cale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_1024_head_dim_72_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_1024_head_dim_72_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_1024_head_dim_72_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_1024_head_dim_72_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_1024_head_dim_72_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_1024_head_dim_72_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_1024_head_dim_72_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_1024_head_dim_72_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_1024_head_dim_72_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_128_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_128_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_128_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_128_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_128_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_128_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_128_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_128_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_128_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_128_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_128_head_dim_32_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_128_head_dim_32_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_128_head_dim_32_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_128_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_128_head_dim_64_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_128_head_dim_64_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_128_head_dim_64_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_128_head_dim_64_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_128_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_128_head_dim_64_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_128_head_dim_72_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_128_head_dim_72_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_128_head_dim_72_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_128_head_dim_72_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_128_head_dim_72_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_128_head_dim_72_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_128_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_128_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_128_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_128_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_128_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_128_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_128_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_128_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_128_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_128_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_128_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_128_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_2048_head_dim_32_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_2048_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_2048_head_dim_32_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_2048_head_dim_32_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_2048_head_dim_64_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_2048_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_2048_head_dim_64_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_2048_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_2048_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_2048_head_dim_64_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_2048_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_2048_head_dim_72_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_2048_head_dim_72_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_2048_head_dim_72_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_2048_head_dim_72_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_2048_head_dim_72_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_256_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_256_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_256_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_256_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_256_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_256_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_256_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_256_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_256_head_dim_72_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_256_head_dim_72_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_256_head_dim_72_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_256_head_dim_72_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_256_head_dim_72_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_256_head_dim_72_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_256_head_dim_72_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_256_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_256_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_256_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_256_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_256_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_256_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_256_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_256_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_256_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_256_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_256_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_4_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_4_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_4_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_4_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_4_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_4_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_4_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_4_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_4_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_4_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_4_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_4_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_4_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_4_head_dim_32_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_4_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_4_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_4_head_dim_64_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_4_head_dim_64_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_4_head_dim_64_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_4_head_dim_64_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_4_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_4_head_dim_64_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_4_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_4_head_dim_64_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_4_head_dim_64_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_4_head_dim_72_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_4_head_dim_72_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_4_head_dim_72_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_4_head_dim_72_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_4_head_dim_72_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_4_head_dim_72_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_4_head_dim_72_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_4_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_4_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_4_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_4_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_4_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_4_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_512_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_512_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_512_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_512_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_512_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_512_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_512_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_512_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_512_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_512_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_512_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_512_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_512_head_dim_32_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_512_head_dim_32_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_512_head_dim_32_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_512_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_512_head_dim_32_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_512_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_512_head_dim_32_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_512_head_dim_32_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_512_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_512_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_512_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_512_head_dim_64_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_512_head_dim_64_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_512_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_512_head_dim_64_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_512_head_dim_64_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_512_head_dim_72_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_512_head_dim_72_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_512_head_dim_72_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_512_head_dim_72_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_512_head_dim_72_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_512_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_512_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_512_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_512_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_512_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_512_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_512_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_512_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_512_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_512_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_64_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_64_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_64_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_64_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_64_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_64_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_64_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_64_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_64_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_64_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_64_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_64_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_64_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_64_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_64_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_64_head_dim_32_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_64_head_dim_32_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_64_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_64_head_dim_32_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_64_head_dim_64_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_64_head_dim_64_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_64_head_dim_64_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_64_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_64_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_64_head_dim_72_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_64_head_dim_72_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_64_head_dim_72_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_64_head_dim_72_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_64_head_dim_72_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_64_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_64_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_64_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_64_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_64_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_64_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_64_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_64_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_64_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_64_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_64_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_64_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_64_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_8_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_8_head_dim_32_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_8_head_dim_32_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_8_head_dim_32_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_8_head_dim_32_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_8_head_dim_32_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_8_head_dim_32_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_8_head_dim_64_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_8_head_dim_64_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_8_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_8_head_dim_64_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_8_head_dim_64_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_8_head_dim_72_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_8_head_dim_72_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_8_head_dim_72_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_8_head_dim_72_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_8_head_dim_72_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_8_head_dim_72_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_512_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_1024_head_dim_72_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_1024_head_dim_72_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_1024_head_dim_72_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_1024_head_dim_72_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_1024_head_dim_72_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_1024_head_dim_72_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_128_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_128_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_128_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_128_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_128_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_128_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_128_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_128_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_128_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_128_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_128_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_128_head_dim_32_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_128_head_dim_32_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_128_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_128_head_dim_32_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_128_head_dim_64_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_128_head_dim_64_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_128_head_dim_64_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_128_head_dim_64_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_128_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_128_head_dim_64_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_128_head_dim_72_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_128_head_dim_72_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_128_head_dim_72_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_128_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_128_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_128_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_128_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_128_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_128_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_128_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_128_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_128_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_128_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_2048_head_dim_32_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_2048_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_2048_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_2048_head_dim_32_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_2048_head_dim_32_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_2048_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_2048_head_dim_32_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_2048_head_dim_32_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_2048_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_2048_head_dim_32_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_2048_head_dim_32_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_2048_head_dim_32_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_2048_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_2048_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_2048_head_dim_64_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_2048_head_dim_64_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_2048_head_dim_64_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_2048_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_2048_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_2048_head_dim_72_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_2048_head_dim_72_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_2048_head_dim_72_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_2048_head_dim_72_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_256_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_256_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_256_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_256_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_256_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_256_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_256_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_256_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_256_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_256_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_256_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_256_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_256_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_256_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_256_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_256_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_256_head_dim_72_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_256_head_dim_72_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_256_head_dim_72_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_256_head_dim_72_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_256_head_dim_72_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_256_head_dim_72_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_256_head_dim_72_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_256_head_dim_72_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_256_head_dim_72_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_256_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_256_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_256_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_256_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_256_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_256_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_256_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_256_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_256_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_256_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_256_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_256_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_256_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_256_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_256_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_4_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_4_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_4_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_4_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_4_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_4_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_4_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_4_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_4_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_4_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_4_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_4_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_4_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_4_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_4_head_dim_32_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_4_head_dim_32_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_4_head_dim_32_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_4_head_dim_32_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_4_head_dim_32_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_4_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_4_head_dim_32_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_4_head_dim_64_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_4_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_4_head_dim_64_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_4_head_dim_64_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_4_head_dim_72_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_4_head_dim_72_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_4_head_dim_72_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_4_head_dim_72_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_4_head_dim_72_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_4_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_4_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_4_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_512_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_512_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_512_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_512_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_512_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_512_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_512_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_512_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_512_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_512_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_512_head_dim_32_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_512_head_dim_32_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_512_head_dim_64_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_512_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_512_head_dim_64_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_512_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_512_head_dim_64_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_512_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_512_head_dim_64_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_512_head_dim_72_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_512_head_dim_72_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_512_head_dim_72_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_512_head_dim_72_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_512_head_dim_72_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_512_head_dim_72_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_512_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_512_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_512_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_512_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_512_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_512_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_512_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_512_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_512_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_512_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_64_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_64_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_64_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_64_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_64_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_64_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_64_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_64_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_64_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_64_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_64_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_64_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_64_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_64_head_dim_32_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_64_head_dim_32_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_64_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_64_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_64_head_dim_32_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_64_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_64_head_dim_32_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_64_head_dim_64_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_64_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_64_head_dim_64_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_64_head_dim_72_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_64_head_dim_72_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_64_head_dim_72_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_64_head_dim_72_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_64_head_dim_72_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_64_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_64_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_64_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_64_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_64_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_64_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_64_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_64_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_64_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_64_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_64_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_64_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_64_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_64_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_8_head_dim_32_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_8_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_8_head_dim_32_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_8_head_dim_32_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_8_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_8_head_dim_64_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_8_head_dim_64_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_8_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_8_head_dim_64_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_8_head_dim_64_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_8_head_dim_64_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_8_head_dim_64_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_8_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_8_head_dim_64_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_8_head_dim_72_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_8_head_dim_72_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_8_head_dim_72_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_8_head_dim_72_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_64_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_72_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_72_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_72_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_72_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_128_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_128_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_128_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_128_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_128_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_128_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_128_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_128_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_128_head_dim_32_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_128_head_dim_32_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_128_head_dim_32_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_128_head_dim_32_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_128_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_128_head_dim_64_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_128_head_dim_64_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_128_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_128_head_dim_64_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_128_head_dim_64_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_128_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_128_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_128_head_dim_64_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_128_head_dim_72_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_128_head_dim_72_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_128_head_dim_72_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_128_head_dim_72_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_128_head_dim_72_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_128_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_128_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_128_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_128_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_128_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_128_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_128_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_128_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_128_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_128_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_128_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_128_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_128_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_128_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_128_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_32_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_32_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_32_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_64_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_64_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_64_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_72_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_72_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_72_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_72_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_72_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_72_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_72_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_72_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_72_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_256_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_256_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_256_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_256_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_256_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_256_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_256_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_256_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_256_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_256_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_256_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_256_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_256_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_256_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_256_head_dim_72_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_256_head_dim_72_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_256_head_dim_72_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_256_head_dim_72_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_256_head_dim_72_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_256_head_dim_72_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_256_head_dim_72_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_256_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_256_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_256_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_256_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_256_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_256_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_256_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_256_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_256_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_256_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_256_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_256_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_256_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_256_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_256_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_4_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_4_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_4_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_4_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_4_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_4_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_4_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_4_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_4_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_4_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_4_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_4_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_4_head_dim_32_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_4_head_dim_32_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_4_head_dim_32_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_4_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_4_head_dim_32_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_4_head_dim_64_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_4_head_dim_64_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_4_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_4_head_dim_64_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_4_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_4_head_dim_72_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_4_head_dim_72_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_4_head_dim_72_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_4_head_dim_72_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_4_head_dim_72_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_4_head_dim_72_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_4_head_dim_72_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_4_head_dim_72_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_4_head_dim_72_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_4_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_4_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_4_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_4_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_4_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_4_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_512_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_512_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_512_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_512_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_512_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_512_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_512_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_512_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_512_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_512_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_512_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_512_head_dim_32_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_512_head_dim_32_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_512_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_512_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_512_head_dim_32_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_512_head_dim_32_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_512_head_dim_64_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_512_head_dim_64_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_512_head_dim_64_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_512_head_dim_64_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_512_head_dim_64_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_512_head_dim_64_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_512_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_512_head_dim_64_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_512_head_dim_64_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_512_head_dim_72_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_512_head_dim_72_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_512_head_dim_72_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_512_head_dim_72_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_512_head_dim_72_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_512_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_512_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_512_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_512_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_512_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_512_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_512_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_512_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_512_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_64_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_64_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_64_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_64_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_64_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_64_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_64_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_64_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_64_head_dim_32_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_64_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_64_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_64_head_dim_32_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_64_head_dim_32_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_64_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_64_head_dim_32_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_64_head_dim_64_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_64_head_dim_64_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_64_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_64_head_dim_64_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_64_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_64_head_dim_64_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_64_head_dim_72_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_64_head_dim_72_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_64_head_dim_72_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_64_head_dim_72_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_64_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_64_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_64_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_64_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_64_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_64_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_64_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_64_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_64_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_64_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_64_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_64_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_64_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_64_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_64_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_64_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_32_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_32_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_32_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_64_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_64_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_64_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_64_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_72_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_72_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_72_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_sdp_flash_attention_grad_against_math_contiguous_inputs_False_is_causal_False_float16_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_sdp_flash_attention_grad_against_math_contiguous_inputs_False_is_causal_True_float16_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_sdp_mem_efficient_grad_against_math_contiguous_inputs_False_is_causal_True_cuda, test/test_transformers.py::TestAttnBiasCUDA::test_causal_variants_causal_variant_CausalVariant_LOWER_RIGHT_shape0_cuda, test/test_transformers.py::TestAttnBiasCUDA::test_causal_variants_causal_variant_CausalVariant_LOWER_RIGHT_shape2_cuda, test/test_transformers.py::TestAttnBiasCUDA::test_causal_variants_compile_causal_variant_CausalVariant_LOWER_RIGHT_shape0_cuda, test/test_transformers.py::TestAttnBiasCUDA::test_causal_variants_compile_causal_variant_CausalVariant_LOWER_RIGHT_shape1_cuda, test/test_transformers.py::TestAttnBiasCUDA::test_causal_variants_compile_causal_variant_CausalVariant_LOWER_RIGHT_shape2_cuda, test/test_transformers.py::TestAttnBiasCUDA::test_causal_variants_compile_causal_variant_CausalVariant_UPPER_LEFT_shape2_cuda, test/test_transformers.py::TestAttnBiasCUDA::test_is_causal_equals_upper_left_shape0_cuda, test/test_transformers.py::TestAttnBiasCUDA::test_is_causal_equals_upper_left_shape3_cuda
