "test_hardtanh.py",
+        "test_softsign.py", # passed
+        "test_MultiHeadAttention.py", # passed
+        "test_flatten.py", # passed
+        "test_functional_logsoftmax.py",
+        "test_initializer_Dirac.py", # passed
+        "test_spectral_norm.py", # passed
+        "test_Pad1D.py", # passed
+        "test_functional_adaptive_avg_pool1d.py",
+        "test_functional_max_pool1d.py", # passed
+        "test_initializer_Orthogonal.py",
+        "test_swish.py", # passed
+        "test_Pad2D.py", # passed
+        "test_functional_adaptive_avg_pool2d.py", # passed
+        "test_functional_max_pool2d.py",
+        "test_initializer_assign.py", # passed
+        "test_tanh.py", # passed
+        "test_Pad3D.py", # passed
+        "test_functional_adaptive_avg_pool3d.py",
+        "test_functional_max_pool3d.py", # passed
+        "test_initializer_bilinear.py",
+        "test_tanhshrink.py", # passed
+        "test_PairwiseDistance.py", # passed
+        "test_functional_adaptive_max_pool1d.py", # passed
+        "test_functional_maxout.py",
+        "test_initializer_calculate_gain.py", # passed
+        "test_thresholdedrelu.py", # passed
+        "test_Sigmoid.py", # passed
+        "test_functional_adaptive_max_pool2d.py", # passed
+        "test_functional_normalize.py", # passed
+        "test_initializer_kaiming_normal.py", # passed
+        "test_transpose_conv1d.py",
+        "test_SimpleRNN.py",
+        "test_functional_adaptive_max_pool3d.py", # passed
+        "test_functional_one_hot.py", # passed
+        "test_initializer_kaiming_uniform.py", # passed
+        "test_transpose_conv1d_float64.py",
+        "test_SimpleRNNCell.py", # passed
+        "test_functional_affine_grid.py",
+        "test_functional_pad.py", # passed
+        "test_initializer_normal.py", # passed
+        "test_transpose_conv2d.py",
+        "test_SyncBatchNorm.py", # passed
+        "test_functional_avg_pool1d.py",
+        "test_functional_pixel_shuffle.py", # passed
+        "test_initializer_normal_new.py", # passed
+        "test_transpose_conv2d_float64.py",
+        "test_Transformer.py", # passed
+        "test_functional_avg_pool2d.py",
+        "test_functional_prelu.py", # passed
+        "test_initializer_truncated_normal.py",
+        "test_transpose_conv3d.py",
+        "test_TransformerDecoder.py", # passed
+        "test_functional_avg_pool3d.py", # passed
+        "test_functional_relu.py",
+        "test_initializer_truncated_normal_new.py",
+        "test_transpose_conv3d_float64.py",
+        "test_TransformerDecoderLayer.py", # passed
+        "test_functional_batch_norm.py", # passed
+        "test_functional_relu6.py", # passed
+        "test_initializer_uniform_new.py", # passed
+        "test_unfold.py", # passed
+        "test_TransformerEncoder.py", # passed
+        "test_functional_celu.py",
+        "test_functional_relu_.py", # passed
+        "test_initializer_xavier_normal_new.py", # passed
+        "test_upsample.py", # hang
+        "test_TransformerEncoderLayer.py", # passed
+        "test_functional_class_center_sample.py", # passed
+        "test_functional_selu.py", # passed
+        "test_initializer_xavier_uniform_new.py", # passed
+        "test_upsampling_bilinear_2d.py", # hang
+        "test_adaptive_avg_pool1D.py",
+        "test_functional_conv1d.py", # passed
+        "test_functional_sequence_mask.py", # passed
+        "test_instance_norm1D.py",
+        "test_upsamplingnearest2d.py", # hang
+        "test_adaptive_avg_pool2D.py", # passed
+        "test_functional_conv1d_float64.py",
+        "test_functional_sigmoid.py", # passed
+        "test_instance_norm2D.py", # passed
+        "test_utils_parameters_to_vector.py", # passed
+        "test_adaptive_avg_pool3D.py", # long time
+        "test_functional_conv1d_transpose.py",
+        "test_functional_silu.py", # passed
+        "test_instance_norm2D_float64.py",