﻿2024-07-12T17:09:33.3205697Z 
2024-07-12T17:09:33.3206176Z Running inductor/test_halide 1/1 ... [2024-07-12 17:09:33.052528]
2024-07-12T17:09:33.3208078Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_halide.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-07-12 17:09:33.052879]
2024-07-12T17:09:38.7078547Z 
2024-07-12T17:09:38.7079943Z inductor/test_halide 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_halide_1.1_6fc8eac5adbae969_.log
2024-07-12T17:09:38.7080900Z 
2024-07-12T17:09:41.6145985Z Running test_ops_jit 2/2 ... [2024-07-12 17:09:41.614065]
2024-07-12T17:09:41.6148353Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_ops_jit.py', '-m', 'not serial', '--shard-id=2', '--num-shards=2', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-07-12 17:09:41.614406]
2024-07-12T17:13:47.5843418Z 
2024-07-12T17:13:47.5845102Z inductor/test_aot_inductor 8/11 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_aot_inductor_8.11_f1ff43df837f865c_.log
2024-07-12T17:13:47.5890845Z Running 61 items in this shard: test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_aliased_buffer_reuse_abi_compatible_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_cond_nested_abi_compatible_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_duplicated_params_abi_compatible_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_non_default_cuda_device_abi_compatible_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_pytree_inputs_abi_compatible_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_runtime_checks_dtype_failed_abi_compatible_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_triton_kernel_grid_type_1_num_dims_1_dynamic_True_autotune_True_abi_compatible_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_triton_kernel_grid_type_3_num_dims_1_dynamic_False_autotune_True_abi_compatible_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_while_loop_simple_abi_compatible_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_buffer_mutation_2_abi_compatible_cpu_with_stack_allocation, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_cond_nested_abi_compatible_cpu_with_stack_allocation, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_constant_folding_abi_compatible_cpu_with_stack_allocation, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_conv_freezing_abi_compatible_cpu_with_stack_allocation, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_dynamic_scalar_abi_compatible_cpu_with_stack_allocation, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_empty_graph_abi_compatible_cpu_with_stack_allocation, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_large_weight_abi_compatible_cpu_with_stack_allocation, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_poi_multiple_dynamic_abi_compatible_cpu_with_stack_allocation, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_reuse_kernel_dynamic_abi_compatible_cpu_with_stack_allocation, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_simple_dynamic_abi_compatible_cpu_with_stack_allocation, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_kernel_equal_to_1_arg_abi_compatible_cpu_with_stack_allocation, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_kernel_grid_type_3_num_dims_1_dynamic_False_autotune_False_abi_compatible_cpu_with_stack_allocation, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_kernel_grid_type_3_num_dims_1_dynamic_False_autotune_True_abi_compatible_cpu_with_stack_allocation, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_kernel_grid_type_3_num_dims_1_dynamic_True_autotune_False_abi_compatible_cpu_with_stack_allocation, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_kernel_grid_type_3_num_dims_2_dynamic_False_autotune_True_abi_compatible_cpu_with_stack_allocation, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpuWithStackAllocationAndMinimalArrayRefInterface::test_cond_nested_abi_compatible_cpu_with_stack_allocation_and_minimal_arrayref_interface, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpuWithStackAllocationAndMinimalArrayRefInterface::test_dynamic_scalar_abi_compatible_cpu_with_stack_allocation_and_minimal_arrayref_interface, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpuWithStackAllocationAndMinimalArrayRefInterface::test_index_put_fallback_abi_compatible_cpu_with_stack_allocation_and_minimal_arrayref_interface, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpuWithStackAllocationAndMinimalArrayRefInterface::test_missing_output_abi_compatible_cpu_with_stack_allocation_and_minimal_arrayref_interface, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpuWithStackAllocationAndMinimalArrayRefInterface::test_poi_multiple_dynamic_abi_compatible_cpu_with_stack_allocation_and_minimal_arrayref_interface, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpuWithStackAllocationAndMinimalArrayRefInterface::test_runtime_checks_abi_compatible_cpu_with_stack_allocation_and_minimal_arrayref_interface, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpuWithStackAllocationAndMinimalArrayRefInterface::test_seq_abi_compatible_cpu_with_stack_allocation_and_minimal_arrayref_interface, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpuWithStackAllocationAndMinimalArrayRefInterface::test_triton_kernel_equal_to_1_float_arg_dynamic_True_abi_compatible_cpu_with_stack_allocation_and_minimal_arrayref_interface, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpuWithStackAllocationAndMinimalArrayRefInterface::test_triton_kernel_grid_type_1_num_dims_1_dynamic_True_autotune_False_abi_compatible_cpu_with_stack_allocation_and_minimal_arrayref_interface, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpuWithStackAllocationAndMinimalArrayRefInterface::test_triton_kernel_grid_type_1_num_dims_2_dynamic_True_autotune_False_abi_compatible_cpu_with_stack_allocation_and_minimal_arrayref_interface, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpuWithStackAllocationAndMinimalArrayRefInterface::test_zero_grid_with_unbacked_symbols_abi_compatible_cpu_with_stack_allocation_and_minimal_arrayref_interface, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCuda::test_fx_gm_return_tuple_validation_abi_compatible_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCuda::test_missing_cubin_abi_compatible_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCuda::test_quantized_linear_abi_compatible_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCuda::test_runtime_checks_abi_compatible_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCuda::test_scatter_fallback_abi_compatible_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCuda::test_simple_dynamic_abi_compatible_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCuda::test_triton_kernel_reinterpret_view_mem_leak_abi_compatible_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestNonABICompatibleCpu::test_buffer_reuse_non_abi_compatible_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestNonABICompatibleCpu::test_consecutive_compiles_non_abi_compatible_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestNonABICompatibleCpu::test_dynamic_cat_non_abi_compatible_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestNonABICompatibleCpu::test_fqn_non_abi_compatible_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestNonABICompatibleCpu::test_output_path_2_non_abi_compatible_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestNonABICompatibleCpu::test_repeat_output_non_abi_compatible_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestNonABICompatibleCpu::test_reuse_kernel_dynamic_non_abi_compatible_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestNonABICompatibleCpu::test_simple_dynamic_non_abi_compatible_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestNonABICompatibleCpu::test_simple_split_non_abi_compatible_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestNonABICompatibleCpu::test_triton_kernel_grid_type_1_num_dims_1_dynamic_False_autotune_False_non_abi_compatible_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestNonABICompatibleCpu::test_triton_kernel_grid_type_2_num_dims_2_dynamic_True_autotune_True_non_abi_compatible_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestNonABICompatibleCuda::test_bmm_multiple_dynamic_non_abi_compatible_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestNonABICompatibleCuda::test_dynamic_smem_above_default_limit_non_abi_compatible_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestNonABICompatibleCuda::test_output_path_1_non_abi_compatible_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestNonABICompatibleCuda::test_replicate_on_devices_non_abi_compatible_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestNonABICompatibleCuda::test_simple_split_non_abi_compatible_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestNonABICompatibleCuda::test_triton_kernel_grid_type_1_num_dims_1_dynamic_True_autotune_False_non_abi_compatible_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestNonABICompatibleCuda::test_triton_kernel_grid_type_3_num_dims_1_dynamic_False_autotune_True_non_abi_compatible_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestNonABICompatibleCuda::test_triton_kernel_multi_output_arg_non_abi_compatible_cuda
2024-07-12T17:13:47.5934680Z 
2024-07-12T17:13:50.5978876Z Running test_modules 2/2 ... [2024-07-12 17:13:50.597271]
2024-07-12T17:13:50.5981559Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_modules.py', '-m', 'not serial', '--shard-id=2', '--num-shards=2', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-07-12 17:13:50.597609]
2024-07-12T17:15:30.1386713Z 
2024-07-12T17:15:30.1388478Z inductor/test_aot_inductor 1/11 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_aot_inductor_1.11_15ce68738c2713e7_.log
2024-07-12T17:15:30.1465507Z Running 81 items in this shard: test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_dynamic_scalar_abi_compatible_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_fake_tensor_device_validation_abi_compatible_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_large_weight_abi_compatible_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_missing_output_abi_compatible_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_non_contiguous_output_alias_abi_compatible_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_poi_multiple_dynamic_abi_compatible_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_runtime_checks_abi_compatible_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_runtime_checks_complex_abi_compatible_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_runtime_checks_fp8_abi_compatible_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_triton_kernel_unbacked_symint_in_grid_dynamic_False_autotuning_True_abi_compatible_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_zero_grid_with_backed_symbols_abi_compatible_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_dup_unbacked_sym_decl_with_refinement_abi_compatible_cpu_with_stack_allocation, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_embedding_bag_abi_compatible_cpu_with_stack_allocation, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_misc_1_abi_compatible_cpu_with_stack_allocation, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_repeat_interleave_abi_compatible_cpu_with_stack_allocation, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_reuse_kernel_abi_compatible_cpu_with_stack_allocation, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_run_with_grad_enabled_abi_compatible_cpu_with_stack_allocation, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_kernel_grid_type_1_num_dims_1_dynamic_True_autotune_False_abi_compatible_cpu_with_stack_allocation, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_kernel_grid_type_2_num_dims_1_dynamic_True_autotune_False_abi_compatible_cpu_with_stack_allocation, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_kernel_grid_type_3_num_dims_2_dynamic_True_autotune_False_abi_compatible_cpu_with_stack_allocation, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_kernel_sympy_expr_arg_abi_compatible_cpu_with_stack_allocation, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_unsupported_input_dtype_abi_compatible_cpu_with_stack_allocation, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_while_loop_with_outer_buffers_abi_compatible_cpu_with_stack_allocation, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_zero_grid_with_unbacked_symbols_abi_compatible_cpu_with_stack_allocation, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpuWithStackAllocationAndMinimalArrayRefInterface::test_assert_async_abi_compatible_cpu_with_stack_allocation_and_minimal_arrayref_interface, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpuWithStackAllocationAndMinimalArrayRefInterface::test_cond_with_parameters_abi_compatible_cpu_with_stack_allocation_and_minimal_arrayref_interface, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpuWithStackAllocationAndMinimalArrayRefInterface::test_dynamic_smem_above_default_limit_abi_compatible_cpu_with_stack_allocation_and_minimal_arrayref_interface, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpuWithStackAllocationAndMinimalArrayRefInterface::test_foreach_multiple_dynamic_abi_compatible_cpu_with_stack_allocation_and_minimal_arrayref_interface, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpuWithStackAllocationAndMinimalArrayRefInterface::test_normal_functional_abi_compatible_cpu_with_stack_allocation_and_minimal_arrayref_interface, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpuWithStackAllocationAndMinimalArrayRefInterface::test_shifted_constraint_ranges_abi_compatible_cpu_with_stack_allocation_and_minimal_arrayref_interface, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpuWithStackAllocationAndMinimalArrayRefInterface::test_triton_kernel_grid_type_1_num_dims_2_dynamic_True_autotune_True_abi_compatible_cpu_with_stack_allocation_and_minimal_arrayref_interface, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpuWithStackAllocationAndMinimalArrayRefInterface::test_triton_kernel_grid_type_3_num_dims_2_dynamic_False_autotune_False_abi_compatible_cpu_with_stack_allocation_and_minimal_arrayref_interface, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpuWithStackAllocationAndMinimalArrayRefInterface::test_triton_kernel_reinterpret_view_mem_leak_abi_compatible_cpu_with_stack_allocation_and_minimal_arrayref_interface, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpuWithStackAllocationAndMinimalArrayRefInterface::test_triton_kernel_unbacked_symint_in_grid_dynamic_True_autotuning_True_abi_compatible_cpu_with_stack_allocation_and_minimal_arrayref_interface, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpuWithStackAllocationAndMinimalArrayRefInterface::test_while_loop_with_parameters_abi_compatible_cpu_with_stack_allocation_and_minimal_arrayref_interface, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCuda::test_amp_fallback_random_abi_compatible_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCuda::test_bmm_multiple_dynamic_abi_compatible_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCuda::test_cond_with_parameters_abi_compatible_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCuda::test_convolution_abi_compatible_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCuda::test_non_default_cuda_device_abi_compatible_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCuda::test_normal_functional_abi_compatible_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCuda::test_pytree_inputs_abi_compatible_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCuda::test_repeat_output_abi_compatible_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCuda::test_sdpa_abi_compatible_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCuda::test_triton_kernel_equal_to_1_float_arg_dynamic_False_abi_compatible_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCuda::test_triton_kernel_grid_type_2_num_dims_1_dynamic_False_autotune_False_abi_compatible_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCuda::test_triton_kernel_multi_output_arg_abi_compatible_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestNonABICompatibleCpu::test_addmm_non_abi_compatible_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestNonABICompatibleCpu::test_cond_non_tensor_predicates_dynamic_False_non_abi_compatible_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestNonABICompatibleCpu::test_cond_with_multiple_outputs_non_abi_compatible_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestNonABICompatibleCpu::test_dup_unbacked_sym_decl_with_refinement_non_abi_compatible_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestNonABICompatibleCpu::test_empty_graph_non_abi_compatible_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestNonABICompatibleCpu::test_fp8_view_of_param_non_abi_compatible_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestNonABICompatibleCpu::test_output_misaligned_non_abi_compatible_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestNonABICompatibleCpu::test_pytree_inputs_non_abi_compatible_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestNonABICompatibleCpu::test_sdpa_non_abi_compatible_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestNonABICompatibleCpu::test_seq_non_abi_compatible_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestNonABICompatibleCpu::test_triton_kernel_dynamic_shape_with_div_non_abi_compatible_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestNonABICompatibleCpu::test_triton_kernel_grid_type_1_num_dims_1_dynamic_False_autotune_True_non_abi_compatible_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestNonABICompatibleCpu::test_triton_kernel_grid_type_1_num_dims_2_dynamic_False_autotune_True_non_abi_compatible_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestNonABICompatibleCpu::test_triton_kernel_grid_type_2_num_dims_1_dynamic_True_autotune_False_non_abi_compatible_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestNonABICompatibleCpu::test_triton_kernel_grid_type_3_num_dims_1_dynamic_False_autotune_True_non_abi_compatible_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestNonABICompatibleCpu::test_triton_kernel_multi_output_arg_non_abi_compatible_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestNonABICompatibleCpu::test_triton_kernel_unbacked_symint_in_grid_dynamic_True_autotuning_True_non_abi_compatible_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestNonABICompatibleCpu::test_view_outputs_non_abi_compatible_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestNonABICompatibleCpu::test_with_profiler_non_abi_compatible_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestNonABICompatibleCuda::test_buffer_mutation_3_non_abi_compatible_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestNonABICompatibleCuda::test_buffer_reuse_non_abi_compatible_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestNonABICompatibleCuda::test_cond_with_outer_code_before_after_non_abi_compatible_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestNonABICompatibleCuda::test_constant_original_fqn_and_dtype_non_abi_compatible_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestNonABICompatibleCuda::test_dynamic_cat_non_abi_compatible_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestNonABICompatibleCuda::test_missing_output_non_abi_compatible_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestNonABICompatibleCuda::test_model_modified_weights_non_abi_compatible_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestNonABICompatibleCuda::test_multiple_output_alias_non_abi_compatible_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestNonABICompatibleCuda::test_pytree_inputs_non_abi_compatible_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestNonABICompatibleCuda::test_quantized_linear_non_abi_compatible_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestNonABICompatibleCuda::test_return_constant_non_abi_compatible_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestNonABICompatibleCuda::test_triton_kernel_grid_type_2_num_dims_2_dynamic_True_autotune_True_non_abi_compatible_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestNonABICompatibleCuda::test_triton_kernel_grid_type_3_num_dims_1_dynamic_True_autotune_False_non_abi_compatible_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestNonABICompatibleCuda::test_triton_kernel_unbacked_symint_in_grid_dynamic_False_autotuning_True_non_abi_compatible_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestNonABICompatibleCuda::test_while_loop_with_outer_code_non_abi_compatible_cuda
2024-07-12T17:15:30.1544903Z 
2024-07-12T17:15:33.0594046Z Running export/test_export 1/1 ... [2024-07-12 17:15:33.058831]
2024-07-12T17:15:33.0596076Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_export.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-07-12 17:15:33.059157]
2024-07-12T17:16:03.5910062Z 
2024-07-12T17:16:03.5912859Z export/test_export 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_export_1.1_57ca82188cb992e2_.log
2024-07-12T17:16:03.5984047Z Running 186 items in this shard: test/export/test_export.py::TestDynamismExpression::test_export_assume_static_by_default, test/export/test_export.py::TestDynamismExpression::test_export_constraints_error, test/export/test_export.py::TestDynamismExpression::test_export_constraints_error_not_in_range, test/export/test_export.py::TestDynamismExpression::test_export_inline_constraints, test/export/test_export.py::TestDynamismExpression::test_export_slice_maxsize, test/export/test_export.py::TestExport::test__scaled_dot_product_flash_attention, test/export/test_export.py::TestExport::test_allow_explicit_guards_as_runtime_asserts, test/export/test_export.py::TestExport::test_args_type_checked, test/export/test_export.py::TestExport::test_aten_lift_fresh_copy, test/export/test_export.py::TestExport::test_automatic_constrain_size, test/export/test_export.py::TestExport::test_basic, test/export/test_export.py::TestExport::test_basic_non_strict_fake_tensor, test/export/test_export.py::TestExport::test_basic_non_strict_real_tensor, test/export/test_export.py::TestExport::test_buffer_util, test/export/test_export.py::TestExport::test_check_is_size_error, test/export/test_export.py::TestExport::test_check_specialized_int, test/export/test_export.py::TestExport::test_checks_to_constrain_range, test/export/test_export.py::TestExport::test_colon_parameter, test/export/test_export.py::TestExport::test_compiling_state, test/export/test_export.py::TestExport::test_cond_buffers, test/export/test_export.py::TestExport::test_cond_with_module_stack_export_with, test/export/test_export.py::TestExport::test_cond_with_module_stack_export_with_unflatten, test/export/test_export.py::TestExport::test_constant_aliasing, test/export/test_export.py::TestExport::test_constant_input_naming, test/export/test_export.py::TestExport::test_constant_output, test/export/test_export.py::TestExport::test_constrain_decomp, test/export/test_export.py::TestExport::test_constrain_size_in_eager, test/export/test_export.py::TestExport::test_constrain_size_with_constrain_value, test/export/test_export.py::TestExport::test_constrain_size_with_various_cases, test/export/test_export.py::TestExport::test_conv_dynamic, test/export/test_export.py::TestExport::test_crop_like, test/export/test_export.py::TestExport::test_cse_for_symint, test/export/test_export.py::TestExport::test_custom_op_auto_functionalize, test/export/test_export.py::TestExport::test_custom_op_auto_functionalize_pre_dispatch, test/export/test_export.py::TestExport::test_custom_op_auto_warn_pre_dispatch, test/export/test_export.py::TestExport::test_decomp_batch_norm_functional_predispatch, test/export/test_export.py::TestExport::test_derived_dim_1_2, test/export/test_export.py::TestExport::test_derived_dim_basic, test/export/test_export.py::TestExport::test_derived_dim_integer, test/export/test_export.py::TestExport::test_derived_dim_nested, test/export/test_export.py::TestExport::test_derived_dim_out_of_order, test/export/test_export.py::TestExport::test_derived_dim_out_of_order_repeat_derived, test/export/test_export.py::TestExport::test_derived_dim_out_of_order_simplified, test/export/test_export.py::TestExport::test_derived_dim_out_of_order_simplified_repeat_non_derived, test/export/test_export.py::TestExport::test_derived_dim_repeat_derived, test/export/test_export.py::TestExport::test_device_to_dynamic, test/export/test_export.py::TestExport::test_device_to_mutation, test/export/test_export.py::TestExport::test_device_to_mutation_float, test/export/test_export.py::TestExport::test_device_to_static, test/export/test_export.py::TestExport::test_dim_1_2, test/export/test_export.py::TestExport::test_disable_forced_specializations_errors, test/export/test_export.py::TestExport::test_disable_forced_specializations_ok, test/export/test_export.py::TestExport::test_dynamic_shapes_builder_basic, test/export/test_export.py::TestExport::test_dynamic_shapes_builder_kwargs, test/export/test_export.py::TestExport::test_dynamic_shapes_builder_pytree, test/export/test_export.py::TestExport::test_dynamic_shapes_spec_with_pytree, test/export/test_export.py::TestExport::test_error_does_not_reference_eager_fallback, test/export/test_export.py::TestExport::test_export_api_with_dynamic_shapes, test/export/test_export.py::TestExport::test_export_as_backend, test/export/test_export.py::TestExport::test_export_cond, test/export/test_export.py::TestExport::test_export_cond_preserve_torch_fn_for_subgraphs, test/export/test_export.py::TestExport::test_export_decomps_dynamic, test/export/test_export.py::TestExport::test_export_decomps_simple, test/export/test_export.py::TestExport::test_export_dynamo_config, test/export/test_export.py::TestExport::test_export_for_training_run_decomp, test/export/test_export.py::TestExport::test_export_for_training_with_container_type, test/export/test_export.py::TestExport::test_export_for_training_with_dynamic_shapes, test/export/test_export.py::TestExport::test_export_for_training_with_mutation, test/export/test_export.py::TestExport::test_export_func_with_default_kwargs, test/export/test_export.py::TestExport::test_export_func_with_keyword_only_args, test/export/test_export.py::TestExport::test_export_func_with_kwargs, test/export/test_export.py::TestExport::test_export_func_with_pytree_kwargs, test/export/test_export.py::TestExport::test_export_func_with_var_keyword_args, test/export/test_export.py::TestExport::test_export_func_with_var_keyword_pytree_args, test/export/test_export.py::TestExport::test_export_func_with_var_postional_args, test/export/test_export.py::TestExport::test_export_graph_with_no_inputs, test/export/test_export.py::TestExport::test_export_input_mutation_bug, test/export/test_export.py::TestExport::test_export_input_mutation_dynamic_shape, test/export/test_export.py::TestExport::test_export_input_mutation_static_shape, test/export/test_export.py::TestExport::test_export_mod_constraints, test/export/test_export.py::TestExport::test_export_preserve_linear_at_aot_level, test/export/test_export.py::TestExport::test_export_then_compile_tensor_ctor, test/export/test_export.py::TestExport::test_export_with_fake_tensor_inputs, test/export/test_export.py::TestExport::test_export_with_fake_tensor_inputs_on_cuda_devices, test/export/test_export.py::TestExport::test_export_with_inline_constraints, test/export/test_export.py::TestExport::test_export_with_inline_constraints_complex, test/export/test_export.py::TestExport::test_export_with_wrong_inputs, test/export/test_export.py::TestExport::test_external_call_non_strict_real_tensor, test/export/test_export.py::TestExport::test_fake_inputs, test/export/test_export.py::TestExport::test_fake_weights, test/export/test_export.py::TestExport::test_float_conversion, test/export/test_export.py::TestExport::test_fqn, test/export/test_export.py::TestExport::test_if_functional, test/export/test_export.py::TestExport::test_intermediate_shape_comp, test/export/test_export.py::TestExport::test_issue_113041, test/export/test_export.py::TestExport::test_keep_composite_ops_invalid, test/export/test_export.py::TestExport::test_keep_composite_ops_linear_convd, test/export/test_export.py::TestExport::test_keep_composite_ops_linear_convd_for_training_ir, test/export/test_export.py::TestExport::test_layer_sharing, test/export/test_export.py::TestExport::test_lazy_module_kwargs, test/export/test_export.py::TestExport::test_lifted_constants, test/export/test_export.py::TestExport::test_linear_conv, test/export/test_export.py::TestExport::test_map, test/export/test_export.py::TestExport::test_map_buffers, test/export/test_export.py::TestExport::test_mixed_input, test/export/test_export.py::TestExport::test_module, test/export/test_export.py::TestExport::test_module_with_dict_container_inp_out, test/export/test_export.py::TestExport::test_multiple_definitions_same_name_dim, test/export/test_export.py::TestExport::test_nested_dynamic_shapes_spec, test/export/test_export.py::TestExport::test_nested_module, test/export/test_export.py::TestExport::test_nested_module_with_constant_buffer, test/export/test_export.py::TestExport::test_nested_module_with_init_buffer, test/export/test_export.py::TestExport::test_nested_module_with_parameter, test/export/test_export.py::TestExport::test_nn_module_stack, test/export/test_export.py::TestExport::test_nn_module_stack_shared_submodule, test/export/test_export.py::TestExport::test_no_tensor_computation, test/export/test_export.py::TestExport::test_no_tensor_computation_2, test/export/test_export.py::TestExport::test_no_tensor_computation_3, test/export/test_export.py::TestExport::test_no_tensor_computation_4, test/export/test_export.py::TestExport::test_non_arg_name_dynamic_shapes_api, test/export/test_export.py::TestExport::test_non_arg_name_dynamic_shapes_api_with_container_type, test/export/test_export.py::TestExport::test_non_arg_name_dynamic_shapes_api_with_kwarg, test/export/test_export.py::TestExport::test_non_persistent_buffer, test/export/test_export.py::TestExport::test_non_strict_dynamic_shapes, test/export/test_export.py::TestExport::test_non_strict_dynamic_shapes_suggested_fixes, test/export/test_export.py::TestExport::test_nonstrict_retrace_preserves_metadata, test/export/test_export.py::TestExport::test_nonzero_2, test/export/test_export.py::TestExport::test_not_correct_dim, test/export/test_export.py::TestExport::test_pad_sequence, test/export/test_export.py::TestExport::test_param_util, test/export/test_export.py::TestExport::test_placeholder_naming_collisions, test/export/test_export.py::TestExport::test_placeholder_naming_collisions_hoo_subgraphs, test/export/test_export.py::TestExport::test_predispatch_cond, test/export/test_export.py::TestExport::test_predispatch_grad_wrappers, test/export/test_export.py::TestExport::test_preserve_requires_grad_placeholders, test/export/test_export.py::TestExport::test_preserve_shape_dynamism_for_unused_inputs, test/export/test_export.py::TestExport::test_pytree_register_data_class, test/export/test_export.py::TestExport::test_pytree_register_nested_data_class, test/export/test_export.py::TestExport::test_raise_user_error_when_guard_on_data_dependent_operation, test/export/test_export.py::TestExport::test_redundant_asserts, test/export/test_export.py::TestExport::test_refine_dynamic_shapes_from_suggested_fixes, test/export/test_export.py::TestExport::test_reshape_view_helper, test/export/test_export.py::TestExport::test_retracable_ep, test/export/test_export.py::TestExport::test_retrace_graph_level_meta_preservation, test/export/test_export.py::TestExport::test_retrace_pre_autograd, test/export/test_export.py::TestExport::test_run_decomposition_supports_user_input_mutation, test/export/test_export.py::TestExport::test_runtime_assert_for_prim, test/export/test_export.py::TestExport::test_runtime_assert_for_prm_str, test/export/test_export.py::TestExport::test_runtime_assert_with_size, test/export/test_export.py::TestExport::test_simple_export_for_training, test/export/test_export.py::TestExport::test_specialize_derived_dim_roots, test/export/test_export.py::TestExport::test_stack_trace, test/export/test_export.py::TestExport::test_state_primitives, test/export/test_export.py::TestExport::test_state_tensors, test/export/test_export.py::TestExport::test_static_dim_constraints, test/export/test_export.py::TestExport::test_suggested_fixes_new_roots, test/export/test_export.py::TestExport::test_sym_sqrt, test/export/test_export.py::TestExport::test_symint_tensor_return, test/export/test_export.py::TestExport::test_tensor_attribute_zero_args, test/export/test_export.py::TestExport::test_to_module_with_mutated_buffer, test/export/test_export.py::TestExport::test_to_module_with_mutated_buffer_multiple, test/export/test_export.py::TestExport::test_to_module_with_mutated_buffer_multiple_update_sub_later, test/export/test_export.py::TestExport::test_torch_check_eq_commutativity, test/export/test_export.py::TestExport::test_torch_fn, test/export/test_export.py::TestExport::test_trace_under_fake, test/export/test_export.py::TestExport::test_train_eval_on_exported_preautograd_module, test/export/test_export.py::TestExport::test_unbacked_deferred_runtime_retrace, test/export/test_export.py::TestExport::test_unbacked_slice, test/export/test_export.py::TestExport::test_unflatten_asserts, test/export/test_export.py::TestExport::test_unused_aliases, test/export/test_export.py::TestExport::test_user_input_and_buffer_mutation, test/export/test_export.py::TestOneOffModelExportResult::test_constant_fqn, test/export/test_export.py::TestOneOffModelExportResult::test_constant_name, test/export/test_export.py::TestOneOffModelExportResult::test_hf_logging_logger, test/export/test_export.py::TestOneOffModelExportResult::test_int_list_output, test/export/test_export.py::TestOneOffModelExportResult::test_logging_logger, test/export/test_export.py::TestOneOffModelExportResult::test_nested_retrace, test/export/test_export.py::TestOneOffModelExportResult::test_none_input_output, test/export/test_export.py::TestOneOffModelExportResult::test_primitive_constant_output, test/export/test_export.py::TestOneOffModelExportResult::test_print, test/export/test_export.py::TestOneOffModelExportResult::test_scaled_dot_product_attention_cpu, test/export/test_export.py::TestOneOffModelExportResult::test_scaled_dot_product_attention_cuda, test/export/test_export.py::TestOneOffModelExportResult::test_unbacked_sdpa, test/export/test_export.py::TestOneOffModelExportResult::test_warning, test/export/test_export.py::TestExportCustomClass::test_lift_custom_obj, test/export/test_export.py::TestExportCustomClass::test_tolist_nonstrict_output
2024-07-12T17:16:03.6060687Z 
2024-07-12T17:16:06.4316903Z Running test_testing 1/1 ... [2024-07-12 17:16:06.431123]
2024-07-12T17:16:06.4318772Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_testing.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-07-12 17:16:06.431468]
2024-07-12T17:16:43.3234680Z 
2024-07-12T17:16:43.3236415Z test_testing 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_testing_1.1_bb7a965ec3c36e6f_.log
2024-07-12T17:16:43.4363161Z Running 2057 items in this shard: test/test_testing.py::TestTestingCUDA::test_assertEqual_longMessage_cuda, test/test_testing.py::TestTestingCUDA::test_assertEqual_numpy_cuda_bool, test/test_testing.py::TestTestingCUDA::test_assertEqual_numpy_cuda_complex128, test/test_testing.py::TestTestingCUDA::test_assertEqual_numpy_cuda_complex64, test/test_testing.py::TestTestingCUDA::test_assertEqual_numpy_cuda_float16, test/test_testing.py::TestTestingCUDA::test_assertEqual_numpy_cuda_float32, test/test_testing.py::TestTestingCUDA::test_assertEqual_numpy_cuda_float64, test/test_testing.py::TestTestingCUDA::test_assertEqual_numpy_cuda_int16, test/test_testing.py::TestTestingCUDA::test_assertEqual_numpy_cuda_int32, test/test_testing.py::TestTestingCUDA::test_assertEqual_numpy_cuda_int64, test/test_testing.py::TestTestingCUDA::test_assertEqual_numpy_cuda_int8, test/test_testing.py::TestTestingCUDA::test_assertEqual_numpy_cuda_uint8, test/test_testing.py::TestTestingCUDA::test_cuda_assert_should_not_stop_common_distributed_test_suite_cuda, test/test_testing.py::TestTestingCUDA::test_cuda_assert_should_stop_common_device_type_test_suite_cuda, test/test_testing.py::TestTestingCUDA::test_cuda_assert_should_stop_common_utils_test_suite_cuda, test/test_testing.py::TestTestingCUDA::test_get_supported_dtypes_cuda, test/test_testing.py::TestTestingCUDA::test_isclose_atol_rtol_greater_than_zero_cuda_bool, test/test_testing.py::TestTestingCUDA::test_isclose_atol_rtol_greater_than_zero_cuda_float16, test/test_testing.py::TestTestingCUDA::test_isclose_atol_rtol_greater_than_zero_cuda_float32, test/test_testing.py::TestTestingCUDA::test_isclose_atol_rtol_greater_than_zero_cuda_float64, test/test_testing.py::TestTestingCUDA::test_isclose_atol_rtol_greater_than_zero_cuda_int16, test/test_testing.py::TestTestingCUDA::test_isclose_atol_rtol_greater_than_zero_cuda_int32, test/test_testing.py::TestTestingCUDA::test_isclose_atol_rtol_greater_than_zero_cuda_int64, test/test_testing.py::TestTestingCUDA::test_isclose_atol_rtol_greater_than_zero_cuda_int8, test/test_testing.py::TestTestingCUDA::test_isclose_atol_rtol_greater_than_zero_cuda_uint8, test/test_testing.py::TestTestingCUDA::test_isclose_bool_cuda, test/test_testing.py::TestTestingCUDA::test_isclose_complex_cuda_complex128, test/test_testing.py::TestTestingCUDA::test_isclose_complex_cuda_complex64, test/test_testing.py::TestTestingCUDA::test_isclose_equality_shortcut_cuda, test/test_testing.py::TestTestingCUDA::test_isclose_float_cuda_float16, test/test_testing.py::TestTestingCUDA::test_isclose_float_cuda_float32, test/test_testing.py::TestTestingCUDA::test_isclose_float_cuda_float64, test/test_testing.py::TestTestingCUDA::test_isclose_integer_cuda_int16, test/test_testing.py::TestTestingCUDA::test_isclose_integer_cuda_int32, test/test_testing.py::TestTestingCUDA::test_isclose_integer_cuda_int64, test/test_testing.py::TestTestingCUDA::test_isclose_integer_cuda_int8, test/test_testing.py::TestTestingCUDA::test_isclose_integer_cuda_uint8, test/test_testing.py::TestTestingCUDA::test_isclose_nan_equality_shortcut_cuda_complex128, test/test_testing.py::TestTestingCUDA::test_isclose_nan_equality_shortcut_cuda_complex64, test/test_testing.py::TestTestingCUDA::test_isclose_nan_equality_shortcut_cuda_float16, test/test_testing.py::TestTestingCUDA::test_isclose_nan_equality_shortcut_cuda_float32, test/test_testing.py::TestTestingCUDA::test_isclose_nan_equality_shortcut_cuda_float64, test/test_testing.py::TestTestingCUDA::test_supported_dtypes_abs_cuda, test/test_testing.py::TestFrameworkUtils::test_filtering_env_var, test/test_testing.py::TestAssertClose::test_bool, test/test_testing.py::TestAssertClose::test_default_tolerance_selection_mismatching_dtypes, test/test_testing.py::TestAssertClose::test_docstring_examples, test/test_testing.py::TestAssertClose::test_matching, test/test_testing.py::TestAssertClose::test_matching_atol, test/test_testing.py::TestAssertClose::test_matching_conjugate_bit, test/test_testing.py::TestAssertClose::test_matching_nan, test/test_testing.py::TestAssertClose::test_matching_nan_with_equal_nan, test/test_testing.py::TestAssertClose::test_matching_rtol, test/test_testing.py::TestAssertClose::test_meta, test/test_testing.py::TestAssertClose::test_mismatching_dtype, test/test_testing.py::TestAssertClose::test_mismatching_dtype_no_check, test/test_testing.py::TestAssertClose::test_mismatching_layout, test/test_testing.py::TestAssertClose::test_mismatching_layout_no_check, test/test_testing.py::TestAssertClose::test_mismatching_shape, test/test_testing.py::TestAssertClose::test_mismatching_stride, test/test_testing.py::TestAssertClose::test_mismatching_stride_no_check, test/test_testing.py::TestAssertClose::test_mismatching_types, test/test_testing.py::TestAssertClose::test_mismatching_types_subclasses, test/test_testing.py::TestAssertClose::test_mismatching_types_type_equality, test/test_testing.py::TestAssertClose::test_mismatching_values, test/test_testing.py::TestAssertClose::test_mismatching_values_atol, test/test_testing.py::TestAssertClose::test_mismatching_values_rtol, test/test_testing.py::TestAssertClose::test_none, test/test_testing.py::TestAssertClose::test_none_mismatch, test/test_testing.py::TestAssertClose::test_numpy, test/test_testing.py::TestAssertClose::test_only_atol, test/test_testing.py::TestAssertClose::test_only_rtol, test/test_testing.py::TestAssertClose::test_scalar, test/test_testing.py::TestAssertClose::test_unexpected_error_compare, test/test_testing.py::TestAssertClose::test_unexpected_error_originate, test/test_testing.py::TestAssertClose::test_unknown_layout, test/test_testing.py::TestAssertClose::test_unknown_type, test/test_testing.py::TestAssertCloseMultiDeviceCUDA::test_mismatching_device_cuda, test/test_testing.py::TestAssertCloseMultiDeviceCUDA::test_mismatching_device_no_check_cuda, test/test_testing.py::TestAssertCloseErrorMessage::test_abs_diff, test/test_testing.py::TestAssertCloseErrorMessage::test_abs_diff_scalar, test/test_testing.py::TestAssertCloseErrorMessage::test_atol, test/test_testing.py::TestAssertCloseErrorMessage::test_identifier_scalars, test/test_testing.py::TestAssertCloseErrorMessage::test_identifier_tensor_likes, test/test_testing.py::TestAssertCloseErrorMessage::test_mismatched_elements, test/test_testing.py::TestAssertCloseErrorMessage::test_msg_callable, test/test_testing.py::TestAssertCloseErrorMessage::test_msg_str, test/test_testing.py::TestAssertCloseErrorMessage::test_not_close, test/test_testing.py::TestAssertCloseErrorMessage::test_not_equal, test/test_testing.py::TestAssertCloseErrorMessage::test_rel_diff, test/test_testing.py::TestAssertCloseErrorMessage::test_rel_diff_scalar, test/test_testing.py::TestAssertCloseErrorMessage::test_rtol, test/test_testing.py::TestAssertCloseErrorMessage::test_zero_div_zero, test/test_testing.py::TestAssertCloseContainer::test_mapping_mismatching_keys, test/test_testing.py::TestAssertCloseContainer::test_mapping_mismatching_values_msg, test/test_testing.py::TestAssertCloseContainer::test_sequence_mismatching_len, test/test_testing.py::TestAssertCloseContainer::test_sequence_mismatching_values_msg, test/test_testing.py::TestAssertCloseSparseCOO::test_matching_coalesced, test/test_testing.py::TestAssertCloseSparseCOO::test_matching_uncoalesced, test/test_testing.py::TestAssertCloseSparseCOO::test_mismatching_indices_msg, test/test_testing.py::TestAssertCloseSparseCOO::test_mismatching_nnz, test/test_testing.py::TestAssertCloseSparseCOO::test_mismatching_sparse_dims, test/test_testing.py::TestAssertCloseSparseCOO::test_mismatching_values_msg, test/test_testing.py::TestAssertCloseSparseCSR::test_matching, test/test_testing.py::TestAssertCloseSparseCSR::test_mismatching_col_indices_msg, test/test_testing.py::TestAssertCloseSparseCSR::test_mismatching_crow_indices_msg, test/test_testing.py::TestAssertCloseSparseCSR::test_mismatching_values_msg, test/test_testing.py::TestAssertCloseSparseCSC::test_matching, test/test_testing.py::TestAssertCloseSparseCSC::test_mismatching_ccol_indices_msg, test/test_testing.py::TestAssertCloseSparseCSC::test_mismatching_row_indices_msg, test/test_testing.py::TestAssertCloseSparseCSC::test_mismatching_values_msg, test/test_testing.py::TestAssertCloseSparseBSR::test_matching, test/test_testing.py::TestAssertCloseSparseBSR::test_mismatching_col_indices_msg, test/test_testing.py::TestAssertCloseSparseBSR::test_mismatching_crow_indices_msg, test/test_testing.py::TestAssertCloseSparseBSR::test_mismatching_values_msg, test/test_testing.py::TestAssertCloseSparseBSC::test_matching, test/test_testing.py::TestAssertCloseSparseBSC::test_mismatching_ccol_indices_msg, test/test_testing.py::TestAssertCloseSparseBSC::test_mismatching_row_indices_msg, 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test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_abs_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_acos_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_acosh_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_add_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_addbmm_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_addcdiv_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_addcmul_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_addmm_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_addmm_decomposed_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_addmv_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_addr_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_alias_copy_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_all_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_allclose_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_amax_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_amin_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_aminmax_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_angle_cuda_float32, 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test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_baddbmm_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_bernoulli_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_bfloat16_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_bincount_cuda_int64, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_bitwise_and_cuda_int64, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_bitwise_left_shift_cuda_int64, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_bitwise_not_cuda_int64, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_bitwise_or_cuda_int64, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_bitwise_right_shift_cuda_int64, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_bitwise_xor_cuda_int64, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_block_diag_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_bmm_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_bool_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_broadcast_shapes_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_broadcast_tensors_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_broadcast_to_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_bucketize_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_byte_cuda_float32, 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test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_cholesky_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_cholesky_inverse_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_cholesky_solve_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_chunk_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_clamp_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_clamp_max_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_clamp_min_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_clone_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_column_stack_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_combinations_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_complex_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_conj_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_conj_physical_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_constant_pad_nd_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_contiguous_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_copysign_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_corrcoef_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_cos_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_cosh_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_count_nonzero_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_cov_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_cross_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_cummax_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_cummin_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_cumprod_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_cumsum_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_cumulative_trapezoid_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_deg2rad_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_diag_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_diag_embed_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_diagflat_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_diagonal_copy_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_diagonal_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_diagonal_scatter_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_diff_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_digamma_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_dist_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_div_floor_rounding_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_div_no_rounding_mode_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_div_trunc_rounding_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_dot_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_double_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_dsplit_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_dstack_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_einsum_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_empty_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_empty_like_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_empty_permuted_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_empty_strided_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_eq_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_equal_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_erf_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_erfc_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_erfinv_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_exp2_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_exp_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_expand_as_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_expand_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_expm1_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_exponential_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_eye_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_fft_fft2_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_fft_fft_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_fft_fftn_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_fft_fftshift_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_fft_hfft2_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_fft_hfft_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_fft_hfftn_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_fft_ifft2_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_fft_ifft_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_fft_ifftn_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_fft_ifftshift_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_fft_ihfft2_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_fft_ihfft_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_fft_ihfftn_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_fft_irfft2_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_fft_irfft_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_fft_irfftn_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_fft_rfft2_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_fft_rfft_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_fft_rfftn_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_fill_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_flatten_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_flip_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_fliplr_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_flipud_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_float_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_float_power_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_floor_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_floor_divide_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_fmax_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_fmin_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_fmod_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_frac_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_frexp_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_full_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_full_like_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_gather_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_gcd_cuda_int64, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_ge_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_geometric_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_geqrf_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_gradient_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_grid_sampler_2d_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_gt_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_half_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_heaviside_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_histc_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_hsplit_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_hstack_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_hypot_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_i0_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_igamma_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_igammac_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_imag_cuda_complex64, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_index_add_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_index_copy_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_index_fill_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_index_put_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_index_reduce_amax_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_index_reduce_amin_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_index_reduce_mean_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_index_reduce_prod_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_index_select_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_inner_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_int_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_isclose_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_isfinite_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_isin_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_isinf_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_isnan_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_isneginf_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_isposinf_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_isreal_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_istft_cuda_complex64, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_item_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_jiterator_2inputs_2outputs_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_jiterator_4inputs_with_extra_args_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_jiterator_binary_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_jiterator_binary_return_by_ref_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_jiterator_unary_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_kron_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_kthvalue_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_lcm_cuda_int64, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_ldexp_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_le_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_lerp_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_lgamma_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_cholesky_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_cholesky_ex_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_cond_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_cross_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_det_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_det_singular_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_diagonal_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_eig_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_eigh_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_eigvals_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_eigvalsh_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_householder_product_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_inv_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_inv_ex_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_ldl_factor_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_ldl_factor_ex_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_ldl_solve_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_lstsq_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_lstsq_grad_oriented_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_lu_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_lu_factor_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_lu_factor_ex_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_lu_solve_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_matrix_norm_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_matrix_power_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_matrix_rank_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_matrix_rank_hermitian_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_multi_dot_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_norm_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_norm_subgradients_at_zero_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_pinv_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_pinv_hermitian_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_pinv_singular_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_qr_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_slogdet_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_solve_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_solve_ex_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_solve_triangular_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_svd_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_svdvals_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_tensorinv_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_tensorsolve_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_vander_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_vecdot_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_vector_norm_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linspace_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linspace_tensor_overload_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_log10_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_log1p_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_log2_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_log_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_log_normal_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_log_softmax_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_log_softmax_with_dtype_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_logaddexp2_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_logaddexp_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_logcumsumexp_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_logdet_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_logical_and_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_logical_not_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_logical_or_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_logical_xor_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_logit_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_logspace_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_logspace_tensor_overload_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_logsumexp_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_long_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_lt_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_lu_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_lu_solve_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_lu_unpack_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_mH_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_mT_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_masked_amax_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_masked_amin_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_masked_argmax_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_masked_argmin_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_masked_cumprod_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_masked_cumsum_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_masked_fill_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_masked_log_softmax_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_masked_logaddexp_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_masked_logsumexp_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_masked_mean_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_masked_median_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_masked_norm_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_masked_normalize_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_masked_prod_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_masked_scatter_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_masked_select_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_masked_softmax_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_masked_softmin_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_masked_std_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_masked_sum_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_masked_var_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_matmul_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_matrix_exp_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_max_binary_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_max_pool2d_with_indices_backward_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_max_reduction_no_dim_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_max_reduction_with_dim_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_maximum_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_mean_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_median_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_meshgrid_list_of_tensors_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_meshgrid_variadic_tensors_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_min_binary_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_min_reduction_no_dim_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_min_reduction_with_dim_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_minimum_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_mm_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_mode_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_movedim_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_msort_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_mul_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_multinomial_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_mv_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_mvlgamma_mvlgamma_p_1_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_mvlgamma_mvlgamma_p_3_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_mvlgamma_mvlgamma_p_5_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_nan_to_num_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_nanmean_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_nanmedian_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_nanquantile_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_nansum_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_narrow_copy_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_narrow_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_native_batch_norm_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_native_dropout_backward_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_native_layer_norm_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_ne_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_neg_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_new_empty_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_new_empty_strided_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_new_full_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_new_ones_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_new_zeros_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_nextafter_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_nn_functional_adaptive_avg_pool1d_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_nn_functional_adaptive_avg_pool2d_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_nn_functional_adaptive_avg_pool3d_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_nn_functional_adaptive_max_pool1d_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_nn_functional_adaptive_max_pool2d_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_nn_functional_adaptive_max_pool3d_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_nn_functional_alpha_dropout_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_nn_functional_avg_pool1d_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_nn_functional_avg_pool2d_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_nn_functional_avg_pool3d_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_nn_functional_batch_norm_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_nn_functional_batch_norm_without_cudnn_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_nn_functional_bilinear_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_nn_functional_binary_cross_entropy_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_nn_functional_binary_cross_entropy_with_logits_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_nn_functional_celu_cuda_float32, 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test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_signal_windows_hann_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_signal_windows_kaiser_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_signal_windows_nuttall_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_signbit_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_sin_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_sinc_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_sinh_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_slice_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_slice_scatter_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_softmax_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_softmax_with_dtype_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_sort_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_sparse_mm_reduce_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_sparse_sampled_addmm_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_special_airy_ai_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_special_bessel_j0_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_special_bessel_j1_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_special_bessel_y0_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_special_bessel_y1_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_special_chebyshev_polynomial_t_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_special_chebyshev_polynomial_u_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_special_chebyshev_polynomial_v_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_special_chebyshev_polynomial_w_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_special_entr_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_special_erfcx_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_special_hermite_polynomial_h_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_special_hermite_polynomial_he_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_special_i0e_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_special_i1_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_special_i1e_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_special_laguerre_polynomial_l_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_special_legendre_polynomial_p_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_special_log_ndtr_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_special_modified_bessel_i0_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_special_modified_bessel_i1_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_special_modified_bessel_k0_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_special_modified_bessel_k1_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_special_ndtr_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_special_ndtri_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_special_polygamma_special_polygamma_n_0_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_special_scaled_modified_bessel_k0_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_special_scaled_modified_bessel_k1_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_special_shifted_chebyshev_polynomial_t_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_special_shifted_chebyshev_polynomial_u_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_special_shifted_chebyshev_polynomial_v_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_special_shifted_chebyshev_polynomial_w_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_special_spherical_bessel_j0_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_special_xlog1py_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_special_zeta_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_split_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_split_list_args_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_split_with_sizes_copy_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_split_with_sizes_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_sqrt_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_square_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_squeeze_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_squeeze_multiple_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_stack_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_std_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_std_mean_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_std_mean_unbiased_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_std_unbiased_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_stft_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_sub_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_sum_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_sum_to_size_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_svd_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_svd_lowrank_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_t_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_take_along_dim_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_take_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_tan_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_tanh_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_tensor_split_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_tensordot_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_tile_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_to_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_to_sparse_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_topk_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_torch_ops_aten__efficient_attention_forward_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_torch_ops_aten__flash_attention_forward_cuda_float16, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_trace_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_transpose_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_trapezoid_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_trapz_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_triangular_solve_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_tril_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_tril_indices_cuda_int64, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_triu_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_triu_indices_cuda_int64, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_true_divide_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_trunc_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_unbind_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_unflatten_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_unfold_copy_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_unfold_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_uniform_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_unique_consecutive_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_unique_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_unravel_index_cuda_int64, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_unsafe_chunk_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_unsafe_split_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_unsqueeze_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_var_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_var_mean_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_var_mean_unbiased_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_var_unbiased_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_vdot_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_view_as_complex_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_view_as_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_view_as_real_cuda_complex64, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_view_copy_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_view_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_vsplit_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_vstack_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_where_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_xlogy_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_zero__cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_zeros_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_zeros_like_cuda_float32
2024-07-12T17:16:43.5331638Z 
2024-07-12T17:16:46.3187146Z Running dynamo/test_misc 1/1 ... [2024-07-12 17:16:46.318155]
2024-07-12T17:16:46.3190297Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_misc.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-07-12 17:16:46.318540]