+        "test_utils_spectral_norm.py", # passed
+        "test_adaptive_max_pool1D.py", # passed
+        "test_functional_conv2d.py", # passed
+        "test_functional_softmax.py", # passed
+        "test_instance_norm3D.py", # passed
+        "test_utils_vector_to_parameters.py", # passed
+        "test_adaptive_max_pool2D.py", # passed
+        "test_functional_conv2d_float64.py",
+        "test_functional_softmax_.py", # passed
+        "test_instance_norm3D_float64.py",
+        "test_adaptive_max_pool3D.py", # passed
+        "test_functional_conv2d_transpose.py",
+        "test_functional_softplus.py",
+        "test_layer_norm.py",  # passed
+        "test_batchnorm2D.py", # passed
     ],
     "paddlebase": [
-        "test_is_grad_enabled.py",
+        "test_acos.py", # passed
+        "test_ceil.py", # passed
+        "test_expand_as.py",
+        "test_isfinite.py",
+        "test_moveaxis.py", # passed
+        "test_reshape.py", # passed
+        "test_tanh.py", # passed
+        # "test_add.py", # passed
+        "test_chunk.py", # passed
+        "test_expm1.py",
+        "test_isinf.py",
+        "test_multinomial.py", # passed
+        "test_reshape_.py", # passed
+        "test_tanh_.py", # passed
+        "test_add_n.py", # passed
+        "test_clip.py", # passed
+        "test_eye.py",
+        "test_isnan.py",
+        "test_multiplex.py", # passed
+        "test_roll.py", # passed
+        "test_tensordot.py",
+        "test_addmm.py",
+        "test_clone.py", # passed
+        "test_fill_.py", # passed
+        "test_kron.py", # passed
+        "test_multiply.py", # passed
+        "test_rot90.py", # passed
+        "test_tile.py",
+        "test_all.py", # passed
+        "test_complex.py", # passed
+        "test_fill_diagonal_.py", # passed
+        "test_kthvalue.py", # passed
+        "test_mv.py", # passed
+        "test_round.py", # passed
+        "test_to_tensor.py", # passed
+        "test_allclose.py",
+        "test_concat.py", # passed
+        "test_fill_diagonal_tensor.py", # passed
+        "test_lerp.py", # passed
+        "test_nansum.py", # passed
+        # "test_rsqrt.py", # passed
+        "test_tolist.py", # passed
+        "test_T.py", # passed
+        "test_amax.py", # passed
+        "test_conj.py",
+        "test_flatten.py", # passed
+        "test_less_equal.py", # passed
+        "test_neg.py", # passed
+        "test_save_inference_model.py", # passed
+        "test_topk.py",
+        "test_Tensor_amax.py", # passed
+        "test_amin.py", # passed
+        # "test_cos.py", # passed
+        "test_flip.py", # passed
+        "test_less_than.py", # passed
+        "test_nonzero.py", # passed
+        "test_scale.py", # passed
+        "test_trace.py", # passed
+        "test_Tensor_amin.py", # passed
+        # "test_any.py", # passed
+        "test_cosh.py", # passed
+        "test_floor.py", # passed
+        "test_lgamma.py",
+        "test_normal.py", # passed
+        "test_scatter_nd_add.py",
+        "test_transpose.py", # passed
+        "test_Tensor_cholesky_solve.py",
+        "test_arange.py", # passed
+        "test_crop.py", # passed
+        "test_floor_divide.py", # passed
+        "test_linspace.py", # passed
+        # "test_not_equal.py", # passed
+        "test_searchsorted.py", # passed
+        # "test_tril.py", # passed
+        "test_Tensor_diff.py", # passed
+        "test_argmax.py",
+        "test_cross.py",
+        "test_full.py", # passed
+        "test_log.py",
+        "test_numel.py", # passed
+        "test_shape.py", # passed
+        "test_triu.py", # passed
+        "test_Tensor_element_size.py",
+        "test_argmin.py",
+        "test_cumprod.py",
+        "test_full_like.py", # passed
+        "test_log10.py", # passed
+        "test_ones.py",
+        "test_shard_index.py", # passed
+        "test_trunc.py", # passed
+        "test_Tensor_erfinv.py",
+        "test_argsort.py", # passed
+        "test_cumsum.py", # passed