2024-07-12T17:17:43.1506514Z 
2024-07-12T17:17:43.1508056Z dynamo/test_misc 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_misc_1.1_f474b355115a5ef5_.log
2024-07-12T17:17:43.1662023Z Running 476 items in this shard: test/dynamo/test_misc.py::MiscTests::test_312_binary_slice_with_graph_break1, test/dynamo/test_misc.py::MiscTests::test_312_binary_slice_with_graph_break2, test/dynamo/test_misc.py::MiscTests::test_T_tensor_attribute, test/dynamo/test_misc.py::MiscTests::test_add_sizes, test/dynamo/test_misc.py::MiscTests::test_add_to_set, test/dynamo/test_misc.py::MiscTests::test_anomaly_aot_autograd, test/dynamo/test_misc.py::MiscTests::test_any_all_symnode, test/dynamo/test_misc.py::MiscTests::test_aot_autograd_propagate_unbacked_symints_shape, test/dynamo/test_misc.py::MiscTests::test_assert, test/dynamo/test_misc.py::MiscTests::test_assert_size_stride, test/dynamo/test_misc.py::MiscTests::test_assigning_function_to_class_attribute, test/dynamo/test_misc.py::MiscTests::test_assigning_function_to_object_attribute, test/dynamo/test_misc.py::MiscTests::test_auto_functionalize, test/dynamo/test_misc.py::MiscTests::test_auto_functionalize_can_with_default, test/dynamo/test_misc.py::MiscTests::test_auto_functionalize_can_with_none_return, test/dynamo/test_misc.py::MiscTests::test_auto_functionalize_on_view, test/dynamo/test_misc.py::MiscTests::test_auto_functionalize_optional, test/dynamo/test_misc.py::MiscTests::test_auto_functionalize_self_as_mutate_arg, test/dynamo/test_misc.py::MiscTests::test_auto_functionalize_tensorlist, test/dynamo/test_misc.py::MiscTests::test_auto_functionalize_with_returns, test/dynamo/test_misc.py::MiscTests::test_backend_match_guard, test/dynamo/test_misc.py::MiscTests::test_backend_match_guard_multi_threads, test/dynamo/test_misc.py::MiscTests::test_backward_deterministic_mode_mismatch_warning, test/dynamo/test_misc.py::MiscTests::test_boolarg, test/dynamo/test_misc.py::MiscTests::test_build_tuple_unpack, test/dynamo/test_misc.py::MiscTests::test_builder_for_class_with_metaclass, test/dynamo/test_misc.py::MiscTests::test_builtin_abs, test/dynamo/test_misc.py::MiscTests::test_builtin_isinstance, test/dynamo/test_misc.py::MiscTests::test_builtin_str_on_user_defined_function, test/dynamo/test_misc.py::MiscTests::test_builtin_subclasses_as_method_on_class_type, test/dynamo/test_misc.py::MiscTests::test_builtin_subclasses_as_method_on_var, test/dynamo/test_misc.py::MiscTests::test_call_parent_non_class_methods_from_child, test/dynamo/test_misc.py::MiscTests::test_callpacked, test/dynamo/test_misc.py::MiscTests::test_can_auto_functionalize, test/dynamo/test_misc.py::MiscTests::test_cannot_trace_mark_dynamic, test/dynamo/test_misc.py::MiscTests::test_cannot_trace_mark_dynamic_safe_unreached, test/dynamo/test_misc.py::MiscTests::test_cast, test/dynamo/test_misc.py::MiscTests::test_cat_unbacked, test/dynamo/test_misc.py::MiscTests::test_catch_watchings1, test/dynamo/test_misc.py::MiscTests::test_catch_watchings2, test/dynamo/test_misc.py::MiscTests::test_cell_output1, test/dynamo/test_misc.py::MiscTests::test_cell_output2, test/dynamo/test_misc.py::MiscTests::test_class_duner_mro, test/dynamo/test_misc.py::MiscTests::test_class_has_instancecheck_method, test/dynamo/test_misc.py::MiscTests::test_clone_sparse_input, test/dynamo/test_misc.py::MiscTests::test_closure_out_of_scope_cell, test/dynamo/test_misc.py::MiscTests::test_closure_out_of_scope_cell_with_cond, test/dynamo/test_misc.py::MiscTests::test_closure_out_of_scope_cell_with_mutation, test/dynamo/test_misc.py::MiscTests::test_closure_recompiles, test/dynamo/test_misc.py::MiscTests::test_closure_with_mutation_and_graph_break, test/dynamo/test_misc.py::MiscTests::test_compare_shapes_eq, test/dynamo/test_misc.py::MiscTests::test_compare_shapes_neq, test/dynamo/test_misc.py::MiscTests::test_compare_shapes_tuple_eq, test/dynamo/test_misc.py::MiscTests::test_compare_shapes_tuple_neq, test/dynamo/test_misc.py::MiscTests::test_compare_shapes_with_constant, test/dynamo/test_misc.py::MiscTests::test_compilation_metrics_size_limit, test/dynamo/test_misc.py::MiscTests::test_compile_profiler, test/dynamo/test_misc.py::MiscTests::test_cond, test/dynamo/test_misc.py::MiscTests::test_cond_export, test/dynamo/test_misc.py::MiscTests::test_cond_export_single_arg, test/dynamo/test_misc.py::MiscTests::test_cond_nested, test/dynamo/test_misc.py::MiscTests::test_cond_side_effects, test/dynamo/test_misc.py::MiscTests::test_cond_with_quantization, test/dynamo/test_misc.py::MiscTests::test_conditional_list_comp_in_context, test/dynamo/test_misc.py::MiscTests::test_config_getattr_default, test/dynamo/test_misc.py::MiscTests::test_config_obj, test/dynamo/test_misc.py::MiscTests::test_const_dict_variable_python_type, test/dynamo/test_misc.py::MiscTests::test_constant_getattr, test/dynamo/test_misc.py::MiscTests::test_contains_dunder_dict, test/dynamo/test_misc.py::MiscTests::test_cpp_extension_recommends_custom_ops, test/dynamo/test_misc.py::MiscTests::test_cross_entropy_loss_fancy_ctor1, test/dynamo/test_misc.py::MiscTests::test_cross_entropy_loss_fancy_ctor2, test/dynamo/test_misc.py::MiscTests::test_cross_entropy_loss_simple_ctor, test/dynamo/test_misc.py::MiscTests::test_cse_dict_guards, test/dynamo/test_misc.py::MiscTests::test_cuda_set_device, test/dynamo/test_misc.py::MiscTests::test_custom_dict, test/dynamo/test_misc.py::MiscTests::test_custom_iter_dict, test/dynamo/test_misc.py::MiscTests::test_custom_keys_iter_dict, test/dynamo/test_misc.py::MiscTests::test_custom_module_free, test/dynamo/test_misc.py::MiscTests::test_dataclass_fields, test/dynamo/test_misc.py::MiscTests::test_dataclass_local_hasattr, test/dynamo/test_misc.py::MiscTests::test_default_args_device_dtype, test/dynamo/test_misc.py::MiscTests::test_default_dtype_change, test/dynamo/test_misc.py::MiscTests::test_defaultdict, test/dynamo/test_misc.py::MiscTests::test_deque_append_left, test/dynamo/test_misc.py::MiscTests::test_deque_input, test/dynamo/test_misc.py::MiscTests::test_derpy_nn_module_usage, test/dynamo/test_misc.py::MiscTests::test_descriptor, test/dynamo/test_misc.py::MiscTests::test_deterministic_algorithms_mutated, test/dynamo/test_misc.py::MiscTests::test_dict_guard_on_keys_order, test/dynamo/test_misc.py::MiscTests::test_dict_guard_on_keys_order2, test/dynamo/test_misc.py::MiscTests::test_dict_mutation_side_effect, test/dynamo/test_misc.py::MiscTests::test_dict_namedtuple, test/dynamo/test_misc.py::MiscTests::test_dict_order_keys, test/dynamo/test_misc.py::MiscTests::test_dict_order_keys_modules, test/dynamo/test_misc.py::MiscTests::test_dict_order_keys_tensors, test/dynamo/test_misc.py::MiscTests::test_dict_reconstruct_keeps_original_order, test/dynamo/test_misc.py::MiscTests::test_dict_subclass_cannot_be_initialized_in_graph, test/dynamo/test_misc.py::MiscTests::test_dictcomp, test/dynamo/test_misc.py::MiscTests::test_disable_flag, test/dynamo/test_misc.py::MiscTests::test_dtypes_no_graphbreaks, test/dynamo/test_misc.py::MiscTests::test_dunder_methods, test/dynamo/test_misc.py::MiscTests::test_dunder_new_function_inlining, test/dynamo/test_misc.py::MiscTests::test_duplicate_graph_break_log, test/dynamo/test_misc.py::MiscTests::test_dynamic_one_hot, test/dynamo/test_misc.py::MiscTests::test_dynamo_cache_invalidate, test/dynamo/test_misc.py::MiscTests::test_dynamo_cache_move_to_front, test/dynamo/test_misc.py::MiscTests::test_dynamo_compiling_fake_tensor_to_vararg_int, test/dynamo/test_misc.py::MiscTests::test_dynamo_min_operator_with_shape, test/dynamo/test_misc.py::MiscTests::test_dynamo_reset_clears_cache, test/dynamo/test_misc.py::MiscTests::test_empty_list, test/dynamo/test_misc.py::MiscTests::test_enum_as_dict_key, test/dynamo/test_misc.py::MiscTests::test_enum_as_dict_key_with_overloaded_str, test/dynamo/test_misc.py::MiscTests::test_enum_guards, test/dynamo/test_misc.py::MiscTests::test_enum_no_graphbreaks, test/dynamo/test_misc.py::MiscTests::test_error_on_nested_fx_trace, test/dynamo/test_misc.py::MiscTests::test_error_on_recompile, test/dynamo/test_misc.py::MiscTests::test_flat_name_to_original_fqn, test/dynamo/test_misc.py::MiscTests::test_fn_hasattr__name__1, test/dynamo/test_misc.py::MiscTests::test_fn_hasattr__name__2, test/dynamo/test_misc.py::MiscTests::test_fn_hasattr__name__3, test/dynamo/test_misc.py::MiscTests::test_fold, test/dynamo/test_misc.py::MiscTests::test_frozenset_torch_func_contains, test/dynamo/test_misc.py::MiscTests::test_funcname_cache, test/dynamo/test_misc.py::MiscTests::test_function_annotation, test/dynamo/test_misc.py::MiscTests::test_generate_tensor_from_list_of_numpy_primitive_type, test/dynamo/test_misc.py::MiscTests::test_generate_trivial_abstract_impl, test/dynamo/test_misc.py::MiscTests::test_get_attr_function, test/dynamo/test_misc.py::MiscTests::test_get_cache_entry, test/dynamo/test_misc.py::MiscTests::test_get_custom_tensor_attribute, test/dynamo/test_misc.py::MiscTests::test_get_device, test/dynamo/test_misc.py::MiscTests::test_get_instruction_source_311, test/dynamo/test_misc.py::MiscTests::test_getattr_dict, test/dynamo/test_misc.py::MiscTests::test_getset_descriptor, test/dynamo/test_misc.py::MiscTests::test_grad, test/dynamo/test_misc.py::MiscTests::test_grad_non_none, test/dynamo/test_misc.py::MiscTests::test_grad_none, test/dynamo/test_misc.py::MiscTests::test_grad_state_mutated, test/dynamo/test_misc.py::MiscTests::test_graph_break_compilation_metrics, test/dynamo/test_misc.py::MiscTests::test_graph_break_compilation_metrics_on_failure, test/dynamo/test_misc.py::MiscTests::test_graph_break_correctly_when_passing_numpy_ndarray_to_torch_function, test/dynamo/test_misc.py::MiscTests::test_guard_failure_fn, test/dynamo/test_misc.py::MiscTests::test_guard_failure_fn2, test/dynamo/test_misc.py::MiscTests::test_guard_failure_fn_shape_control, test/dynamo/test_misc.py::MiscTests::test_guard_failure_fn_tensor_iter, test/dynamo/test_misc.py::MiscTests::test_guard_function_builder_with_cse, test/dynamo/test_misc.py::MiscTests::test_guard_size_oblivious, test/dynamo/test_misc.py::MiscTests::test_guard_size_oblivious_backed, test/dynamo/test_misc.py::MiscTests::test_guards_cse_pass_multiple, test/dynamo/test_misc.py::MiscTests::test_guards_cse_pass_single, test/dynamo/test_misc.py::MiscTests::test_guards_strip_function_call, test/dynamo/test_misc.py::MiscTests::test_hasattr_nn_module_guard, test/dynamo/test_misc.py::MiscTests::test_hash_getitem_slice, test/dynamo/test_misc.py::MiscTests::test_id_guarded_module, test/dynamo/test_misc.py::MiscTests::test_id_guarded_object, test/dynamo/test_misc.py::MiscTests::test_id_of_nn_module, test/dynamo/test_misc.py::MiscTests::test_if_cond_nn_mod1, test/dynamo/test_misc.py::MiscTests::test_if_cond_nn_mod2, test/dynamo/test_misc.py::MiscTests::test_if_cond_nn_mod3, test/dynamo/test_misc.py::MiscTests::test_if_cond_user_defined_object, test/dynamo/test_misc.py::MiscTests::test_if_cond_user_defined_object2, test/dynamo/test_misc.py::MiscTests::test_if_cond_user_defined_object3, test/dynamo/test_misc.py::MiscTests::test_inference_mode, test/dynamo/test_misc.py::MiscTests::test_inline_closure_not_loaded_by_parent, test/dynamo/test_misc.py::MiscTests::test_inline_dict_function, test/dynamo/test_misc.py::MiscTests::test_inline_dict_function_passed_as_arg, test/dynamo/test_misc.py::MiscTests::test_inline_dict_mutation, test/dynamo/test_misc.py::MiscTests::test_inline_func_jump_on_tensor_condition, test/dynamo/test_misc.py::MiscTests::test_inline_list_mutation, test/dynamo/test_misc.py::MiscTests::test_inline_local_dict_clear, test/dynamo/test_misc.py::MiscTests::test_inline_module_attr_dict_clear, test/dynamo/test_misc.py::MiscTests::test_inline_user_defined_dict_attr_clear, test/dynamo/test_misc.py::MiscTests::test_inplace, test/dynamo/test_misc.py::MiscTests::test_inplace_desugaring, test/dynamo/test_misc.py::MiscTests::test_inplace_param_update, test/dynamo/test_misc.py::MiscTests::test_inplace_view_on_graph_input, test/dynamo/test_misc.py::MiscTests::test_input_set_graph_break, test/dynamo/test_misc.py::MiscTests::test_int_int_comparisons, test/dynamo/test_misc.py::MiscTests::test_int_list, test/dynamo/test_misc.py::MiscTests::test_int_neg, test/dynamo/test_misc.py::MiscTests::test_int_shape_binops, test/dynamo/test_misc.py::MiscTests::test_int_shape_comparisons, test/dynamo/test_misc.py::MiscTests::test_int_shape_inplace_binops, test/dynamo/test_misc.py::MiscTests::test_intermediary_tensor_grad_access, test/dynamo/test_misc.py::MiscTests::test_interpolate_propagate_real_tensors, test/dynamo/test_misc.py::MiscTests::test_invalid_args_builtin, test/dynamo/test_misc.py::MiscTests::test_is_compiling, test/dynamo/test_misc.py::MiscTests::test_is_floating_point, test/dynamo/test_misc.py::MiscTests::test_is_floating_point2, test/dynamo/test_misc.py::MiscTests::test_is_tensor, test/dynamo/test_misc.py::MiscTests::test_is_tensor2, test/dynamo/test_misc.py::MiscTests::test_is_tensor_like, test/dynamo/test_misc.py::MiscTests::test_is_tensor_like2, test/dynamo/test_misc.py::MiscTests::test_item, test/dynamo/test_misc.py::MiscTests::test_item_changes, test/dynamo/test_misc.py::MiscTests::test_item_changes_new_shape, test/dynamo/test_misc.py::MiscTests::test_iter_set, test/dynamo/test_misc.py::MiscTests::test_iter_type, test/dynamo/test_misc.py::MiscTests::test_itertools_accumulate_symint_default_sum, test/dynamo/test_misc.py::MiscTests::test_itertools_accumulate_tensors_builtins, test/dynamo/test_misc.py::MiscTests::test_itertools_accumulate_tensors_default_sum, test/dynamo/test_misc.py::MiscTests::test_itertools_accumulate_tensors_kwargs, test/dynamo/test_misc.py::MiscTests::test_itertools_accumulate_tensors_user_defined, test/dynamo/test_misc.py::MiscTests::test_itertools_groupby_pure_python_default_identify_func, test/dynamo/test_misc.py::MiscTests::test_itertools_groupby_pure_python_key_func, test/dynamo/test_misc.py::MiscTests::test_itertools_infinite_count, test/dynamo/test_misc.py::MiscTests::test_itertools_infinite_cycle, test/dynamo/test_misc.py::MiscTests::test_itertools_infinite_repeat, test/dynamo/test_misc.py::MiscTests::test_itertools_infinite_repeat_mutation, test/dynamo/test_misc.py::MiscTests::test_itertools_repeat, test/dynamo/test_misc.py::MiscTests::test_large_reduction_list, test/dynamo/test_misc.py::MiscTests::test_linear_module_free, test/dynamo/test_misc.py::MiscTests::test_list_append_return_none, test/dynamo/test_misc.py::MiscTests::test_list_hasattr1, test/dynamo/test_misc.py::MiscTests::test_list_hasattr2, test/dynamo/test_misc.py::MiscTests::test_list_iadd_side_effect, test/dynamo/test_misc.py::MiscTests::test_list_iadd_with_shape, test/dynamo/test_misc.py::MiscTests::test_list_iterator_contains, test/dynamo/test_misc.py::MiscTests::test_list_mul, test/dynamo/test_misc.py::MiscTests::test_list_slice_mul, test/dynamo/test_misc.py::MiscTests::test_listcomp, test/dynamo/test_misc.py::MiscTests::test_load_fast_and_clear_graph_break, test/dynamo/test_misc.py::MiscTests::test_mandelbrot_numpy, test/dynamo/test_misc.py::MiscTests::test_map_side_effects, test/dynamo/test_misc.py::MiscTests::test_map_with_quantization, test/dynamo/test_misc.py::MiscTests::test_mark_dynamic_with_ranges, test/dynamo/test_misc.py::MiscTests::test_mark_static, test/dynamo/test_misc.py::MiscTests::test_matmul1, test/dynamo/test_misc.py::MiscTests::test_min_max_over_iterable, test/dynamo/test_misc.py::MiscTests::test_module_complex_iter, test/dynamo/test_misc.py::MiscTests::test_module_deepcopy, test/dynamo/test_misc.py::MiscTests::test_module_dunder_dict, test/dynamo/test_misc.py::MiscTests::test_module_not_callable, test/dynamo/test_misc.py::MiscTests::test_named_parameters, test/dynamo/test_misc.py::MiscTests::test_namedtuple1, test/dynamo/test_misc.py::MiscTests::test_namedtuple2, test/dynamo/test_misc.py::MiscTests::test_namedtuple3, test/dynamo/test_misc.py::MiscTests::test_nan, test/dynamo/test_misc.py::MiscTests::test_nested_closure, test/dynamo/test_misc.py::MiscTests::test_nested_closure_mutation, test/dynamo/test_misc.py::MiscTests::test_nested_function_resuming_with_correct_globals, test/dynamo/test_misc.py::MiscTests::test_nested_optimize, test/dynamo/test_misc.py::MiscTests::test_nested_optimize_decorator, test/dynamo/test_misc.py::MiscTests::test_nested_optimize_run, test/dynamo/test_misc.py::MiscTests::test_nested_sequential_try, test/dynamo/test_misc.py::MiscTests::test_nested_sequential_try_with, test/dynamo/test_misc.py::MiscTests::test_nested_sequential_try_with_graph_break, test/dynamo/test_misc.py::MiscTests::test_nested_sequential_with, test/dynamo/test_misc.py::MiscTests::test_nested_wraps, test/dynamo/test_misc.py::MiscTests::test_new_with_int_list, test/dynamo/test_misc.py::MiscTests::test_nn_functional_reduction, test/dynamo/test_misc.py::MiscTests::test_nn_module_getattr, test/dynamo/test_misc.py::MiscTests::test_nn_module_getattribute, test/dynamo/test_misc.py::MiscTests::test_nn_sequential_invocation, test/dynamo/test_misc.py::MiscTests::test_nn_sequential_invocation_reposition_indices, test/dynamo/test_misc.py::MiscTests::test_no_error_on_nested_fx_trace, test/dynamo/test_misc.py::MiscTests::test_no_raise_guard_partial_constraint, test/dynamo/test_misc.py::MiscTests::test_no_raise_guard_partial_constraint_across_break, test/dynamo/test_misc.py::MiscTests::test_non_pt2_compliant_ops_graph_break, test/dynamo/test_misc.py::MiscTests::test_nonzero_static, test/dynamo/test_misc.py::MiscTests::test_not_dynamic_scope, test/dynamo/test_misc.py::MiscTests::test_numel, test/dynamo/test_misc.py::MiscTests::test_numpy_array_of_arrays, test/dynamo/test_misc.py::MiscTests::test_numpy_as_global, test/dynamo/test_misc.py::MiscTests::test_numpy_fallback_on_eager, test/dynamo/test_misc.py::MiscTests::test_numpy_force, test/dynamo/test_misc.py::MiscTests::test_numpy_gt, test/dynamo/test_misc.py::MiscTests::test_numpy_int_constant, test/dynamo/test_misc.py::MiscTests::test_numpy_iter, test/dynamo/test_misc.py::MiscTests::test_numpy_min, test/dynamo/test_misc.py::MiscTests::test_numpy_ndarray_graph_break, test/dynamo/test_misc.py::MiscTests::test_numpy_ndarray_graph_break_with_multiple_outputs, test/dynamo/test_misc.py::MiscTests::test_numpy_ndarray_works_with_builtin_function, test/dynamo/test_misc.py::MiscTests::test_numpy_no_raise, test/dynamo/test_misc.py::MiscTests::test_numpy_non_torch_dtype, test/dynamo/test_misc.py::MiscTests::test_numpy_random_config_to_numpy, test/dynamo/test_misc.py::MiscTests::test_numpy_readonly, test/dynamo/test_misc.py::MiscTests::test_numpy_recompilation_scalar, test/dynamo/test_misc.py::MiscTests::test_numpy_size_attr, test/dynamo/test_misc.py::MiscTests::test_numpy_subdtype, test/dynamo/test_misc.py::MiscTests::test_numpy_take_along_axis, test/dynamo/test_misc.py::MiscTests::test_numpy_tolist, test/dynamo/test_misc.py::MiscTests::test_numpy_torch_operators, test/dynamo/test_misc.py::MiscTests::test_numpy_ufunc_out, test/dynamo/test_misc.py::MiscTests::test_numpy_ufunc_out_graph_break, test/dynamo/test_misc.py::MiscTests::test_numpy_unique_f16, test/dynamo/test_misc.py::MiscTests::test_numpy_variable_isinstance, test/dynamo/test_misc.py::MiscTests::test_numpy_with_builtin_type, test/dynamo/test_misc.py::MiscTests::test_object_classmethod, test/dynamo/test_misc.py::MiscTests::test_object_setattr, test/dynamo/test_misc.py::MiscTests::test_object_staticmethod, test/dynamo/test_misc.py::MiscTests::test_onnx_shape_as_tensor, test/dynamo/test_misc.py::MiscTests::test_optimize_on_module, test/dynamo/test_misc.py::MiscTests::test_ordered_dict_alias_reconstruct, test/dynamo/test_misc.py::MiscTests::test_ordered_dict_move_to_end, test/dynamo/test_misc.py::MiscTests::test_out_variant_custom_op, test/dynamo/test_misc.py::MiscTests::test_out_variants_with_resizing_on_graph_inputs, test/dynamo/test_misc.py::MiscTests::test_out_variants_with_resizing_on_graph_inputs_with_dynamic, test/dynamo/test_misc.py::MiscTests::test_out_variants_with_resizing_on_graph_inputs_with_dynamic1, test/dynamo/test_misc.py::MiscTests::test_outside_linear_module_free, test/dynamo/test_misc.py::MiscTests::test_packaging_version_parse, test/dynamo/test_misc.py::MiscTests::test_pair, test/dynamo/test_misc.py::MiscTests::test_param_shape_binops, test/dynamo/test_misc.py::MiscTests::test_parameter_free, test/dynamo/test_misc.py::MiscTests::test_parsing_sdpa, test/dynamo/test_misc.py::MiscTests::test_patched_builtin_functions, test/dynamo/test_misc.py::MiscTests::test_pt2_compliant_ops_are_allowed, test/dynamo/test_misc.py::MiscTests::test_pt2_compliant_overload, test/dynamo/test_misc.py::MiscTests::test_pure_python_accumulate, test/dynamo/test_misc.py::MiscTests::test_py_guards_mark_dynamic, test/dynamo/test_misc.py::MiscTests::test_python_slice, test/dynamo/test_misc.py::MiscTests::test_raise_guard_full_constraint, test/dynamo/test_misc.py::MiscTests::test_raise_guard_indirect_full_constraint, test/dynamo/test_misc.py::MiscTests::test_raise_guard_partial_constraint_across_break, test/dynamo/test_misc.py::MiscTests::test_raise_guard_partial_constraint_no_graph_break, test/dynamo/test_misc.py::MiscTests::test_raise_on_backend_error, test/dynamo/test_misc.py::MiscTests::test_raises, test/dynamo/test_misc.py::MiscTests::test_raises_importerror1, test/dynamo/test_misc.py::MiscTests::test_raises_importerror2, test/dynamo/test_misc.py::MiscTests::test_rand, test/dynamo/test_misc.py::MiscTests::test_range_input, test/dynamo/test_misc.py::MiscTests::test_range_with_shape, test/dynamo/test_misc.py::MiscTests::test_real_imag_tensor_attribute, test/dynamo/test_misc.py::MiscTests::test_recompile_on_global_state_change, test/dynamo/test_misc.py::MiscTests::test_reconstruct_set_across_graph_break, test/dynamo/test_misc.py::MiscTests::test_recursive_inline_list_mutation, test/dynamo/test_misc.py::MiscTests::test_recursive_tensor_attribute, test/dynamo/test_misc.py::MiscTests::test_release_input_memory, test/dynamo/test_misc.py::MiscTests::test_release_module_memory, test/dynamo/test_misc.py::MiscTests::test_release_scope_memory, test/dynamo/test_misc.py::MiscTests::test_repeat_interleave_graphbreaks, test/dynamo/test_misc.py::MiscTests::test_repro_graph_breaks_in__get_item_by_idx, test/dynamo/test_misc.py::MiscTests::test_restore_graphstate, test/dynamo/test_misc.py::MiscTests::test_return_dict_with_graph_break_and_update, test/dynamo/test_misc.py::MiscTests::test_return_nested_function, test/dynamo/test_misc.py::MiscTests::test_runtime_assert_replacement, test/dynamo/test_misc.py::MiscTests::test_sample_input, test/dynamo/test_misc.py::MiscTests::test_scalar_tensor_is_equivalent_to_int_list_argument, test/dynamo/test_misc.py::MiscTests::test_scalar_tensor_is_equivalent_to_symint_argument, test/dynamo/test_misc.py::MiscTests::test_scalar_tensor_is_equivalent_to_symint_list_argument, test/dynamo/test_misc.py::MiscTests::test_sequential_module_free, test/dynamo/test_misc.py::MiscTests::test_set_aliasing_recompiles, test/dynamo/test_misc.py::MiscTests::test_set_custom_tensor_attribute, test/dynamo/test_misc.py::MiscTests::test_setattr_mutation1, test/dynamo/test_misc.py::MiscTests::test_setattr_mutation2, test/dynamo/test_misc.py::MiscTests::test_setattr_mutation3, test/dynamo/test_misc.py::MiscTests::test_shape_and_tuple_equality, test/dynamo/test_misc.py::MiscTests::test_shape_env_equal_constructor, test/dynamo/test_misc.py::MiscTests::test_shape_env_equal_create_symbolic_sizes_strides_storage_offset, test/dynamo/test_misc.py::MiscTests::test_shape_env_equal_empty, test/dynamo/test_misc.py::MiscTests::test_shape_env_equal_evaluate_expr_divisible, test/dynamo/test_misc.py::MiscTests::test_shape_env_equal_evaluate_expr_refinement, test/dynamo/test_misc.py::MiscTests::test_shape_env_equal_evaluate_expr_replacement, test/dynamo/test_misc.py::MiscTests::test_shape_env_equal_runtime_assert, test/dynamo/test_misc.py::MiscTests::test_shape_env_equal_unbacked, test/dynamo/test_misc.py::MiscTests::test_shape_env_no_recording, test/dynamo/test_misc.py::MiscTests::test_shape_env_recorded_function_fallback, test/dynamo/test_misc.py::MiscTests::test_shape_int_comparisons, test/dynamo/test_misc.py::MiscTests::test_shape_int_inplace_binops, test/dynamo/test_misc.py::MiscTests::test_shape_type, test/dynamo/test_misc.py::MiscTests::test_shape_unpack, test/dynamo/test_misc.py::MiscTests::test_side_effects_codegen_update_mutated, test/dynamo/test_misc.py::MiscTests::test_simple_set_usage, test/dynamo/test_misc.py::MiscTests::test_size_dim, test/dynamo/test_misc.py::MiscTests::test_size_input, test/dynamo/test_misc.py::MiscTests::test_slice_input, test/dynamo/test_misc.py::MiscTests::test_source_non_input_grad_access, test/dynamo/test_misc.py::MiscTests::test_storage_return, test/dynamo/test_misc.py::MiscTests::test_str_format_assert1, test/dynamo/test_misc.py::MiscTests::test_str_format_assert2, test/dynamo/test_misc.py::MiscTests::test_str_format_return1, test/dynamo/test_misc.py::MiscTests::test_str_format_return2, test/dynamo/test_misc.py::MiscTests::test_stride_dim, test/dynamo/test_misc.py::MiscTests::test_super_after_graph_break, test/dynamo/test_misc.py::MiscTests::test_super_calling_with_metaclass, test/dynamo/test_misc.py::MiscTests::test_sym_constrain_range_on_replaced_unbacked_symbol, test/dynamo/test_misc.py::MiscTests::test_sys_modules, test/dynamo/test_misc.py::MiscTests::test_tagging_tensors_mix_used_unused_structure, test/dynamo/test_misc.py::MiscTests::test_tagging_tensors_simple, test/dynamo/test_misc.py::MiscTests::test_tensor_build_list_unpack, test/dynamo/test_misc.py::MiscTests::test_tensor_ctor_list_of_tensor, test/dynamo/test_misc.py::MiscTests::test_tensor_data, test/dynamo/test_misc.py::MiscTests::test_tensor_dict1, test/dynamo/test_misc.py::MiscTests::test_tensor_dict2, test/dynamo/test_misc.py::MiscTests::test_tensor_dict3, test/dynamo/test_misc.py::MiscTests::test_tensor_dot_grad_no_graph_break, test/dynamo/test_misc.py::MiscTests::test_tensor_interacts_with_numpy_ndarray, test/dynamo/test_misc.py::MiscTests::test_tensor_is_contiguous, test/dynamo/test_misc.py::MiscTests::test_tensor_item_capture, test/dynamo/test_misc.py::MiscTests::test_tensor_item_no_capture, test/dynamo/test_misc.py::MiscTests::test_tensor_iter, test/dynamo/test_misc.py::MiscTests::test_tensor_layout, test/dynamo/test_misc.py::MiscTests::test_tensor_types, test/dynamo/test_misc.py::MiscTests::test_tolist_0d, test/dynamo/test_misc.py::MiscTests::test_tolist_1d, test/dynamo/test_misc.py::MiscTests::test_tolist_float, test/dynamo/test_misc.py::MiscTests::test_tolist_kd, test/dynamo/test_misc.py::MiscTests::test_tolist_kd_dynamic, test/dynamo/test_misc.py::MiscTests::test_tolist_scalar, test/dynamo/test_misc.py::MiscTests::test_top_package_import, test/dynamo/test_misc.py::MiscTests::test_torch_check, test/dynamo/test_misc.py::MiscTests::test_torch_check_is_size, test/dynamo/test_misc.py::MiscTests::test_torch_check_symbolic_shape_rel, test/dynamo/test_misc.py::MiscTests::test_torch_compile_ctx_on_forward_and_training_step, test/dynamo/test_misc.py::MiscTests::test_torch_cuda_is_available, test/dynamo/test_misc.py::MiscTests::test_torch_cudnn_is_acceptable, test/dynamo/test_misc.py::MiscTests::test_torch_cudnn_is_acceptable_bad_inputs, test/dynamo/test_misc.py::MiscTests::test_torch_device_python_type, test/dynamo/test_misc.py::MiscTests::test_torch_distributions_lazy_property, test/dynamo/test_misc.py::MiscTests::test_torch_dtype_python_type, test/dynamo/test_misc.py::MiscTests::test_torch_dynamo_codegen_pow, test/dynamo/test_misc.py::MiscTests::test_torch_generator_set_state, test/dynamo/test_misc.py::MiscTests::test_torch_guards_stack_frame_register_inlining, test/dynamo/test_misc.py::MiscTests::test_torch_guards_stack_frame_register_inlining_deep, test/dynamo/test_misc.py::MiscTests::test_torch_nn_parameter_isinstance, test/dynamo/test_misc.py::MiscTests::test_torch_objects_as_keys, test/dynamo/test_misc.py::MiscTests::test_torch_package_working_with_trace, test/dynamo/test_misc.py::MiscTests::test_torch_seed, test/dynamo/test_misc.py::MiscTests::test_torch_size, test/dynamo/test_misc.py::MiscTests::test_torch_size_numel, test/dynamo/test_misc.py::MiscTests::test_torch_size_numel_dynamic, test/dynamo/test_misc.py::MiscTests::test_torch_variable_hasattr, test/dynamo/test_misc.py::MiscTests::test_trace_ndarray_frame, test/dynamo/test_misc.py::MiscTests::test_trace_ndarray_frame_2, test/dynamo/test_misc.py::MiscTests::test_tracing_nested_py_tree, test/dynamo/test_misc.py::MiscTests::test_tracing_nested_py_tree_dicts, test/dynamo/test_misc.py::MiscTests::test_tracing_nested_py_tree_mixed_all, test/dynamo/test_misc.py::MiscTests::test_tracing_nested_py_tree_tuples, test/dynamo/test_misc.py::MiscTests::test_tracing_py_tree, test/dynamo/test_misc.py::MiscTests::test_tracing_py_tree_tensor_subclass, test/dynamo/test_misc.py::MiscTests::test_tracing_tree_map_only, test/dynamo/test_misc.py::MiscTests::test_tuple_from_tuple_iter, test/dynamo/test_misc.py::MiscTests::test_tuple_hasattr, test/dynamo/test_misc.py::MiscTests::test_tuple_iadd_with_shape, test/dynamo/test_misc.py::MiscTests::test_tuple_mul, test/dynamo/test_misc.py::MiscTests::test_tuple_mul_with_shape, test/dynamo/test_misc.py::MiscTests::test_type_copy, test/dynamo/test_misc.py::MiscTests::test_typing_dict, test/dynamo/test_misc.py::MiscTests::test_typing_typevar, test/dynamo/test_misc.py::MiscTests::test_typing_union_and_optional, test/dynamo/test_misc.py::MiscTests::test_typing_variable_isinstance, test/dynamo/test_misc.py::MiscTests::test_unbacked_auto_functionalize_op, test/dynamo/test_misc.py::MiscTests::test_unbacked_symint, test/dynamo/test_misc.py::MiscTests::test_unhandled_exception_in_dynamo, test/dynamo/test_misc.py::MiscTests::test_unhandled_exception_in_dynamo2, test/dynamo/test_misc.py::MiscTests::test_unpack4, test/dynamo/test_misc.py::MiscTests::test_unpack5, test/dynamo/test_misc.py::MiscTests::test_unpack_tensor_shape_mismatch, test/dynamo/test_misc.py::MiscTests::test_update_locals_and_stack_uses_shared_cache, test/dynamo/test_misc.py::MiscTests::test_user_defined_binop, test/dynamo/test_misc.py::MiscTests::test_user_defined_class_name, test/dynamo/test_misc.py::MiscTests::test_user_defined_class_python_type, test/dynamo/test_misc.py::MiscTests::test_user_defined_iter, test/dynamo/test_misc.py::MiscTests::test_user_defined_setattr1, test/dynamo/test_misc.py::MiscTests::test_user_defined_setattr2, test/dynamo/test_misc.py::MiscTests::test_user_function_variable_supports_enum_argument, test/dynamo/test_misc.py::MiscTests::test_user_function_variable_supports_function_argument, test/dynamo/test_misc.py::MiscTests::test_user_function_variable_supports_type_abcmeta_argument, test/dynamo/test_misc.py::MiscTests::test_user_getattr1, test/dynamo/test_misc.py::MiscTests::test_user_getattr2, test/dynamo/test_misc.py::MiscTests::test_user_getattribute, test/dynamo/test_misc.py::MiscTests::test_user_property, test/dynamo/test_misc.py::MiscTests::test_usr_cls_classmethod, test/dynamo/test_misc.py::MiscTests::test_usr_cls_staticmethod, test/dynamo/test_misc.py::MiscTests::test_validate_outputs_unbacked, test/dynamo/test_misc.py::MiscTests::test_variable_access_in_exception, test/dynamo/test_misc.py::MiscTests::test_variable_tracker_recursively_contains, test/dynamo/test_misc.py::MiscTests::test_version_ci, test/dynamo/test_misc.py::MiscTests::test_with_builtin_type, test/dynamo/test_misc.py::MiscTests::test_write_to_closures_in_inlining, test/dynamo/test_misc.py::MiscTests::test_yield_from, test/dynamo/test_misc.py::MiscTests::test_yield_from_in_a_loop, test/dynamo/test_misc.py::MiscTests::test_yield_from_user_stop_iteration, test/dynamo/test_misc.py::MiscTests::test_yield_gen_and_from, test/dynamo/test_misc.py::MiscTests::test_yield_send_to_subgenerator_graph_break, test/dynamo/test_misc.py::TestTracer::test_jit_save
2024-07-12T17:17:43.1806763Z 
2024-07-12T17:17:46.0941333Z Running test_cuda_multigpu 1/1 ... [2024-07-12 17:17:46.093568]
2024-07-12T17:17:46.0944420Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_cuda_multigpu.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-07-12 17:17:46.093940]
2024-07-12T17:17:49.5177626Z 
2024-07-12T17:17:49.5179661Z test_cuda_multigpu 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_cuda_multigpu_1.1_b41e2352bdb245d3_.log
2024-07-12T17:17:49.5208905Z Running 60 items in this shard: test/test_cuda_multigpu.py::TestCudaMultiGPU::test_autogpu, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_caching_pinned_memory_multi_gpu, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_cat_autogpu, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_copy_device, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_copy_streams, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_cuda_device_memory_allocated, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_cuda_init_race, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_cuda_memory_leak_detection, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_cuda_set_device, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_cuda_synchronize, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_current_stream, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_default_stream, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_events_multi_gpu_elapsed_time, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_events_multi_gpu_query, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_events_wait, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_external_streams, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_external_streams_multi_device, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_get_set_rng_state_all, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_grad_scaling_device_as_key, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_grad_scaling_multigpu, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_grad_scaling_scale, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_load_nonexistent_device, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_mem_get_info, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_memory_stats_multigpu, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_multigpu_serialization_remap, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_multigpu_serialization_remap_dict, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_multigpu_storage_clone, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_new, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_rng_state_offset, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_stream_context, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_stream_event_device, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_stream_event_nogil, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_streaming_backwards_device_transfer, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_streams_multi_gpu, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_streams_multi_gpu_eq, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_streams_multi_gpu_query, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_streams_priority, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_tensor_device, test/test_cuda_multigpu.py::TestCudaComm::test_broadcast_coalesced, test/test_cuda_multigpu.py::TestCudaComm::test_broadcast_coalesced_dense_only, test/test_cuda_multigpu.py::TestCudaComm::test_broadcast_coalesced_empty_tensors, test/test_cuda_multigpu.py::TestCudaComm::test_broadcast_cpu, test/test_cuda_multigpu.py::TestCudaComm::test_broadcast_gpu, test/test_cuda_multigpu.py::TestCudaComm::test_gather, test/test_cuda_multigpu.py::TestCudaComm::test_gather_dim, test/test_cuda_multigpu.py::TestCudaComm::test_gather_namedtuple, test/test_cuda_multigpu.py::TestCudaComm::test_gather_neg_dim, test/test_cuda_multigpu.py::TestCudaComm::test_memory_format_scatter_gather, test/test_cuda_multigpu.py::TestCudaComm::test_reduce_add, test/test_cuda_multigpu.py::TestCudaComm::test_reduce_add_coalesced, test/test_cuda_multigpu.py::TestCudaComm::test_reduce_add_coalesced_dense_only, test/test_cuda_multigpu.py::TestCudaComm::test_scatter_cpu, test/test_cuda_multigpu.py::TestCudaComm::test_scatter_cpu_dim, test/test_cuda_multigpu.py::TestCudaComm::test_scatter_cpu_neg_dim, test/test_cuda_multigpu.py::TestCudaComm::test_scatter_cpu_sizes, test/test_cuda_multigpu.py::TestCudaComm::test_scatter_gpu, test/test_cuda_multigpu.py::TestCudaComm::test_scatter_gpu_dim, test/test_cuda_multigpu.py::TestCudaComm::test_scatter_gpu_neg_dim, test/test_cuda_multigpu.py::TestCudaComm::test_scatter_gpu_sizes, test/test_cuda_multigpu.py::TestCudaComm::test_scatter_namedtuple
2024-07-12T17:17:49.5236654Z 
2024-07-12T17:17:52.4571178Z Running profiler/test_profiler_tree 1/1 ... [2024-07-12 17:17:52.456537]
2024-07-12T17:17:52.4573700Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'profiler/test_profiler_tree.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-07-12 17:17:52.456879]
2024-07-12T17:17:55.8280465Z 
2024-07-12T17:17:55.8282735Z profiler/test_profiler_tree 1/1 was successful, full logs can be found in artifacts with path test/test-reports/profiler.test_profiler_tree_1.1_11dd9d5caf6573a0_.log
2024-07-12T17:17:55.8288828Z Running 10 items in this shard: test/profiler/test_profiler_tree.py::TestProfilerTree::test_profiler_experimental_tree, test/profiler/test_profiler_tree.py::TestProfilerTree::test_profiler_experimental_tree_cuda, test/profiler/test_profiler_tree.py::TestProfilerTree::test_profiler_experimental_tree_cuda_detailed, test/profiler/test_profiler_tree.py::TestProfilerTree::test_profiler_experimental_tree_cuda_with_stream, test/profiler/test_profiler_tree.py::TestProfilerTree::test_profiler_experimental_tree_with_memory, test/profiler/test_profiler_tree.py::TestProfilerTree::test_profiler_experimental_tree_with_memory_and_stack, test/profiler/test_profiler_tree.py::TestProfilerTree::test_profiler_experimental_tree_with_record_function, test/profiler/test_profiler_tree.py::TestProfilerTree::test_profiler_experimental_tree_with_stack_and_modules, test/profiler/test_profiler_tree.py::TestProfilerTree::test_profiler_experimental_tree_with_stack_and_torch_dispatch, test/profiler/test_profiler_tree.py::TestProfilerTree::test_profiler_experimental_tree_with_stack_and_torch_function
2024-07-12T17:17:55.8294444Z 
2024-07-12T17:17:58.7702129Z Running test_dynamic_shapes 1/1 ... [2024-07-12 17:17:58.769620]
2024-07-12T17:17:58.7705356Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_dynamic_shapes.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-07-12 17:17:58.770006]
2024-07-12T17:18:02.6087098Z 
2024-07-12T17:18:02.6088638Z test_ops_jit 2/2 was successful, full logs can be found in artifacts with path test/test-reports/test_ops_jit_2.2_f8117a45a579ccaf_.log
2024-07-12T17:18:02.6363202Z Running 584 items in this shard: test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_acos_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_asinh_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_atan_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_atanh_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_div_floor_rounding_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_erf_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_erfc_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_exp2_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_expm1_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_ge_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_gt_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_igammac_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_linalg_det_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_linalg_inv_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_log_softmax_with_dtype_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_logit_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_logsumexp_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_lt_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_mH_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_matrix_exp_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_max_binary_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_mvlgamma_mvlgamma_p_3_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_neg_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_nn_functional_conv2d_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_nn_functional_conv3d_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_outer_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_round_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_round_decimals_0_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_round_decimals_neg_3_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_transpose_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_trunc_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_H_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_T_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_T_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit___getitem___cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit___radd___cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit___radd___cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit___rdiv___cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit___rmod___cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit___rmul___cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit___rmul___cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit___rsub___cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit___rsub___cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit__batch_norm_with_update_cuda_float32, 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test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_where_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_zeros_cuda_complex64
2024-07-12T17:18:02.6592914Z 
2024-07-12T17:18:05.5388838Z Running functorch/test_vmap 1/1 ... [2024-07-12 17:18:05.538225]
2024-07-12T17:18:05.5391771Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'functorch/test_vmap.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-07-12 17:18:05.538618]
2024-07-12T17:18:06.6520889Z 
2024-07-12T17:18:06.6522828Z test_dynamic_shapes 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_dynamic_shapes_1.1_75fb17ea071f84c2_.log
2024-07-12T17:18:06.6648897Z Running 274 items in this shard: test/test_dynamic_shapes.py::TestPySymInt::test_arith_ops, test/test_dynamic_shapes.py::TestPySymInt::test_aten_ops, test/test_dynamic_shapes.py::TestPySymInt::test_avoid_unbacked_substitution, test/test_dynamic_shapes.py::TestPySymInt::test_binary, test/test_dynamic_shapes.py::TestPySymInt::test_data_dependent_guard, test/test_dynamic_shapes.py::TestPySymInt::test_data_dependent_guard_propagate_real_tensors, test/test_dynamic_shapes.py::TestPySymInt::test_debug_has_internal_overlap_unbacked, test/test_dynamic_shapes.py::TestPySymInt::test_deepcopy, test/test_dynamic_shapes.py::TestPySymInt::test_duck_shape, test/test_dynamic_shapes.py::TestPySymInt::test_ephemeral_source_simplification, test/test_dynamic_shapes.py::TestPySymInt::test_ephemeral_source_unified_with_non_ephemeral_source, test/test_dynamic_shapes.py::TestPySymInt::test_expect_true_basic, test/test_dynamic_shapes.py::TestPySymInt::test_expect_true_double_digits, test/test_dynamic_shapes.py::TestPySymInt::test_expect_true_prefer_later, test/test_dynamic_shapes.py::TestPySymInt::test_expect_true_refine_range, test/test_dynamic_shapes.py::TestPySymInt::test_expect_true_with_s0, test/test_dynamic_shapes.py::TestPySymInt::test_floordiv_static, test/test_dynamic_shapes.py::TestPySymInt::test_fx_trace_intlist, test/test_dynamic_shapes.py::TestPySymInt::test_guard_int, test/test_dynamic_shapes.py::TestPySymInt::test_guard_refine_range, test/test_dynamic_shapes.py::TestPySymInt::test_int_bool, test/test_dynamic_shapes.py::TestPySymInt::test_int_conversion, test/test_dynamic_shapes.py::TestPySymInt::test_int_to_float, test/test_dynamic_shapes.py::TestPySymInt::test_meta_symint, test/test_dynamic_shapes.py::TestPySymInt::test_non_overlapping_and_dense, test/test_dynamic_shapes.py::TestPySymInt::test_non_overlapping_and_dense_unbacked, test/test_dynamic_shapes.py::TestPySymInt::test_numel, test/test_dynamic_shapes.py::TestPySymInt::test_numpy_sym_max, test/test_dynamic_shapes.py::TestPySymInt::test_numpy_sym_min, test/test_dynamic_shapes.py::TestPySymInt::test_prefer_deferred_runtime_assertions_over_guards, test/test_dynamic_shapes.py::TestPySymInt::test_print_readable_with_symints, test/test_dynamic_shapes.py::TestPySymInt::test_reverse_arith_ops, test/test_dynamic_shapes.py::TestPySymInt::test_roundtrip, test/test_dynamic_shapes.py::TestPySymInt::test_size_expressions, test/test_dynamic_shapes.py::TestPySymInt::test_specialize_zero_one, test/test_dynamic_shapes.py::TestPySymInt::test_statically_known_true, test/test_dynamic_shapes.py::TestPySymInt::test_stride, test/test_dynamic_shapes.py::TestPySymInt::test_sym_ceil, test/test_dynamic_shapes.py::TestPySymInt::test_sym_floor, test/test_dynamic_shapes.py::TestPySymInt::test_sym_int, test/test_dynamic_shapes.py::TestPySymInt::test_sym_ite, test/test_dynamic_shapes.py::TestPySymInt::test_sym_sqrt, test/test_dynamic_shapes.py::TestPySymInt::test_sym_trunc, test/test_dynamic_shapes.py::TestPySymInt::test_symint_args, test/test_dynamic_shapes.py::TestPySymInt::test_symint_as_scalar, test/test_dynamic_shapes.py::TestPySymInt::test_symint_vargs, test/test_dynamic_shapes.py::TestPySymInt::test_sympify_symint, test/test_dynamic_shapes.py::TestPySymInt::test_tracing_sym_ite, test/test_dynamic_shapes.py::TestPySymInt::test_unbacked_substitution, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_abs, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_add, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_and, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_ceil, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_eq, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_float_pow, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_float_truediv, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_floor, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_ge, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_gt, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_int_floordiv, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_int_truediv, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_is_integer, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_le, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_lshift, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_lt, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_mod, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_mul, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_ne, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_neg, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_or, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_pos, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_pow_by_natural, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_round, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_rshift, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_sub, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_sym_acos, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_sym_asin, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_sym_atan, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_sym_cos, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_sym_cosh, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_sym_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_sym_ite, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_sym_max, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_sym_min, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_sym_not, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_sym_sin, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_sym_sinh, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_sym_sqrt, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_sym_tan, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_sym_tanh, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_trunc, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_abs_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_abs_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_abs_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_abs_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_add_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_add_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_add_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_add_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_and_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_and_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_and_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_and_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_ceil_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_ceil_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_ceil_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_ceil_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_eq_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_eq_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_eq_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_eq_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_float_pow_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_float_pow_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_float_pow_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_float_pow_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_float_truediv_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_float_truediv_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_float_truediv_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_float_truediv_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_floor_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_floor_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_floor_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_floor_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_ge_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_ge_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_ge_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_ge_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_gt_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_gt_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_gt_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_gt_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_int_floordiv_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_int_floordiv_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_int_floordiv_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_int_floordiv_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_int_truediv_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_int_truediv_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_int_truediv_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_int_truediv_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_is_integer_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_is_integer_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_is_integer_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_is_integer_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_le_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_le_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_le_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_le_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_lshift_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_lshift_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_lshift_first_type_int_second_type_float, 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test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_mul_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_mul_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_mul_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_mul_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_ne_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_ne_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_ne_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_ne_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_neg_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_neg_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_neg_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_neg_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_or_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_or_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_or_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_or_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_pos_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_pos_first_type_float_second_type_int, 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test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_float_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_ite_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_ite_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_ite_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_ite_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_max_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_max_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_max_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_max_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_min_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_min_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_min_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_min_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_not_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_not_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_not_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_not_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_sin_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_sin_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_sin_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_sin_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_sinh_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_sinh_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_sinh_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_sinh_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_sqrt_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_sqrt_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_sqrt_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_sqrt_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_tan_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_tan_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_tan_first_type_int_second_type_float, 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test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_trunc_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_non_symbolic_symnode, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_symint_deepcopy, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_symint_hashing, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_symnode_hashing, test/test_dynamic_shapes.py::TestFloorDiv::test_floordiv_assumptions, test/test_dynamic_shapes.py::TestFloorDiv::test_floordiv_div_by_one, test/test_dynamic_shapes.py::TestFloorDiv::test_floordiv_float_int, test/test_dynamic_shapes.py::TestFloorDiv::test_floordiv_simplify, test/test_dynamic_shapes.py::TestDimConstraints::test_dim_constraints_reduce_congruences_simple, test/test_dynamic_shapes.py::TestDimConstraints::test_dim_constraints_reduce_inequalities_error, test/test_dynamic_shapes.py::TestDimConstraints::test_dim_constraints_reduce_inequalities_simple, test/test_dynamic_shapes.py::TestDimConstraints::test_dim_constraints_solve_full, test/test_dynamic_shapes.py::TestGuardsExpressions::test_guards_float_div, test/test_dynamic_shapes.py::TestGuardsExpressions::test_guards_float_print, test/test_dynamic_shapes.py::TestGuardsExpressions::test_guards_gt_lt
2024-07-12T17:18:06.6770642Z 
2024-07-12T17:18:08.4625266Z 
2024-07-12T17:18:08.4626512Z test_modules 2/2 was successful, full logs can be found in artifacts with path test/test-reports/test_modules_2.2_3380d04c6765a3c7_.log
2024-07-12T17:18:08.5374524Z Running 1809 items in this shard: test/test_modules.py::TestModuleCUDA::test_check_inplace_nn_CELU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_check_inplace_nn_ELU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_check_inplace_nn_ELU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_check_inplace_nn_Hardswish_cuda_float32, test/test_modules.py::TestModuleCUDA::test_check_inplace_nn_Hardswish_cuda_float64, test/test_modules.py::TestModuleCUDA::test_check_inplace_nn_Hardtanh_cuda_float32, test/test_modules.py::TestModuleCUDA::test_check_inplace_nn_Hardtanh_cuda_float64, test/test_modules.py::TestModuleCUDA::test_check_inplace_nn_LeakyReLU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_check_inplace_nn_LeakyReLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_check_inplace_nn_Mish_cuda_float32, test/test_modules.py::TestModuleCUDA::test_check_inplace_nn_ReLU6_cuda_float64, test/test_modules.py::TestModuleCUDA::test_check_inplace_nn_ReLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_check_inplace_nn_Threshold_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_AdaptiveAvgPool1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_AdaptiveAvgPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_AdaptiveAvgPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_AdaptiveAvgPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_AdaptiveAvgPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_AvgPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_BCELoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_BCEWithLogitsLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_BatchNorm1d_eval_mode_cuda_float32, 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test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_TransformerEncoderLayer_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_TransformerEncoder_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_TransformerEncoder_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_Transformer_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_Transformer_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_ZeroPad2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_ZeroPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_ZeroPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_AdaptiveAvgPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_AdaptiveAvgPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_AdaptiveAvgPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_AdaptiveMaxPool1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_AdaptiveMaxPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_AdaptiveMaxPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_AdaptiveMaxPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_AvgPool1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_AvgPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_AvgPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_AvgPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_AvgPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_AvgPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_BCEWithLogitsLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_BCEWithLogitsLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_BatchNorm1d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_BatchNorm2d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_BatchNorm2d_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_BatchNorm2d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_BatchNorm3d_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_Bilinear_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_CELU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_CTCLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_CircularPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_ConstantPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_ConstantPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_Conv1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_Conv1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_Conv2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_Conv2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_ConvTranspose1d_cuda_complex32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_ConvTranspose1d_cuda_complex64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_ConvTranspose1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_ConvTranspose1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_ConvTranspose2d_cuda_complex128, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_ConvTranspose2d_cuda_complex32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_ConvTranspose2d_cuda_complex64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_ConvTranspose3d_cuda_complex128, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_ConvTranspose3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_CosineEmbeddingLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_CosineEmbeddingLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_CrossEntropyLoss_cuda_float16, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_CrossEntropyLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_ELU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_FractionalMaxPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_FractionalMaxPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_GELU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_GELU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_GLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_GRUCell_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_GRU_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_GaussianNLLLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_GroupNorm_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_Hardshrink_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_Hardshrink_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_Hardswish_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_Hardtanh_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_HingeEmbeddingLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_HuberLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_InstanceNorm1d_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_InstanceNorm2d_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_InstanceNorm2d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_InstanceNorm3d_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_InstanceNorm3d_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_L1Loss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_LPPool1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_LPPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_LPPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_LPPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_LPPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_LSTMCell_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_LSTM_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_LSTM_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_LayerNorm_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_LazyConv1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_LazyConv2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_LazyConv2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_LazyConv3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_LazyConv3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_LazyConvTranspose3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_LazyConvTranspose3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_LeakyReLU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_LeakyReLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_Linear_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_LocalResponseNorm_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_LogSigmoid_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_LogSoftmax_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_MarginRankingLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_MaxPool1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_MaxPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_MaxPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_Mish_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_Mish_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_MultiLabelSoftMarginLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_MultiMarginLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_MultiMarginLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_MultiheadAttention_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_NLLLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_RMSNorm_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_RNNCell_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_RNN_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_RNN_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_ReLU6_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_ReLU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_ReflectionPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_ReflectionPad2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_ReflectionPad3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_ReplicationPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_ReplicationPad2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_ReplicationPad3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_ReplicationPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_SELU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_SiLU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_Sigmoid_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_SoftMarginLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_Softmax2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_Softmax_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_Softmin_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_Softplus_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_Tanhshrink_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_Threshold_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_Threshold_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_TransformerDecoderLayer_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_TransformerEncoderLayer_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_TransformerEncoder_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_ZeroPad1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_ZeroPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_ZeroPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_ZeroPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_errors_nn_CircularPad2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_errors_nn_CircularPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_errors_nn_CircularPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_errors_nn_GRUCell_cuda_float32, test/test_modules.py::TestModuleCUDA::test_errors_nn_GRU_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_errors_nn_GRU_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_errors_nn_GRU_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_errors_nn_LSTM_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_errors_nn_LSTM_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_errors_nn_RNN_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_errors_nn_RNN_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_AdaptiveAvgPool1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_AdaptiveAvgPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_AdaptiveAvgPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_AdaptiveAvgPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_AdaptiveAvgPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_AdaptiveAvgPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_AdaptiveMaxPool1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_AdaptiveMaxPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_AdaptiveMaxPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_AvgPool1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_AvgPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_AvgPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_AvgPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_BCELoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_BatchNorm1d_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_BatchNorm1d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_BatchNorm1d_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_BatchNorm1d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_BatchNorm2d_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_BatchNorm2d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_BatchNorm3d_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_Bilinear_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_CELU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_CELU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_CTCLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_CTCLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_CircularPad1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_CircularPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_CircularPad2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_CircularPad3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_ConstantPad1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_ConstantPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_ConstantPad2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_ConstantPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_Conv1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_Conv2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_Conv3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_Conv3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_ConvTranspose1d_cuda_complex128, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_ConvTranspose1d_cuda_complex32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_ConvTranspose1d_cuda_complex64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_ConvTranspose1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_ConvTranspose1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_ConvTranspose2d_cuda_complex128, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_ConvTranspose2d_cuda_complex32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_ConvTranspose2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_ConvTranspose2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_ConvTranspose3d_cuda_complex128, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_ConvTranspose3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_ConvTranspose3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_CosineEmbeddingLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_CosineEmbeddingLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_CrossEntropyLoss_cuda_float16, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_CrossEntropyLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_ELU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_FractionalMaxPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_GELU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_GRU_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_GRU_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_GRU_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_GroupNorm_cuda_bfloat16, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_GroupNorm_cuda_float16, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_GroupNorm_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_Hardswish_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_Hardtanh_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_Hardtanh_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_HingeEmbeddingLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_HuberLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_InstanceNorm1d_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_InstanceNorm1d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_InstanceNorm2d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_InstanceNorm2d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_InstanceNorm3d_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_InstanceNorm3d_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_InstanceNorm3d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_KLDivLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_L1Loss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_LPPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_LPPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_LPPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_LPPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_LSTM_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_LSTM_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_LayerNorm_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_LayerNorm_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_LazyConv1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_LazyConv1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_LazyConv2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_LazyConv3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_LazyConvTranspose1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_LazyConvTranspose2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_LeakyReLU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_LeakyReLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_Linear_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_LogSigmoid_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_LogSoftmax_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_MarginRankingLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_MaxPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_MaxPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_MaxPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_MaxPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_Mish_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_MultiLabelMarginLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_MultiLabelSoftMarginLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_MultiLabelSoftMarginLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_MultiMarginLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_MultiMarginLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_MultiheadAttention_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_MultiheadAttention_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_PReLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_PoissonNLLLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_RNNCell_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_RNN_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_RNN_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_ReLU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_ReLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_ReflectionPad1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_ReflectionPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_ReplicationPad1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_ReplicationPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_SELU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_SiLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_Sigmoid_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_Sigmoid_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_SmoothL1Loss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_SmoothL1Loss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_SoftMarginLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_Softmax2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_Softmax_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_Softsign_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_Tanhshrink_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_TransformerEncoderLayer_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_TransformerEncoderLayer_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_TransformerEncoder_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_ZeroPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_ZeroPad2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_ZeroPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_ZeroPad3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_AdaptiveAvgPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_AdaptiveAvgPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_AdaptiveAvgPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_AdaptiveMaxPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_AdaptiveMaxPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_AvgPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_BCELoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_BatchNorm1d_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_BatchNorm1d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_BatchNorm2d_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_BatchNorm2d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_BatchNorm3d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_Bilinear_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_CTCLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_CircularPad1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_CircularPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_CircularPad2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_CircularPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_CircularPad3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_ConstantPad2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_ConstantPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_ConstantPad3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_ConstantPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_Conv1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_Conv2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_Conv3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_ConvTranspose1d_cuda_complex128, test/test_modules.py::TestModuleCUDA::test_forward_nn_ConvTranspose1d_cuda_complex32, test/test_modules.py::TestModuleCUDA::test_forward_nn_ConvTranspose1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_ConvTranspose2d_cuda_complex128, test/test_modules.py::TestModuleCUDA::test_forward_nn_ConvTranspose3d_cuda_complex64, test/test_modules.py::TestModuleCUDA::test_forward_nn_ConvTranspose3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_CosineEmbeddingLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_CosineEmbeddingLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_ELU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_Embedding_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_Embedding_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_FractionalMaxPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_FractionalMaxPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_FractionalMaxPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_GELU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_GELU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_GLU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_GRUCell_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_GRU_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_GRU_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_GRU_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_GaussianNLLLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_GaussianNLLLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_GroupNorm_cuda_float16, test/test_modules.py::TestModuleCUDA::test_forward_nn_GroupNorm_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_Hardswish_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_HingeEmbeddingLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_HingeEmbeddingLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_InstanceNorm1d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_InstanceNorm1d_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_InstanceNorm1d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_InstanceNorm2d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_InstanceNorm2d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_InstanceNorm3d_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_InstanceNorm3d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_KLDivLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_KLDivLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_L1Loss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_LPPool1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_LPPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_LPPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_LSTMCell_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_LSTMCell_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_LSTM_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_LSTM_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_LSTM_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_LayerNorm_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_LazyConv1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_LazyConv2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_LazyConv3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_LazyConvTranspose1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_LazyConvTranspose2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_LazyConvTranspose2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_LeakyReLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_Linear_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_Linear_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_LocalResponseNorm_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_LogSigmoid_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_LogSigmoid_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_MSELoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_MSELoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_MarginRankingLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_MaxPool1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_MaxPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_Mish_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_Mish_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_MultiLabelMarginLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_MultiLabelMarginLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_MultiLabelSoftMarginLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_MultiMarginLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_MultiMarginLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_MultiheadAttention_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_MultiheadAttention_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_NLLLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_PReLU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_PoissonNLLLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_PoissonNLLLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_ReLU6_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_ReLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_ReflectionPad1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_ReflectionPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_ReflectionPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_ReflectionPad3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_ReflectionPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_ReplicationPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_ReplicationPad2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_ReplicationPad3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_ReplicationPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_Sigmoid_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_SmoothL1Loss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_Softmax2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_Softmax_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_Softplus_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_Softplus_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_Softshrink_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_Softsign_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_Tanhshrink_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_Tanhshrink_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_Threshold_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_Threshold_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_TransformerDecoderLayer_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_TransformerEncoderLayer_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_TransformerEncoderLayer_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_TransformerEncoderLayer_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_TransformerEncoderLayer_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_TransformerEncoder_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_TransformerEncoder_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_Transformer_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_Transformer_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_ZeroPad1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_ZeroPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_ZeroPad2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_ZeroPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_ZeroPad3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_grad_nn_AdaptiveAvgPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_AdaptiveMaxPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_AvgPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_BCELoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_BCEWithLogitsLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_BatchNorm1d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_BatchNorm1d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_BatchNorm2d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_BatchNorm2d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_BatchNorm3d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_BatchNorm3d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_CELU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_CTCLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_CircularPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_CircularPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_ConstantPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_Conv2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_ConvTranspose1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_Embedding_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_FractionalMaxPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_FractionalMaxPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_GELU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_GRUCell_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_GRU_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_GroupNorm_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_InstanceNorm2d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_InstanceNorm3d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_KLDivLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_L1Loss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_LPPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_LPPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_LPPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_LSTM_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_LayerNorm_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_LazyConv1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_LazyConv3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_LazyConvTranspose2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_LogSoftmax_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_MaxPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_MaxPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_Mish_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_MultiMarginLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_MultiheadAttention_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_PReLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_RNNCell_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_RNN_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_ReLU6_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_ReplicationPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_Sigmoid_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_SmoothL1Loss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_SoftMarginLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_Softmax_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_Softplus_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_Tanh_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_Tanhshrink_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_TransformerEncoder_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_TransformerEncoder_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_Transformer_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_ZeroPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_ZeroPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_ZeroPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_AdaptiveAvgPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_AdaptiveAvgPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_AdaptiveMaxPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_AvgPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_BCELoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_BCEWithLogitsLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_BatchNorm1d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_BatchNorm2d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_CircularPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_CircularPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_ConstantPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_ConvTranspose2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_CosineEmbeddingLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_ELU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_Embedding_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_FractionalMaxPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_FractionalMaxPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_GaussianNLLLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_Hardshrink_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_HingeEmbeddingLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_InstanceNorm2d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_InstanceNorm2d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_KLDivLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_LPPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_LPPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_LSTM_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_LayerNorm_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_LazyConv1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_LazyConv2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_LazyConv3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_Linear_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_LogSoftmax_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_MSELoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_MultiLabelSoftMarginLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_MultiheadAttention_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_MultiheadAttention_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_RNN_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_RNN_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_ReLU6_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_ReLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_ReplicationPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_SELU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_Sigmoid_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_SmoothL1Loss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_Softmax_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_Softmin_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_Softsign_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_Tanh_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_TransformerDecoderLayer_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_TransformerEncoderLayer_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_AdaptiveAvgPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_AdaptiveAvgPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_AdaptiveMaxPool1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_AdaptiveMaxPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_AvgPool1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_AvgPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_BCELoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_BCEWithLogitsLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_BatchNorm1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_BatchNorm2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_BatchNorm3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_Bilinear_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_CircularPad1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_CircularPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_CircularPad3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_CircularPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_ConstantPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_ConstantPad3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_ConstantPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_Conv1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_Conv2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_Conv3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_ConvTranspose1d_cuda_complex128, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_ConvTranspose1d_cuda_complex32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_ConvTranspose1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_ConvTranspose2d_cuda_complex32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_ConvTranspose2d_cuda_complex64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_ConvTranspose3d_cuda_complex64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_ConvTranspose3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_CosineEmbeddingLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_ELU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_Embedding_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_GELU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_GELU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_GLU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_GRUCell_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_GRU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_GRU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_GaussianNLLLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_GaussianNLLLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_GroupNorm_cuda_bfloat16, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_GroupNorm_cuda_float16, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_GroupNorm_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_HingeEmbeddingLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_HingeEmbeddingLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_HuberLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_InstanceNorm1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_InstanceNorm1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_InstanceNorm2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_InstanceNorm3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_L1Loss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_L1Loss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_LPPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_LPPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_LPPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_LSTMCell_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_LSTM_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_LazyConv3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_LazyConv3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_LazyConvTranspose1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_LazyConvTranspose2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_LazyConvTranspose3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_LazyConvTranspose3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_Linear_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_LogSoftmax_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_MarginRankingLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_MaxPool1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_MaxPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_Mish_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_MultiLabelMarginLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_MultiLabelMarginLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_MultiLabelSoftMarginLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_MultiMarginLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_MultiMarginLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_MultiheadAttention_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_NLLLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_PoissonNLLLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_RMSNorm_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_RNNCell_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_RNN_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_RNN_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_ReLU6_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_ReLU6_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_ReLU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_ReflectionPad1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_ReflectionPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_ReplicationPad1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_ReplicationPad2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_ReplicationPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_ReplicationPad3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_SiLU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_Sigmoid_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_Sigmoid_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_SmoothL1Loss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_SoftMarginLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_Softmax2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_Softmax_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_Softmax_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_Softplus_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_Softplus_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_Softshrink_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_Softsign_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_Softsign_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_Tanh_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_Tanh_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_Threshold_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_TransformerEncoderLayer_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_TransformerEncoderLayer_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_TransformerEncoder_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_ZeroPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_ZeroPad2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_ZeroPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_ZeroPad3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_ZeroPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_AdaptiveAvgPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_AdaptiveAvgPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_AdaptiveAvgPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_AdaptiveMaxPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_AdaptiveMaxPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_AdaptiveMaxPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_AdaptiveMaxPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_AvgPool1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_AvgPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_AvgPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_AvgPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_BCELoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_BCELoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_BatchNorm2d_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_BatchNorm2d_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_BatchNorm3d_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_BatchNorm3d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_BatchNorm3d_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_BatchNorm3d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_Bilinear_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_CELU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_CELU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_CTCLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_CTCLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_CircularPad1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_CircularPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_CircularPad2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_CircularPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_CircularPad3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_ConstantPad1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_ConstantPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_ConstantPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_ConstantPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_Conv1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_Conv2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_Conv2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_Conv3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_ConvTranspose1d_cuda_complex128, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_ConvTranspose1d_cuda_complex32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_ConvTranspose1d_cuda_complex64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_ConvTranspose2d_cuda_complex32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_ConvTranspose2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_ConvTranspose2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_ConvTranspose3d_cuda_complex128, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_ConvTranspose3d_cuda_complex64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_ConvTranspose3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_ELU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_FractionalMaxPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_FractionalMaxPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_FractionalMaxPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_GELU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_GELU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_GRUCell_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_GRUCell_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_GRU_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_GroupNorm_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_Hardshrink_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_Hardswish_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_Hardswish_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_Hardtanh_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_Hardtanh_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_HingeEmbeddingLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_HuberLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_HuberLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_InstanceNorm1d_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_InstanceNorm1d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_InstanceNorm2d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_InstanceNorm2d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_InstanceNorm3d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_InstanceNorm3d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_KLDivLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_L1Loss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_LPPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_LPPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_LPPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_LSTM_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_LazyConv1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_LazyConv2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_LazyConv2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_LazyConvTranspose2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_LazyConvTranspose3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_LazyConvTranspose3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_LeakyReLU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_LeakyReLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_LocalResponseNorm_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_LogSigmoid_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_LogSigmoid_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_LogSoftmax_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_MSELoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_MarginRankingLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_MaxPool1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_MaxPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_MaxPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_MaxPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_MaxPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_Mish_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_Mish_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_MultiLabelMarginLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_MultiMarginLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_MultiMarginLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_MultiheadAttention_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_MultiheadAttention_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_MultiheadAttention_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_NLLLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_PReLU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_PReLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_PoissonNLLLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_RMSNorm_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_RNNCell_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_RNN_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_ReLU6_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_ReLU6_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_ReflectionPad3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_ReplicationPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_ReplicationPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_ReplicationPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_SELU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_SiLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_SoftMarginLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_SoftMarginLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_Softmin_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_Softmin_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_Softplus_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_Softshrink_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_Softshrink_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_Tanh_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_Tanhshrink_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_TransformerDecoderLayer_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_TransformerEncoderLayer_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_TransformerEncoderLayer_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_TransformerEncoderLayer_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_TransformerEncoder_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_Transformer_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_Transformer_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_ZeroPad1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_ZeroPad3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_AdaptiveAvgPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_AdaptiveAvgPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_AdaptiveAvgPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_AdaptiveMaxPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_AdaptiveMaxPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_AdaptiveMaxPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_AdaptiveMaxPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_AdaptiveMaxPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_AvgPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_AvgPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_BCEWithLogitsLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_BatchNorm1d_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_BatchNorm1d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_BatchNorm1d_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_BatchNorm1d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_BatchNorm2d_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_BatchNorm2d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_BatchNorm3d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_BatchNorm3d_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_Bilinear_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_CELU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_CTCLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_CircularPad2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_CircularPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_ConstantPad1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_ConstantPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_Conv1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_Conv1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_Conv3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_ConvTranspose1d_cuda_complex128, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_ConvTranspose1d_cuda_complex64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_ConvTranspose1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_ConvTranspose1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_ConvTranspose2d_cuda_complex64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_ConvTranspose2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_ConvTranspose3d_cuda_complex128, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_ConvTranspose3d_cuda_complex64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_CosineEmbeddingLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_CrossEntropyLoss_cuda_float16, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_ELU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_Embedding_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_Embedding_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_GLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_GRUCell_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_GRUCell_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_GRU_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_GroupNorm_cuda_bfloat16, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_GroupNorm_cuda_float16, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_GroupNorm_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_GroupNorm_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_Hardshrink_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_Hardtanh_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_HuberLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_HuberLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_InstanceNorm1d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_InstanceNorm2d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_InstanceNorm3d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_InstanceNorm3d_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_InstanceNorm3d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_KLDivLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_L1Loss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_LPPool1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_LPPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_LSTMCell_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_LSTM_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_LSTM_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_LayerNorm_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_LazyConv1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_LazyConv2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_LazyConv3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_LazyConv3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_LazyConvTranspose1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_LazyConvTranspose2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_LazyConvTranspose2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_LazyConvTranspose3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_LeakyReLU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_Linear_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_LocalResponseNorm_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_LocalResponseNorm_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_LogSigmoid_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_LogSigmoid_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_LogSoftmax_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_MSELoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_MarginRankingLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_MaxPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_Mish_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_MultiLabelMarginLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_MultiLabelMarginLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_MultiLabelSoftMarginLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_MultiLabelSoftMarginLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_MultiMarginLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_MultiheadAttention_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_MultiheadAttention_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_MultiheadAttention_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_MultiheadAttention_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_PReLU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_RMSNorm_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_RNNCell_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_RNN_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_ReLU6_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_ReLU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_ReflectionPad1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_ReflectionPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_ReflectionPad2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_ReflectionPad3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_ReflectionPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_ReplicationPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_ReplicationPad2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_SELU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_SiLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_SoftMarginLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_SoftMarginLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_Softmax2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_Softmax2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_Softmax_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_Softmax_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_Softplus_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_Softshrink_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_Softsign_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_Tanhshrink_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_Threshold_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_TransformerDecoderLayer_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_TransformerEncoderLayer_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_TransformerEncoder_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_TransformerEncoder_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_ZeroPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_ZeroPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_AdaptiveAvgPool1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_AdaptiveAvgPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_AdaptiveAvgPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_AdaptiveAvgPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_AdaptiveMaxPool1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_AdaptiveMaxPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_AdaptiveMaxPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_AdaptiveMaxPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_AdaptiveMaxPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_AvgPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_AvgPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_AvgPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_BCELoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_BCEWithLogitsLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_BCEWithLogitsLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_BatchNorm1d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