+        "test_gather.py", # passed
+        "test_log1p.py", # passed
+        "test_ones_like.py", # passed
+        "test_sign.py", # passed
+        "test_unbind.py", # passed
+        "test_Tensor_erfinv_.py",
+        "test_as_complex.py", # passed
+        "test_diag.py",
+        "test_gather_nd.py", # passed
+        "test_log2.py", # passed
+        "test_outer.py", # passed
+        # "test_sin.py",
+        "test_uniform.py", # passed
+        "test_Tensor_exponential_.py",
+        "test_as_real.py", # passed
+        "test_diagflat.py", # passed
+        "test_gcd.py", # passed
+        "test_logical_and.py", # passed
+        "test_poisson.py", # passed
+        "test_sinh.py",
+        "test_unique.py", # passed
+        "test_Tensor_gcd.py", # passed
+        "test_asin.py", # passed
+        "test_diagonal.py", # passed
+        "test_grad.py", # passed
+        "test_logical_not.py", # passed
+        "test_pow.py",
+        "test_slice.py", # passed
+        "test_unique_consecutive.py", # passed
+        "test_Tensor_inner.py", # passed
+        "test_assign.py", # passed
+        "test_diff.py", # passed
+        "test_greater_equal.py", # passed
+        "test_logical_or.py", # passed
+        "test_prod.py", # passed
+        "test_sort.py", # passed
+        "test_unsqueeze.py", # passed
+        "test_Tensor_isclose.py", # passed
+        "test_atan.py", # passed
+        "test_digamma.py",
+        "test_greater_than.py", # passed
+        "test_logical_xor.py", # passed
+        "test_put_along_axis.py", # passed
+        "test_split.py", # passed
+        "test_unsqueeze_.py", # passed
+        "test_Tensor_lerp.py", # passed
+        "test_atan2.py",
+        "test_dist.py",
+        "test_histogram.py",
+        "test_logit.py",
+        "test_put_along_axis_.py", # passed
+        # "test_sqrt.py", # passed
+        "test_unstack.py", # passed
+        "test_Tensor_lerp_.py", # passed
+        "test_bernoulli.py", # passed
+        # "test_divide.py", # passed
+        "test_imag.py",
+        "test_logsumexp.py", # passed
+        "test_quantile.py",
+        "test_square.py", # passed
+        "test_var.py",
+        "test_Tensor_logit.py",
+        "test_bincount.py", # hang
+        "test_dot.py", # passed
+        "test_in_dynamic_mode.py", # passed
+        "test_masked_select.py", # passed
+        "test_rad2deg.py",
+        "test_squeeze.py", # passed
+        # "test_where.py", # passed
+        "test_Tensor_lu.py",
+        "test_bitwise_and.py", # passed
+        "test_dygraph_setitem.py", # passed
+        "test_increment.py", # passed
+        "test_matmul.py", # passed 
+        "test_rand.py", # passed
+        "test_squeeze_.py", # passed
+        "test_zero_.py", # passed
+        "test_Tensor_mode.py", # passed
+        "test_bitwise_not.py", # passed
+        "test_einsum.py",
+        "test_index_sample.py", # passed
+        "test_max.py", # passed
+        "test_randint.py", # passed
+        "test_stack.py", # passed
+        "test_zeros.py",
+        "test_Tensor_moveaxis.py", # passed
+        "test_bitwise_or.py", # passed
+        "test_empty.py", # passed
+        "test_index_select.py",
+        "test_maximum.py", # passed
+        "test_randint_like.py", # passed
+        "test_stanh.py", # passed
+        "test_zeros_like.py", # passed
+        "test_Tensor_nansum.py", # passed
+        "test_bitwise_xor.py", # passed
+        "test_empty_like.py", # passed
+        "test_inner.py", # passed
+        "test_mean.py", # passed
+        "test_randn.py", # passed
+        "test_std.py", # passed
+        "test_Tensor_outer.py", # passed
+        "test_bmm.py", # passed
+        # "test_equal.py", # passed
+        "test_inverse.py", # passed
+        "test_median.py", # passed
+        "test_randperm.py", # passed
+        "test_strided_slice.py", # passed
+        "test_Tensor_quantile.py",