_BatchNorm2d_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_BatchNorm2d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_BatchNorm3d_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_CELU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_CELU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_CTCLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_CircularPad2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_CircularPad3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_CircularPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_ConstantPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_ConstantPad2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_Conv1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_Conv2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_Conv2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_Conv3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_ConvTranspose1d_cuda_complex128, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_ConvTranspose1d_cuda_complex32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_ConvTranspose1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_ConvTranspose1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_ConvTranspose2d_cuda_complex128, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_ConvTranspose2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_ConvTranspose3d_cuda_complex128, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_ConvTranspose3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_ConvTranspose3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_CosineEmbeddingLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_CosineEmbeddingLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_CrossEntropyLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_ELU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_ELU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_Embedding_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_FractionalMaxPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_GELU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_GLU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_GLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_GRUCell_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_GRU_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_GRU_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_GRU_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_GRU_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_GaussianNLLLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_GroupNorm_cuda_float16, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_GroupNorm_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_GroupNorm_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_Hardshrink_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_Hardswish_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_Hardswish_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_Hardtanh_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_HingeEmbeddingLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_HingeEmbeddingLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_HuberLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_HuberLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_InstanceNorm1d_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_InstanceNorm1d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_InstanceNorm1d_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_InstanceNorm2d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_InstanceNorm2d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_InstanceNorm3d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_KLDivLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_KLDivLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_L1Loss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_L1Loss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_LPPool1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_LPPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_LazyConv1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_LazyConv1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_LazyConv3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_LazyConvTranspose1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_LazyConvTranspose3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_LeakyReLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_Linear_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_Linear_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_LogSigmoid_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_LogSoftmax_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_MSELoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_MSELoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_MarginRankingLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_MaxPool1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_MaxPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_MaxPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_Mish_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_MultiLabelMarginLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_MultiLabelMarginLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_MultiLabelSoftMarginLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_MultiMarginLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_MultiMarginLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_MultiheadAttention_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_MultiheadAttention_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_MultiheadAttention_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_NLLLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_PoissonNLLLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_RNN_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_ReLU6_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_ReLU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_ReflectionPad1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_ReflectionPad2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_ReflectionPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_ReplicationPad1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_ReplicationPad2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_ReplicationPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_ReplicationPad3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_SELU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_SELU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_SiLU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_Sigmoid_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_SoftMarginLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_Softshrink_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_Softsign_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_Softsign_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_Tanh_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_Tanh_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_Tanhshrink_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_Tanhshrink_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_TransformerDecoderLayer_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_TransformerDecoderLayer_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_TransformerEncoderLayer_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_TransformerEncoderLayer_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_TransformerEncoder_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_TransformerEncoder_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_ZeroPad1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_ZeroPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_ZeroPad2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_AdaptiveAvgPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_AdaptiveAvgPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_AdaptiveMaxPool1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_AdaptiveMaxPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_AdaptiveMaxPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_AdaptiveMaxPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_AvgPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_BCELoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_BatchNorm1d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_BatchNorm1d_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_BatchNorm2d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_BatchNorm2d_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_BatchNorm2d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_BatchNorm3d_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_BatchNorm3d_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_Bilinear_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_CELU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_CELU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_CTCLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_CircularPad2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_CircularPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_ConstantPad1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_ConstantPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_ConstantPad2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_ConstantPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_Conv1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_Conv1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_Conv2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_Conv2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_Conv3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_Conv3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_ConvTranspose1d_cuda_complex128, test/test_modules.py::TestModuleCUDA::test_repr_nn_ConvTranspose1d_cuda_complex64, test/test_modules.py::TestModuleCUDA::test_repr_nn_ConvTranspose1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_ConvTranspose2d_cuda_complex128, test/test_modules.py::TestModuleCUDA::test_repr_nn_ConvTranspose2d_cuda_complex32, test/test_modules.py::TestModuleCUDA::test_repr_nn_ConvTranspose2d_cuda_complex64, test/test_modules.py::TestModuleCUDA::test_repr_nn_ConvTranspose2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_ConvTranspose2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_ConvTranspose3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_CosineEmbeddingLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_CosineEmbeddingLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_CrossEntropyLoss_cuda_float16, test/test_modules.py::TestModuleCUDA::test_repr_nn_CrossEntropyLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_ELU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_Embedding_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_FractionalMaxPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_FractionalMaxPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_FractionalMaxPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_GELU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_GELU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_GLU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_GRUCell_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_GRU_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_GRU_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_GRU_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_GaussianNLLLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_GroupNorm_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_Hardshrink_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_Hardtanh_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_Hardtanh_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_HuberLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_InstanceNorm1d_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_InstanceNorm1d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_InstanceNorm1d_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_InstanceNorm1d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_InstanceNorm2d_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_InstanceNorm2d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_InstanceNorm3d_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_InstanceNorm3d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_InstanceNorm3d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_KLDivLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_KLDivLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_L1Loss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_LPPool1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_LPPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_LSTMCell_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_LSTMCell_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_LSTM_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_LazyConv1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_LazyConv2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_LazyConvTranspose1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_LazyConvTranspose2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_LazyConvTranspose3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_LeakyReLU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_LeakyReLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_Linear_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_LocalResponseNorm_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_LocalResponseNorm_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_MSELoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_MarginRankingLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_MarginRankingLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_MaxPool1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_MaxPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_Mish_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_MultiLabelMarginLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_MultiMarginLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_MultiheadAttention_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_MultiheadAttention_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_NLLLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_NLLLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_PoissonNLLLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_RNNCell_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_RNN_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_RNN_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_RNN_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_RNN_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_ReLU6_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_ReflectionPad2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_ReflectionPad3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_ReplicationPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_ReplicationPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_ReplicationPad3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_SELU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_SELU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_SiLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_Sigmoid_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_Sigmoid_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_Softmax2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_Softmax_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_Softmin_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_Softplus_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_Softsign_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_Tanh_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_Tanh_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_Tanhshrink_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_Tanhshrink_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_Threshold_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_Threshold_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_TransformerDecoderLayer_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_TransformerDecoderLayer_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_TransformerEncoderLayer_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_TransformerEncoder_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_Transformer_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_ZeroPad1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_ZeroPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_ZeroPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_ZeroPad3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_AdaptiveAvgPool1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_AdaptiveAvgPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_AdaptiveAvgPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_AdaptiveMaxPool1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_AdaptiveMaxPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_AdaptiveMaxPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_AdaptiveMaxPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_AvgPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_AvgPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_AvgPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_BCELoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_BCEWithLogitsLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_BCEWithLogitsLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_BatchNorm1d_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_BatchNorm1d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_BatchNorm1d_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_BatchNorm1d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_BatchNorm2d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_BatchNorm2d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_BatchNorm3d_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_Bilinear_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_CTCLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_CTCLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_CircularPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_CircularPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_ConstantPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_ConstantPad2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_ConstantPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_ConstantPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_Conv3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_ConvTranspose1d_cuda_complex32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_ConvTranspose1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_ConvTranspose2d_cuda_complex128, test/test_modules.py::TestModuleCUDA::test_save_load_nn_ConvTranspose2d_cuda_complex64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_ConvTranspose2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_ConvTranspose3d_cuda_complex32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_ConvTranspose3d_cuda_complex64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_ConvTranspose3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_CrossEntropyLoss_cuda_float16, test/test_modules.py::TestModuleCUDA::test_save_load_nn_CrossEntropyLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_ELU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_FractionalMaxPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_FractionalMaxPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_FractionalMaxPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_GELU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_GELU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_GLU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_GRUCell_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_GRU_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_GRU_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_GaussianNLLLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_GroupNorm_cuda_bfloat16, test/test_modules.py::TestModuleCUDA::test_save_load_nn_GroupNorm_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_Hardshrink_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_Hardswish_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_Hardswish_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_Hardtanh_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_HingeEmbeddingLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_HuberLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_HuberLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_InstanceNorm1d_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_InstanceNorm2d_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_InstanceNorm2d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_InstanceNorm3d_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_InstanceNorm3d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_KLDivLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_LPPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_LSTMCell_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_LSTM_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_LSTM_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_LSTM_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_LayerNorm_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_LazyConv1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_LazyConv1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_LazyConv2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_LazyConv2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_LazyConvTranspose2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_LazyConvTranspose3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_Linear_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_Linear_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_LocalResponseNorm_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_LocalResponseNorm_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_LogSigmoid_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_LogSoftmax_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_MSELoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_MarginRankingLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_MaxPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_MaxPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_MaxPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_Mish_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_Mish_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_MultiLabelMarginLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_MultiLabelSoftMarginLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_MultiMarginLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_MultiheadAttention_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_MultiheadAttention_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_NLLLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_PoissonNLLLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_PoissonNLLLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_RMSNorm_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_RNNCell_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_RNN_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_RNN_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_RNN_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_ReLU6_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_ReLU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_ReflectionPad2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_ReflectionPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_ReflectionPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_ReplicationPad2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_ReplicationPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_ReplicationPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_SiLU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_Sigmoid_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_Sigmoid_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_SmoothL1Loss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_Softmax2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_Softmax2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_Softmax_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_Softplus_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_Softplus_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_Softshrink_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_Softsign_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_Tanh_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_Tanhshrink_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_Tanhshrink_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_Threshold_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_Threshold_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_TransformerDecoderLayer_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_TransformerEncoderLayer_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_TransformerEncoder_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_Transformer_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_ZeroPad1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_ZeroPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_ZeroPad2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_AdaptiveAvgPool1d_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_AdaptiveAvgPool2d_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_AdaptiveMaxPool1d_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_AdaptiveMaxPool2d_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_AvgPool1d_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_AvgPool2d_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_AvgPool2d_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_AvgPool3d_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_BCELoss_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_BCELoss_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_BCEWithLogitsLoss_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_BCEWithLogitsLoss_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_BatchNorm1d_train_mode_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_BatchNorm2d_train_mode_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_BatchNorm3d_eval_mode_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_BatchNorm3d_train_mode_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_Bilinear_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_CTCLoss_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_CircularPad1d_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_CircularPad1d_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_CircularPad2d_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_CircularPad3d_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_ConstantPad1d_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_ConstantPad1d_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_ConstantPad2d_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_Conv1d_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_Conv3d_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_Conv3d_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_ConvTranspose1d_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_ConvTranspose3d_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_CosineEmbeddingLoss_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_CrossEntropyLoss_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_ELU_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_Embedding_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_Embedding_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_GRUCell_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_GRU_eval_mode_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_GRU_eval_mode_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_GRU_train_mode_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_GaussianNLLLoss_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_GaussianNLLLoss_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_GroupNorm_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_Hardswish_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_Hardtanh_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_HingeEmbeddingLoss_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_HuberLoss_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_HuberLoss_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_InstanceNorm1d_train_mode_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_InstanceNorm2d_eval_mode_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_InstanceNorm2d_train_mode_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_InstanceNorm2d_train_mode_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_InstanceNorm3d_eval_mode_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_KLDivLoss_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_L1Loss_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_L1Loss_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_LPPool1d_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_LPPool2d_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_LPPool2d_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_LSTMCell_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_LSTM_eval_mode_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_LSTM_train_mode_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_LayerNorm_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_LayerNorm_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_Linear_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_LocalResponseNorm_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_LogSigmoid_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_MarginRankingLoss_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_MaxPool1d_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_MaxPool3d_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_MaxPool3d_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_Mish_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_MultiLabelSoftMarginLoss_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_MultiLabelSoftMarginLoss_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_MultiMarginLoss_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_MultiheadAttention_eval_mode_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_MultiheadAttention_train_mode_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_PReLU_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_PReLU_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_PoissonNLLLoss_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_PoissonNLLLoss_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_RMSNorm_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_RNNCell_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_RNNCell_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_RNN_eval_mode_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_RNN_train_mode_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_ReLU6_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_ReLU6_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_ReLU_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_ReLU_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_ReflectionPad1d_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_ReflectionPad2d_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_ReflectionPad3d_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_ReplicationPad2d_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_SELU_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_SELU_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_SiLU_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_SoftMarginLoss_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_Softmax2d_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_Softmax_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_Softmin_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_Softmin_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_Softplus_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_Softshrink_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_Tanh_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_Tanhshrink_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_Threshold_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_TransformerDecoderLayer_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_TransformerDecoderLayer_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_TransformerEncoderLayer_train_mode_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_TransformerEncoderLayer_train_mode_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_TransformerEncoder_eval_mode_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_Transformer_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_Transformer_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_ZeroPad2d_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_ZeroPad3d_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_AdaptiveAvgPool1d_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_AdaptiveAvgPool1d_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_AdaptiveAvgPool2d_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_AdaptiveAvgPool2d_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_AdaptiveAvgPool2d_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_AdaptiveAvgPool3d_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_AdaptiveMaxPool1d_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_AdaptiveMaxPool2d_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_AdaptiveMaxPool3d_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_AvgPool1d_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_AvgPool1d_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_AvgPool2d_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_AvgPool3d_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_BCELoss_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_BCELoss_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_BCELoss_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_BCEWithLogitsLoss_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_BatchNorm1d_train_mode_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_BatchNorm2d_eval_mode_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_BatchNorm2d_train_mode_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_BatchNorm2d_train_mode_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_BatchNorm3d_eval_mode_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_BatchNorm3d_eval_mode_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_BatchNorm3d_train_mode_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_BatchNorm3d_train_mode_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_BatchNorm3d_train_mode_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_BatchNorm3d_train_mode_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Bilinear_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Bilinear_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_CELU_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_CELU_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_CELU_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_CTCLoss_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_CTCLoss_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_CircularPad1d_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_CircularPad1d_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_CircularPad1d_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_CircularPad2d_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_CircularPad3d_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_CircularPad3d_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_CircularPad3d_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ConstantPad1d_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ConstantPad1d_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ConstantPad1d_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ConstantPad2d_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ConstantPad2d_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ConstantPad2d_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ConstantPad3d_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ConstantPad3d_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ConstantPad3d_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ConstantPad3d_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Conv1d_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Conv2d_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Conv2d_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Conv3d_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ConvTranspose1d_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ConvTranspose1d_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ConvTranspose2d_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ConvTranspose2d_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_CosineEmbeddingLoss_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_CrossEntropyLoss_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_CrossEntropyLoss_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Embedding_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Embedding_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_FractionalMaxPool2d_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_FractionalMaxPool2d_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_FractionalMaxPool2d_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_FractionalMaxPool3d_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_GELU_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_GELU_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_GRUCell_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_GRU_eval_mode_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_GRU_eval_mode_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_GRU_train_mode_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_GRU_train_mode_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_GaussianNLLLoss_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_GroupNorm_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Hardswish_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Hardswish_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Hardtanh_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Hardtanh_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_HingeEmbeddingLoss_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_HuberLoss_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_InstanceNorm1d_eval_mode_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_InstanceNorm1d_eval_mode_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_InstanceNorm1d_eval_mode_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_InstanceNorm1d_eval_mode_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_InstanceNorm1d_train_mode_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_InstanceNorm2d_eval_mode_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_InstanceNorm2d_eval_mode_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_InstanceNorm2d_eval_mode_