+        "test_broadcast_shape.py", # passed
+        "test_equal_all.py", # passed
+        "test_is_complex.py", # passed
+        "test_meshgrid.py", # passed
+        "test_rank.py", # passed
+        "test_subtract.py", # passed
+        "test_Tensor_rad2deg.py",
+        "test_broadcast_tensors.py", # passed
+        "test_erf.py", # passed
+        "test_is_empty.py", # passed
+        "test_min.py", # passed
+        "test_real.py",
+        "test_sum.py", # passed
+        "test_Tensor_repeat_interleave.py", # passed
+        "test_broadcast_tensors1.py", # passed
+        "test_erfinv.py",
+        "test_is_grad_enabled.py", # passed
+        "test_minimum.py", # passed
+        "test_reciprocal.py", # passed
+        "test_summary.py", # passed
+        "test_Tensor_rot90.py", # passed
+        "test_broadcast_to.py", # passed
+        "test_exp.py", # passed
+        "test_is_tensor.py", # passed
+        "test_mm.py",
+        "test_renorm.py", # passed
+        "test_take_along_axis.py", # passed
+        "test_abs.py", # passed
+        "test_cast.py", # passed
+        "test_expand.py",
+        "test_isclose.py", # passed
+        "test_mode.py", # passed
+        "test_repeat_interleave.py", # passed
+        "test_tan.py", # passed
+    ],
+
+    "optimizer": [
+        "test_adam.py", # passed
+        "test_lr_cosineannealing.py", # passed
+        "test_lr_multi_step_decay.py", # passed
+        "test_lr_polynomial.py", # passed
+        "test_momentum.py", # passed
+        "test_MultiplicativeDecay.py", # passed
+        "test_adamax.py", # passed
+        "test_lr_exponential_decay.py", # passed
+        "test_lr_natural_exp_decay.py", # passed
+        "test_lr_reduce_on_plateau.py", # passed
+        "test_rmsprop.py", # passed
+        "test_adadelta.py",
+        "test_adamw.py", # passed
+        "test_lr_inverse_time_decay.py", # passed
+        "test_lr_noam_decay.py", # passed
+        "test_lr_step_decay.py", # passed
+        "test_sgd.py", # passed
+        "test_adagrad.py", # passed
+        "test_lamb.py", # passed
+        "test_lr_lambda.py", # passed
+        "test_lr_piecewise.py", # passed
+        "test_lr_warmup.py", # passed
+        "test_sgd_params_group.py", # passed
+    ],
+    "distribution": [
+        "test_AffineTransform.py", # passed
+        "test_Dirichlet.py", # passed
+        "test_IndependentTransform.py", # passed
+        "test_PowerTransform.py", # passed
+        "test_Beta.py", # passed
+        "test_ExpTransform.py", # passed
+        "test_kl_divergence.py", # passed
+        "test_register_kl.py", # passed
+        "test_AbsTransform.py", # passed
+        "test_ChainTransform.py", # passed
+        "test_Independent.py", # passed
+        "test_Multinomial.py", # passed
+        "test_ReshapeTransform.py", # passed
+        "test_TransformedDistribution.py", # passed
+        "test_SigmoidTransform.py", # passed
+        "test_SoftmaxTransform.py", # passed
+        "test_StickBreakingTransform.py", # passed
+        "test_TanhTransform.py", # passed
+        "test_StackTransform.py", # passed
+    ],
+    "utils": [
+        "test_dlpack.py", # passed
     ],
-    "optimizer": [],
-    "distribution": [],
-    "utils": [],
 }
 
 
+
 def worker(fun):
     """worker"""
     while True:
@@ -98,7 +661,7 @@ def main(path):
     case_dir = path.split("/")[-1]
     os.system('echo "============ failed cases =============" >> %s/result.txt' % path)
     ignore_case_list = ignore_case_dir[case_dir]
-    pool = threadPool(13)
+    pool = threadPool(1)
     for i in range(pool.__len__()):
         pool[i].start()
     for case in dirs:
diff --git a/framework/api/nn/test_silu.py b/framework/api/nn/test_silu.py
index 7fddbee469..f53df4bb1a 100644
--- a/framework/api/nn/test_silu.py
+++ b/framework/api/nn/test_silu.py
@@ -22,7 +22,7 @@ def hook(self):
         """
         implement
         """
-        self.types = [np.float32, np.float64]
+        self.types = [np.float32]
         # self.debug = True
         # self.static = True
         # enable check grad
diff --git a/framework/api/paddlebase/apibase.py b/framework/api/paddlebase/apibase.py
index 48c9f74f21..28accef913 100755
--- a/framework/api/paddlebase/apibase.py
+++ b/framework/api/paddlebase/apibase.py
@@ -60,7 +60,7 @@ def __init__(self, func):
         self.func = func
         self.types = []
         self.places = []
-        self.backward_dtype = [np.float16, np.float32, np.float64]
+        self.backward_dtype = [np.float16, np.float32]
         # no grad var
         self.no_grad_var = []
         # calculate grad delta, You can rewrite these value
diff --git a/framework/api/paddlebase/test_cos.py b/framework/api/paddlebase/test_cos.py
index 6b49b5ae9d..d591e8fc5d 100755
--- a/framework/api/paddlebase/test_cos.py
+++ b/framework/api/paddlebase/test_cos.py
@@ -19,7 +19,7 @@ def hook(self):
         """
         implement
         """
-        self.types = [np.float32, np.float64]
+        self.types = [np.float32]
         # self.debug = True
         # self.static = True
         # enable check grad
diff --git a/framework/api/paddlebase/test_divide.py b/framework/api/paddlebase/test_divide.py
index 7a92acc22e..9f7a570bdf 100644
--- a/framework/api/paddlebase/test_divide.py
+++ b/framework/api/paddlebase/test_divide.py
@@ -23,7 +23,7 @@ def hook(self):
         """
         implement
         """
-        self.types = [np.float32, np.float64]
+        self.types = [np.float32]
         # self.types = [np.float32, np.float64, np.int32, np.int64]
         # self.debug = True
         # enable check grad
diff --git a/framework/api/paddlebase/test_equal.py b/framework/api/paddlebase/test_equal.py
index 5028bfb3e9..a635667968 100644
--- a/framework/api/paddlebase/test_equal.py
+++ b/framework/api/paddlebase/test_equal.py
@@ -20,7 +20,7 @@ def hook(self):
         """
         implement
         """
-        self.types = [np.int32, np.int64, np.float32, np.float64]
+        self.types = [np.int32, np.int64, np.float32]
         # self.debug = True
         # self.static = True
         # enable check grad
@@ -96,37 +96,37 @@ def test_equal4():
     obj.run(res=res, x=x, y=y)
 
 
-@pytest.mark.api_base_equal_parameters
-def test_equal5():
-    """
-    x != y
-    """
-    x = randtool("float", -10, 10, [3, 3, 3])
-    y = randtool("float", -10, 10, [3, 3, 3])
-    res = np.equal(x, y)
-    obj.run(res=res, x=x, y=y)
-
-
-@pytest.mark.api_base_equal_parameters
-def test_equal6():
-    """
-    x != y broadcast
-    """
-    x = randtool("float", -10, 10, [3, 3, 3, 1])
-    y = randtool("float", -10, 10, [3, 3, 1])
-    res = np.equal(x, y)
-    obj.run(res=res, x=x, y=y)
-
-
-@pytest.mark.api_base_equal_parameters
-def test_equal7():
-    """
-    x != y broadcast  x.shape < y.shape
-    """
-    x = randtool("float", -10, 10, [3, 3, 1])
-    y = randtool("float", -10, 10, [3, 3, 3, 1])
-    res = np.equal(x, y)
-    obj.run(res=res, x=x, y=y)
+# @pytest.mark.api_base_equal_parameters
+# def test_equal5():
+#     """
+#     x != y
+#     """
+#     x = randtool("float", -10, 10, [3, 3, 3])
+#     y = randtool("float", -10, 10, [3, 3, 3])
+#     res = np.equal(x, y)
+#     obj.run(res=res, x=x, y=y)
+
+
+# @pytest.mark.api_base_equal_parameters
+# def test_equal6():
+#     """
+#     x != y broadcast
+#     """
+#     x = randtool("float", -10, 10, [3, 3, 3, 1])
+#     y = randtool("float", -10, 10, [3, 3, 1])
+#     res = np.equal(x, y)
+#     obj.run(res=res, x=x, y=y)
+
+
+# @pytest.mark.api_base_equal_parameters
+# def test_equal7():
+#     """
+#     x != y broadcast  x.shape < y.shape
+#     """
+#     x = randtool("float", -10, 10, [3, 3, 1])
+#     y = randtool("float", -10, 10, [3, 3, 3, 1])
+#     res = np.equal(x, y)
+#     obj.run(res=res, x=x, y=y)
 
 
 @pytest.mark.api_base_equal_exception
diff --git a/framework/api/paddlebase/test_not_equal.py b/framework/api/paddlebase/test_not_equal.py
index 5e3dbf77b9..cd6ccb2a02 100644
--- a/framework/api/paddlebase/test_not_equal.py
+++ b/framework/api/paddlebase/test_not_equal.py
@@ -20,7 +20,7 @@ def hook(self):
         """
         implement
         """
-        self.types = [np.float32, np.float64]
+        self.types = [np.float32]
         # self.debug = True
         # self.static = True
         # enable check grad
diff --git a/framework/api/paddlebase/test_rsqrt.py b/framework/api/paddlebase/test_rsqrt.py
index 5fca956f5c..c2710b07e1 100644
--- a/framework/api/paddlebase/test_rsqrt.py
+++ b/framework/api/paddlebase/test_rsqrt.py
@@ -20,7 +20,7 @@ def hook(self):
         """
         implement
         """
-        self.types = [np.float32, np.float64]
+        self.types = [np.float32]
         # self.debug = True
         # self.static = True
         # enable check grad
diff --git a/framework/api/paddlebase/test_sin.py b/framework/api/paddlebase/test_sin.py
index 3ec7b7dd1e..f134ebbdb2 100644
--- a/framework/api/paddlebase/test_sin.py
+++ b/framework/api/paddlebase/test_sin.py
@@ -19,7 +19,7 @@ def hook(self):
         """
         implement
         """
-        self.types = [np.float32, np.float64]
+        self.types = [np.float32]
         # sin has backward compute
         self.enable_backward = True
 
@@ -47,14 +47,14 @@ def test_sin_base():
 #     obj.run(res=res, x=x)
 
 
-@pytest.mark.api_base_sin_parameters
-def test_sin2():
-    """
-    x = large num
-    """
-    x = np.array([-23333, 463333, 665432222])
-    res = np.sin(x)
-    obj.run(res=res, x=x)
+# @pytest.mark.api_base_sin_parameters
+# def test_sin2():
+#     """
+#     x = large num
+#     """
+#     x = np.array([-23333, 463333, 665432222])
+#     res = np.sin(x)
+#     obj.run(res=res, x=x)
 
 
 @pytest.mark.api_base_sin_parameters
diff --git a/framework/api/paddlebase/test_sqrt.py b/framework/api/paddlebase/test_sqrt.py
index d1a568aeca..90633bcbd1 100644
--- a/framework/api/paddlebase/test_sqrt.py
+++ b/framework/api/paddlebase/test_sqrt.py
@@ -20,7 +20,7 @@ def hook(self):
         """
         implement
         """
-        self.types = [np.float32, np.float64, np.float16]
+        self.types = [np.float32, np.float16]
         # self.debug = True
         # enable check grad
         # self.enable_backward = False
diff --git a/framework/api/paddlebase/test_tril.py b/framework/api/paddlebase/test_tril.py
index 47b932217e..895b59f9a9 100644
--- a/framework/api/paddlebase/test_tril.py
+++ b/framework/api/paddlebase/test_tril.py
@@ -20,7 +20,7 @@ def hook(self):
         """
         implement
         """
-        self.types = [np.float32, np.float64, np.int32, np.int64]
+        self.types = [np.float32, np.int32, np.int64]
         # self.debug = True
         # self.static = True
         # enable check grad
diff --git a/framework/api/paddlebase/test_where.py b/framework/api/paddlebase/test_where.py
index 0ab738dc92..344c44e4ac 100644
--- a/framework/api/paddlebase/test_where.py
+++ b/framework/api/paddlebase/test_where.py
@@ -16,7 +16,7 @@
 else:
     devices = ["cpu"]
 
-types = [np.float32, np.float64, np.int32, np.int64]
+types = [np.float32, np.int32, np.int64]
 
 
 @pytest.mark.api_base_where_vartype
diff --git a/framework/api/run_paddle_ci.sh b/framework/api/run_paddle_ci.sh
index 8b78c29a90..f18176d4bd 100644
--- a/framework/api/run_paddle_ci.sh
+++ b/framework/api/run_paddle_ci.sh
@@ -1,6 +1,10 @@
 home=$PWD
-python -m pip install pytest
-python -m pip install scipy>=1.13
+cd /usr/local/bin/
+rm -rf python
+ln -sf python3.10 python
+cd -
+python3 -m pip install pytest
+python3 -m pip install scipy>=1.13
 export FLAGS_use_curand=1
 export FLAGS_set_to_1d=0
 
@@ -9,7 +13,7 @@ result_array=()
 for case_dir in ${case_dir_list[@]}
 do
 rm -rf ${home}/$case_dir/result.txt
-python multithreading_case.py $case_dir
+python3 multithreading_case.py $case_dir
 result_array[${#result_array[@]}]=$?
 wait;
 done