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_InstanceNorm2d_train_mode_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_InstanceNorm3d_eval_mode_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_InstanceNorm3d_train_mode_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_InstanceNorm3d_train_mode_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_KLDivLoss_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_KLDivLoss_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_KLDivLoss_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_L1Loss_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_L1Loss_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_LPPool1d_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_LPPool2d_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_LPPool2d_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_LPPool3d_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_LPPool3d_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_LSTMCell_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_LSTMCell_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_LSTMCell_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_LSTM_eval_mode_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_LSTM_eval_mode_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_LSTM_train_mode_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_LSTM_train_mode_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_LayerNorm_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_LayerNorm_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_LayerNorm_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_LeakyReLU_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_LeakyReLU_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_LeakyReLU_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Linear_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Linear_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Linear_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_LocalResponseNorm_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_LocalResponseNorm_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_LogSigmoid_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_LogSigmoid_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_LogSoftmax_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_LogSoftmax_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_MSELoss_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_MarginRankingLoss_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_MarginRankingLoss_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_MarginRankingLoss_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_MaxPool1d_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_MaxPool1d_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_MaxPool1d_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_MaxPool2d_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_MaxPool2d_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_MaxPool2d_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_MaxPool3d_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_MaxPool3d_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_MaxPool3d_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Mish_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_MultiLabelMarginLoss_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_MultiMarginLoss_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_MultiMarginLoss_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_MultiheadAttention_eval_mode_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_MultiheadAttention_train_mode_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_NLLLoss_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_NLLLoss_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_NLLLoss_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_PReLU_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_PReLU_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_PoissonNLLLoss_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_PoissonNLLLoss_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_RMSNorm_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_RMSNorm_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_RNNCell_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_RNNCell_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_RNN_eval_mode_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_RNN_eval_mode_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_RNN_eval_mode_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_RNN_train_mode_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_RNN_train_mode_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ReLU6_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ReLU6_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ReLU6_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ReLU_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ReLU_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ReflectionPad1d_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ReflectionPad1d_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ReflectionPad2d_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ReflectionPad3d_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ReflectionPad3d_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ReplicationPad1d_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ReplicationPad1d_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ReplicationPad2d_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ReplicationPad2d_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ReplicationPad3d_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ReplicationPad3d_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_SELU_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_SiLU_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_SiLU_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_SiLU_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_SiLU_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Sigmoid_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_SmoothL1Loss_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_SmoothL1Loss_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_SoftMarginLoss_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_SoftMarginLoss_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Softmax2d_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Softmax2d_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Softmax_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Softmax_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Softmin_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Softmin_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Softplus_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Softplus_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Softplus_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Softshrink_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Softshrink_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Softshrink_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Softsign_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Softsign_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Tanh_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Tanh_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Tanh_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Tanhshrink_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Tanhshrink_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Threshold_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Threshold_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Threshold_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_TransformerDecoderLayer_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_TransformerEncoderLayer_eval_mode_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_TransformerEncoderLayer_eval_mode_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_TransformerEncoderLayer_eval_mode_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_TransformerEncoderLayer_train_mode_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_TransformerEncoder_eval_mode_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_TransformerEncoder_train_mode_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_TransformerEncoder_train_mode_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_TransformerEncoder_train_mode_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Transformer_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Transformer_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ZeroPad1d_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ZeroPad1d_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ZeroPad2d_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ZeroPad2d_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ZeroPad2d_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ZeroPad3d_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ZeroPad3d_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ZeroPad3d_swap_True_set_grad_True_cuda_float32
2024-07-12T17:18:08.6094849Z 
2024-07-12T17:18:09.5793696Z Running inductor/test_compile_worker 1/1 ... [2024-07-12 17:18:09.578811]
2024-07-12T17:18:09.5797196Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_compile_worker.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-07-12 17:18:09.579201]
2024-07-12T17:18:11.4337103Z Running inductor/test_smoke 1/1 ... [2024-07-12 17:18:11.433019]
2024-07-12T17:18:11.4339240Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_smoke.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-07-12 17:18:11.433519]
2024-07-12T17:18:14.3042412Z 
2024-07-12T17:18:14.3043889Z inductor/test_smoke 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_smoke_1.1_818276a38e92471b_.log
2024-07-12T17:18:14.3044764Z 
2024-07-12T17:18:17.2442761Z Running inductor/test_pad_mm 1/1 ... [2024-07-12 17:18:17.243742]
2024-07-12T17:18:17.2445437Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_pad_mm.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-07-12 17:18:17.244113]
2024-07-12T17:18:23.7260298Z 
2024-07-12T17:18:23.7262424Z inductor/test_compile_worker 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_compile_worker_1.1_12377355c83299fe_.log
2024-07-12T17:18:23.7264582Z Running 3 items in this shard: test/inductor/test_compile_worker.py::TestCompileWorker::test_basic_jobs, test/inductor/test_compile_worker.py::TestCompileWorker::test_crash, test/inductor/test_compile_worker.py::TestCompileWorker::test_exception
2024-07-12T17:18:23.7265872Z 
2024-07-12T17:18:26.7306074Z Running export/test_tree_utils 1/1 ... [2024-07-12 17:18:26.730025]
2024-07-12T17:18:26.7308149Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_tree_utils.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-07-12 17:18:26.730367]
2024-07-12T17:18:29.9509383Z 
2024-07-12T17:18:29.9510914Z export/test_tree_utils 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_tree_utils_1.1_d6861d8a40ef8fa0_.log
2024-07-12T17:18:29.9513813Z Running 2 items in this shard: test/export/test_tree_utils.py::TestTreeUtils::test_equivalence_check, test/export/test_tree_utils.py::TestTreeUtils::test_reorder_kwargs
2024-07-12T17:18:29.9515070Z 
2024-07-12T17:18:32.9544913Z Running inductor/test_extension_backend 1/1 ... [2024-07-12 17:18:32.953862]
2024-07-12T17:18:32.9547971Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_extension_backend.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-07-12 17:18:32.954260]
2024-07-12T17:18:55.4123131Z 
2024-07-12T17:18:55.4124556Z inductor/test_extension_backend 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_extension_backend_1.1_f5a663af15da0dcd_.log
2024-07-12T17:18:55.4126190Z Running 1 items in this shard: test/inductor/test_extension_backend.py::ExtensionBackendTests::test_open_device_registration
2024-07-12T17:18:55.4127057Z 
2024-07-12T17:18:58.3524556Z Running test_license 1/1 ... [2024-07-12 17:18:58.351926]
2024-07-12T17:18:58.3526947Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_license.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-07-12 17:18:58.352282]
2024-07-12T17:19:01.6232108Z 
2024-07-12T17:19:01.6233968Z test_license 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_license_1.1_6350c559bd4ac63e_.log
2024-07-12T17:19:01.6235942Z Running 2 items in this shard: test/test_license.py::TestLicense::test_distinfo_license, test/test_license.py::TestLicense::test_license_for_wheel
2024-07-12T17:19:01.6236841Z 
2024-07-12T17:19:04.7857514Z Running inductor/test_metrics 1/1 ... [2024-07-12 17:19:04.785015]
2024-07-12T17:19:04.7859553Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_metrics.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-07-12 17:19:04.785385]
2024-07-12T17:19:11.8683089Z 
2024-07-12T17:19:11.8684827Z inductor/test_metrics 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_metrics_1.1_3512c264705d824a_.log
2024-07-12T17:19:11.8688467Z Running 6 items in this shard: test/inductor/test_metrics.py::TestMetrics::test_atomic_add, test/inductor/test_metrics.py::TestMetrics::test_count_args, test/inductor/test_metrics.py::TestMetrics::test_count_pattern, test/inductor/test_metrics.py::TestMetrics::test_kernel_args_num_gb, test/inductor/test_metrics.py::TestMetrics::test_parse_proper_kernel_fn_code, test/inductor/test_metrics.py::TestMetrics::test_parse_reduction_hint
2024-07-12T17:19:11.8690971Z 
2024-07-12T17:19:14.8588553Z Running export/test_tools 1/1 ... [2024-07-12 17:19:14.858305]
2024-07-12T17:19:14.8591178Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_tools.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-07-12 17:19:14.858685]
2024-07-12T17:19:18.7822764Z 
2024-07-12T17:19:18.7824722Z export/test_tools 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_tools_1.1_87045cf4fd26f2f8_.log
2024-07-12T17:19:18.7827335Z Running 2 items in this shard: test/export/test_tools.py::TestExportTools::test_report_exportability_basic, test/export/test_tools.py::TestExportTools::test_report_exportability_with_issues
2024-07-12T17:19:18.7828746Z 
2024-07-12T17:19:21.8182682Z Running test_ao_sparsity 1/1 ... [2024-07-12 17:19:21.817717]
2024-07-12T17:19:21.8186175Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_ao_sparsity.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-07-12 17:19:21.818173]
2024-07-12T17:19:34.7082213Z 
2024-07-12T17:19:34.7084027Z test_ao_sparsity 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_ao_sparsity_1.1_32776e926b074146_.log
2024-07-12T17:19:34.7115409Z Running 88 items in this shard: test/test_ao_sparsity.py::TestQuantizedSparseKernels::test_sparse_qlinear, test/test_ao_sparsity.py::TestQuantizedSparseLayers::test_sparse_qlinear, test/test_ao_sparsity.py::TestQuantizedSparseLayers::test_sparse_qlinear_serdes, test/test_ao_sparsity.py::TestFakeSparsity::test_jit_trace, test/test_ao_sparsity.py::TestFakeSparsity::test_masking_logic, test/test_ao_sparsity.py::TestFakeSparsity::test_state_dict_preserved, test/test_ao_sparsity.py::TestFakeSparsity::test_weights_parametrized, test/test_ao_sparsity.py::TestCubicScheduler::test_constructor, test/test_ao_sparsity.py::TestCubicScheduler::test_step, test/test_ao_sparsity.py::TestScheduler::test_constructor, test/test_ao_sparsity.py::TestScheduler::test_lambda_scheduler, test/test_ao_sparsity.py::TestScheduler::test_order_of_steps, test/test_ao_sparsity.py::TestScheduler::test_step, test/test_ao_sparsity.py::TestBaseSparsifier::test_constructor, test/test_ao_sparsity.py::TestBaseSparsifier::test_convert, test/test_ao_sparsity.py::TestBaseSparsifier::test_mask_squash, test/test_ao_sparsity.py::TestBaseSparsifier::test_mask_squash_with_params1, test/test_ao_sparsity.py::TestBaseSparsifier::test_mask_squash_with_params2, test/test_ao_sparsity.py::TestBaseSparsifier::test_mask_squash_with_params3, test/test_ao_sparsity.py::TestBaseSparsifier::test_prepare_config, test/test_ao_sparsity.py::TestBaseSparsifier::test_state_dict, test/test_ao_sparsity.py::TestBaseSparsifier::test_step, test/test_ao_sparsity.py::TestNearlyDiagonalSparsifier::test_constructor, test/test_ao_sparsity.py::TestNearlyDiagonalSparsifier::test_mask_squash, test/test_ao_sparsity.py::TestNearlyDiagonalSparsifier::test_prepare, test/test_ao_sparsity.py::TestNearlyDiagonalSparsifier::test_sparsity_levels, test/test_ao_sparsity.py::TestNearlyDiagonalSparsifier::test_step, test/test_ao_sparsity.py::TestWeightNormSparsifier::test_constructor, test/test_ao_sparsity.py::TestWeightNormSparsifier::test_mask_squash, test/test_ao_sparsity.py::TestWeightNormSparsifier::test_prepare, test/test_ao_sparsity.py::TestWeightNormSparsifier::test_sparsity_levels, test/test_ao_sparsity.py::TestWeightNormSparsifier::test_step, test/test_ao_sparsity.py::TestWeightNormSparsifier::test_step_2_of_4, test/test_ao_sparsity.py::TestBaseStructuredSparsifier::test_complex_conv2d, test/test_ao_sparsity.py::TestBaseStructuredSparsifier::test_constructor, test/test_ao_sparsity.py::TestBaseStructuredSparsifier::test_prepare_conv2d, test/test_ao_sparsity.py::TestBaseStructuredSparsifier::test_prepare_linear, test/test_ao_sparsity.py::TestBaseStructuredSparsifier::test_prune_conv2d_activation_conv2d, test/test_ao_sparsity.py::TestBaseStructuredSparsifier::test_prune_conv2d_bias_conv2d, test/test_ao_sparsity.py::TestBaseStructuredSparsifier::test_prune_conv2d_conv2d, test/test_ao_sparsity.py::TestBaseStructuredSparsifier::test_prune_conv2d_padding_conv2d, test/test_ao_sparsity.py::TestBaseStructuredSparsifier::test_prune_conv2d_pool_conv2d, test/test_ao_sparsity.py::TestBaseStructuredSparsifier::test_prune_linear_activation_linear, test/test_ao_sparsity.py::TestBaseStructuredSparsifier::test_prune_linear_bias_linear, test/test_ao_sparsity.py::TestBaseStructuredSparsifier::test_prune_linear_linear, test/test_ao_sparsity.py::TestBaseStructuredSparsifier::test_prune_lstm_layernorm_linear_multiple_layer, test/test_ao_sparsity.py::TestBaseStructuredSparsifier::test_prune_lstm_layernorm_linear_single_layer, test/test_ao_sparsity.py::TestBaseStructuredSparsifier::test_prune_lstm_linear_multiple_layer, test/test_ao_sparsity.py::TestBaseStructuredSparsifier::test_prune_lstm_linear_single_layer, test/test_ao_sparsity.py::TestBaseStructuredSparsifier::test_step_conv2d, test/test_ao_sparsity.py::TestBaseStructuredSparsifier::test_step_linear, test/test_ao_sparsity.py::TestFPGMPruner::test_compute_distance, test/test_ao_sparsity.py::TestFPGMPruner::test_update_mask, test/test_ao_sparsity.py::TestSaliencyPruner::test_lstm_saliency_pruner_update_mask, test/test_ao_sparsity.py::TestSaliencyPruner::test_saliency_pruner_update_mask, test/test_ao_sparsity.py::TestComposability::test_convert_without_squash_mask, test/test_ao_sparsity.py::TestComposability::test_fusion_before_s_prep, test/test_ao_sparsity.py::TestComposability::test_q_prep_before_s_prep, test/test_ao_sparsity.py::TestComposability::test_qat_prep_before_s_prep, test/test_ao_sparsity.py::TestComposability::test_s_prep_before_fusion, test/test_ao_sparsity.py::TestComposability::test_s_prep_before_q_prep, test/test_ao_sparsity.py::TestComposability::test_s_prep_before_qat_prep, test/test_ao_sparsity.py::TestFxComposability::test_q_prep_fx_before_s_prep, test/test_ao_sparsity.py::TestFxComposability::test_q_prep_fx_s_prep_ref_conv, test/test_ao_sparsity.py::TestFxComposability::test_s_prep_before_q_prep_fx, test/test_ao_sparsity.py::TestFxComposability::test_s_prep_before_qat_prep_fx, test/test_ao_sparsity.py::TestFxComposability::test_s_prep_q_prep_fx_ref, test/test_ao_sparsity.py::TestActivationSparsifier::test_activation_sparsifier, test/test_ao_sparsity.py::TestBaseDataScheduler::test_constructor, test/test_ao_sparsity.py::TestBaseDataScheduler::test_order_of_steps, test/test_ao_sparsity.py::TestBaseDataScheduler::test_state_dict, test/test_ao_sparsity.py::TestBaseDataScheduler::test_step, test/test_ao_sparsity.py::TestBaseDataSparsifier::test_nn_embeddings, test/test_ao_sparsity.py::TestBaseDataSparsifier::test_nn_parameters, test/test_ao_sparsity.py::TestBaseDataSparsifier::test_tensors, test/test_ao_sparsity.py::TestNormDataSparsifiers::test_nn_embeddings, test/test_ao_sparsity.py::TestNormDataSparsifiers::test_nn_parameters, test/test_ao_sparsity.py::TestNormDataSparsifiers::test_tensors, test/test_ao_sparsity.py::TestQuantizationUtils::test_ptq_quantize_first, test/test_ao_sparsity.py::TestQuantizationUtils::test_ptq_sparsify_first, test/test_ao_sparsity.py::TestSparsityUtilFunctions::test_fqn_to_module, test/test_ao_sparsity.py::TestSparsityUtilFunctions::test_fqn_to_module_fail, test/test_ao_sparsity.py::TestSparsityUtilFunctions::test_fqn_to_module_for_tensors, test/test_ao_sparsity.py::TestSparsityUtilFunctions::test_get_arg_info_from_tensor_fqn, test/test_ao_sparsity.py::TestSparsityUtilFunctions::test_get_arg_info_from_tensor_fqn_fail, test/test_ao_sparsity.py::TestSparsityUtilFunctions::test_module_to_fqn, test/test_ao_sparsity.py::TestSparsityUtilFunctions::test_module_to_fqn_fail, test/test_ao_sparsity.py::TestSparsityUtilFunctions::test_module_to_fqn_root
2024-07-12T17:19:34.7145723Z 
2024-07-12T17:19:37.7275597Z Running inductor/test_fx_fusion 1/1 ... [2024-07-12 17:19:37.726872]
2024-07-12T17:19:37.7277961Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_fx_fusion.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-07-12 17:19:37.727248]
2024-07-12T17:19:42.3521619Z 
2024-07-12T17:19:42.3523209Z inductor/test_fx_fusion 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_fx_fusion_1.1_e1a9e4beca691b07_.log
2024-07-12T17:19:42.3525931Z Running 4 items in this shard: test/inductor/test_fx_fusion.py::TestFxFusion::test_linear_permute_fusion, test/inductor/test_fx_fusion.py::TestFxFusion::test_permute_bmm_fusion, test/inductor/test_fx_fusion.py::TestFxFusion::test_permute_linear_fusion, test/inductor/test_fx_fusion.py::TestFxFusion::test_sink_cat_after_pointwise
2024-07-12T17:19:42.3527867Z 
2024-07-12T17:19:45.3981751Z Running inductor/test_move_constructors_to_cuda 1/1 ... [2024-07-12 17:19:45.397623]
2024-07-12T17:19:45.3984556Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_move_constructors_to_cuda.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-07-12 17:19:45.398031]
2024-07-12T17:20:02.7389230Z 
2024-07-12T17:20:02.7394202Z inductor/test_pad_mm 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_pad_mm_1.1_b56515ca8d23bed9_.log
2024-07-12T17:20:02.7399448Z Running 15 items in this shard: test/inductor/test_pad_mm.py::PadMMTest::test_cat_pad_mm_dyn_m, test/inductor/test_pad_mm.py::PadMMTest::test_exclude_padding, test/inductor/test_pad_mm.py::PadMMTest::test_pad_addmm_2d_bias, test/inductor/test_pad_mm.py::PadMMTest::test_pad_addmm_dyn_m, test/inductor/test_pad_mm.py::PadMMTest::test_pad_addmm_dyn_mn, test/inductor/test_pad_mm.py::PadMMTest::test_pad_batch, test/inductor/test_pad_mm.py::PadMMTest::test_pad_bmm_dyn_b, test/inductor/test_pad_mm.py::PadMMTest::test_pad_bmm_dyn_bm, test/inductor/test_pad_mm.py::PadMMTest::test_pad_bmm_dyn_k, test/inductor/test_pad_mm.py::PadMMTest::test_pad_mm_dyn_k, test/inductor/test_pad_mm.py::PadMMTest::test_pad_mm_dyn_m, test/inductor/test_pad_mm.py::PadMMTest::test_pad_mm_dyn_mnk, test/inductor/test_pad_mm.py::PadMMTest::test_pad_mm_dyn_n, test/inductor/test_pad_mm.py::PadMMTest::test_pad_single_cat, test/inductor/test_pad_mm.py::PadMMTest::test_zero_dim
2024-07-12T17:20:02.7403868Z 
2024-07-12T17:20:03.8590470Z 
2024-07-12T17:20:03.8592613Z inductor/test_move_constructors_to_cuda 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_move_constructors_to_cuda_1.1_27e4bf6729c44830_.log
2024-07-12T17:20:03.8599137Z Running 7 items in this shard: test/inductor/test_move_constructors_to_cuda.py::TestMoveConstructorsToCuda::test_multi_gpu, test/inductor/test_move_constructors_to_cuda.py::TestMoveConstructorsToCuda::test_multiple_constructors, test/inductor/test_move_constructors_to_cuda.py::TestMoveConstructorsToCuda::test_no_gpu, test/inductor/test_move_constructors_to_cuda.py::TestMoveConstructorsToCuda::test_non_convertable_op_failure, test/inductor/test_move_constructors_to_cuda.py::TestMoveConstructorsToCuda::test_output_failure, test/inductor/test_move_constructors_to_cuda.py::TestMoveConstructorsToCuda::test_sets_equiv, test/inductor/test_move_constructors_to_cuda.py::TestMoveConstructorsToCuda::test_simple
2024-07-12T17:20:03.8604284Z 
2024-07-12T17:20:05.6872864Z Running inductor/test_torchinductor_strided_blocks 1/1 ... [2024-07-12 17:20:05.686597]
2024-07-12T17:20:05.6875404Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_torchinductor_strided_blocks.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-07-12 17:20:05.686916]
2024-07-12T17:20:06.8102301Z Running dynamo/test_sdpa 1/1 ... [2024-07-12 17:20:06.809628]
2024-07-12T17:20:06.8104387Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_sdpa.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-07-12 17:20:06.809950]
2024-07-12T17:20:10.2816113Z 
2024-07-12T17:20:10.2818074Z dynamo/test_sdpa 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_sdpa_1.1_0af408cdf30d15e7_.log
2024-07-12T17:20:10.2821484Z Running 4 items in this shard: test/dynamo/test_sdpa.py::TestSDPA::test_graph_break_SDPAParams, test/dynamo/test_sdpa.py::TestSDPA::test_input_SDPAParams, test/dynamo/test_sdpa.py::TestSDPA::test_intermediate_attr_access_SDPAParams, test/dynamo/test_sdpa.py::TestSDPA::test_returns_SDPAParams
2024-07-12T17:20:10.2823854Z 
2024-07-12T17:20:13.2329642Z Running inductor/test_utils 1/1 ... [2024-07-12 17:20:13.232270]
2024-07-12T17:20:13.2331679Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_utils.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-07-12 17:20:13.232627]
2024-07-12T17:20:16.5042092Z 
2024-07-12T17:20:16.5043502Z inductor/test_utils 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_utils_1.1_3d3998d3d673985f_.log
2024-07-12T17:20:16.5044793Z Running 1 items in this shard: test/inductor/test_utils.py::TestUtils::testSympySubs
2024-07-12T17:20:16.5045315Z 
2024-07-12T17:20:19.3852561Z Running dynamo/test_view 1/1 ... [2024-07-12 17:20:19.384565]
2024-07-12T17:20:19.3855208Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_view.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-07-12 17:20:19.384951]
2024-07-12T17:20:22.9571745Z 
2024-07-12T17:20:22.9573261Z dynamo/test_view 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_view_1.1_0970942b56862f0d_.log
2024-07-12T17:20:22.9574791Z Running 2 items in this shard: test/dynamo/test_view.py::ViewTests::test_view_to_1d, test/dynamo/test_view.py::ViewTests::test_view_to_2d
2024-07-12T17:20:22.9575556Z 
2024-07-12T17:20:23.3389843Z 
2024-07-12T17:20:23.3391801Z inductor/test_torchinductor_strided_blocks 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_torchinductor_strided_blocks_1.1_f6826378e4d62408_.log
2024-07-12T17:20:23.3411121Z Running 28 items in this shard: test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTest::test_broadcast_x_size0_y_size0, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTest::test_broadcast_x_size1_y_size1, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTest::test_broadcast_x_size2_y_size2, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTest::test_broadcast_x_size3_y_size3, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTest::test_dynamic_shapes_generic, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTest::test_dynamic_shapes_multiple_max_block, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTest::test_expected_num_block_pointers_expected_num_block_pointers_3_raises_False, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTest::test_expected_num_block_pointers_expected_num_block_pointers_9_raises_True, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTest::test_mixed_pointwise_reduction_view_size0_num_block_pointers_2_num_triton_kernels_1, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTest::test_mixed_pointwise_reduction_view_size1_num_block_pointers1_num_triton_kernels1, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTest::test_multiple_max_block_non_power_of_2, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTest::test_pointwise_full_size0_view_size0_stride0_offset0_require_block_ptr_True, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTest::test_pointwise_full_size1_view_size1_stride1_offset1_require_block_ptr_True, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTest::test_pointwise_full_size2_view_size2_stride2_offset2_require_block_ptr_True, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTest::test_pointwise_full_size3_view_size3_stride3_offset_10_require_block_ptr_True, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTest::test_pointwise_full_size4_view_size4_stride4_offset4_require_block_ptr_True, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTest::test_pointwise_full_size5_view_size5_stride5_offset5_require_block_ptr_True, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTest::test_pointwise_full_size6_view_size6_stride6_offset6_require_block_ptr_True, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTest::test_pointwise_full_size7_view_size7_stride7_offset7_require_block_ptr_False, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTest::test_pointwise_full_size8_view_size8_stride8_offset8_require_block_ptr_False, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTest::test_pointwise_full_size9_view_size9_stride9_offset9_require_block_ptr_True, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTest::test_reduction_view_size0_num_block_pointers_1_num_triton_kernels_1, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTest::test_reduction_view_size1_num_block_pointers_1_num_triton_kernels_1, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTest::test_reduction_view_size2_num_block_pointers_1_num_triton_kernels_1, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTest::test_reduction_view_size3_num_block_pointers_0_num_triton_kernels_1, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTest::test_reduction_view_size4_num_block_pointers_3_num_triton_kernels_2, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTest::test_reduction_view_size5_num_block_pointers_3_num_triton_kernels_2, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTest::test_reduction_view_size6_num_block_pointers_3_num_triton_kernels_2
2024-07-12T17:20:23.3428843Z 
2024-07-12T17:20:25.9216744Z Running dynamo/test_base_output 1/1 ... [2024-07-12 17:20:25.921156]
2024-07-12T17:20:25.9219985Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_base_output.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-07-12 17:20:25.921545]
2024-07-12T17:20:26.2413420Z Running inductor/test_custom_lowering 1/1 ... [2024-07-12 17:20:26.240751]
2024-07-12T17:20:26.2416544Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_custom_lowering.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-07-12 17:20:26.241098]
2024-07-12T17:20:28.8426732Z 
2024-07-12T17:20:28.8428430Z dynamo/test_base_output 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_base_output_1.1_089369f6ae9deec1_.log
2024-07-12T17:20:28.8431490Z Running 6 items in this shard: test/dynamo/test_base_output.py::TestBaseOutput::test_assign, test/dynamo/test_base_output.py::TestBaseOutput::test_create, test/dynamo/test_base_output.py::TestBaseOutput::test_getattr, test/dynamo/test_base_output.py::TestBaseOutput::test_getitem, test/dynamo/test_base_output.py::TestBaseOutput::test_index, test/dynamo/test_base_output.py::TestBaseOutput::test_tuple
2024-07-12T17:20:28.8433470Z 
2024-07-12T17:20:31.8392735Z Running dynamo/test_interop 1/1 ... [2024-07-12 17:20:31.838619]
2024-07-12T17:20:31.8395322Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_interop.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-07-12 17:20:31.838987]
2024-07-12T17:20:34.9241331Z 
2024-07-12T17:20:34.9243343Z inductor/test_custom_lowering 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_custom_lowering_1.1_c8b2f9f83b85d1f0_.log
2024-07-12T17:20:34.9246459Z Running 4 items in this shard: test/inductor/test_custom_lowering.py::TestCustomLowering::test_jagged_to_padded_dense_sanity_cuda, test/inductor/test_custom_lowering.py::TestCustomLowering::test_jagged_to_padded_dense_zero_size, test/inductor/test_custom_lowering.py::TestCustomLowering::test_multi_inp_asm, test/inductor/test_custom_lowering.py::TestCustomLowering::test_tanh_approx
2024-07-12T17:20:34.9248738Z 
2024-07-12T17:20:35.4119822Z 
2024-07-12T17:20:35.4121481Z dynamo/test_interop 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_interop_1.1_9524b863c1869a26_.log
2024-07-12T17:20:35.4123616Z Running 4 items in this shard: test/dynamo/test_interop.py::InteropTests::test_fx_fn, test/dynamo/test_interop.py::InteropTests::test_script_fn, test/dynamo/test_interop.py::InteropTests::test_trace_fn, test/dynamo/test_interop.py::InteropTests::test_vmap_in_graph
2024-07-12T17:20:35.4124988Z 
2024-07-12T17:20:37.8348262Z Running test_autoload 1/1 ... [2024-07-12 17:20:37.834190]
2024-07-12T17:20:37.8350655Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_autoload.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-07-12 17:20:37.834521]
2024-07-12T17:20:38.2779991Z Running dynamo/test_frame_init 1/1 ... [2024-07-12 17:20:38.277338]
2024-07-12T17:20:38.2782675Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_frame_init.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-07-12 17:20:38.277661]
2024-07-12T17:20:41.0555775Z 
2024-07-12T17:20:41.0558015Z test_autoload 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_autoload_1.1_6433112244f4fc46_.log
2024-07-12T17:20:41.0559983Z Running 1 items in this shard: test/test_autoload.py::TestDeviceBackendAutoload::test_autoload
2024-07-12T17:20:41.0560557Z 
2024-07-12T17:20:41.3981051Z 
2024-07-12T17:20:41.3982527Z dynamo/test_frame_init 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_frame_init_1.1_3a3eb56a75e48e63_.log
2024-07-12T17:20:41.3983869Z Running 1 items in this shard: test/dynamo/test_frame_init.py::FrameInitTests::test_frame_init
2024-07-12T17:20:41.3984457Z 
2024-07-12T17:20:44.0092051Z Running inductor/test_triton_kernels 1/1 ... [2024-07-12 17:20:44.008596]
2024-07-12T17:20:44.0094641Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_triton_kernels.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-07-12 17:20:44.008951]
2024-07-12T17:20:44.3011459Z Running inductor/test_triton_extension_backend 1/1 ... [2024-07-12 17:20:44.300594]
2024-07-12T17:20:44.3014158Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_triton_extension_backend.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-07-12 17:20:44.300932]
2024-07-12T17:20:51.1331694Z 
2024-07-12T17:20:51.1333385Z inductor/test_triton_extension_backend 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_triton_extension_backend_1.1_1b9369e47ee521f8_.log
2024-07-12T17:20:51.1335132Z Running 1 items in this shard: test/inductor/test_triton_extension_backend.py::TritonExtensionBackendTests::test_open_device_registration
2024-07-12T17:20:51.1336138Z 
2024-07-12T17:20:54.0710767Z Running inductor/test_coordinate_descent_tuner 1/1 ... [2024-07-12 17:20:54.070547]
2024-07-12T17:20:54.0713141Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_coordinate_descent_tuner.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-07-12 17:20:54.070908]
2024-07-12T17:21:00.4483644Z 
2024-07-12T17:21:00.4485863Z inductor/test_coordinate_descent_tuner 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_coordinate_descent_tuner_1.1_27d0255163a6802d_.log
2024-07-12T17:21:00.4492351Z Running 5 items in this shard: test/inductor/test_coordinate_descent_tuner.py::TestCoordinateDescentTuner::test_abs_function, test/inductor/test_coordinate_descent_tuner.py::TestCoordinateDescentTuner::test_get_neighbour_values, test/inductor/test_coordinate_descent_tuner.py::TestCoordinateDescentTuner::test_no_neighbors, test/inductor/test_coordinate_descent_tuner.py::TestCoordinateDescentTuner::test_persistent_reduction, test/inductor/test_coordinate_descent_tuner.py::TestCoordinateDescentTuner::test_value_too_large
2024-07-12T17:21:00.4496631Z 
2024-07-12T17:21:03.4017184Z Running inductor/test_codegen_triton 1/1 ... [2024-07-12 17:21:03.401077]
2024-07-12T17:21:03.4019283Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_codegen_triton.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-07-12 17:21:03.401413]
2024-07-12T17:21:09.0778709Z 
2024-07-12T17:21:09.0780643Z inductor/test_codegen_triton 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_codegen_triton_1.1_7b7350f7f48a07cf_.log
2024-07-12T17:21:09.0782290Z Running 1 items in this shard: test/inductor/test_codegen_triton.py::TestCodegenTriton::test_config_of_sizearg
2024-07-12T17:21:09.0782945Z 
2024-07-12T17:21:11.9572472Z Running dynamo/test_exceptions 1/1 ... [2024-07-12 17:21:11.956646]
2024-07-12T17:21:11.9574463Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_exceptions.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-07-12 17:21:11.956996]
2024-07-12T17:21:15.4786171Z 
2024-07-12T17:21:15.4787893Z dynamo/test_exceptions 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_exceptions_1.1_6373bae755bc6b88_.log
2024-07-12T17:21:15.4792702Z Running 10 items in this shard: test/dynamo/test_exceptions.py::ExceptionTests::test_custom_getattr_on_module_exception, test/dynamo/test_exceptions.py::ExceptionTests::test_exception, test/dynamo/test_exceptions.py::ExceptionTests::test_exception2, test/dynamo/test_exceptions.py::ExceptionTests::test_exception3, test/dynamo/test_exceptions.py::ExceptionTests::test_exception_else, test/dynamo/test_exceptions.py::ExceptionTests::test_exception_raised_from_child, test/dynamo/test_exceptions.py::ExceptionTests::test_exception_with_another_exception, test/dynamo/test_exceptions.py::ExceptionTests::test_exception_with_another_exception2, test/dynamo/test_exceptions.py::ExceptionTests::test_exception_with_ctx_manager, test/dynamo/test_exceptions.py::ExceptionTests::test_nn_module_getattr
2024-07-12T17:21:15.4796427Z 
2024-07-12T17:21:18.4306582Z Running dynamo/test_export_mutations 1/1 ... [2024-07-12 17:21:18.430140]
2024-07-12T17:21:18.4309377Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_export_mutations.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-07-12 17:21:18.430477]
2024-07-12T17:21:21.9539375Z 
2024-07-12T17:21:21.9541396Z dynamo/test_export_mutations 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_export_mutations_1.1_00b8a84f884c31a0_.log
2024-07-12T17:21:21.9545217Z Running 5 items in this shard: test/dynamo/test_export_mutations.py::MutationExportTests::test_module_attribute_mutation_violation_negative_1, test/dynamo/test_export_mutations.py::MutationExportTests::test_module_attribute_mutation_violation_negative_2, test/dynamo/test_export_mutations.py::MutationExportTests::test_module_attribute_mutation_violation_negative_3, test/dynamo/test_export_mutations.py::MutationExportTests::test_module_attribute_mutation_violation_negative_4, test/dynamo/test_export_mutations.py::MutationExportTests::test_module_attribute_mutation_violation_positive_1
2024-07-12T17:21:21.9548037Z 
2024-07-12T17:21:24.8704045Z Running inductor/test_foreach 1/1 ... [2024-07-12 17:21:24.869852]
2024-07-12T17:21:24.8706777Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_foreach.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-07-12 17:21:24.870178]
2024-07-12T17:22:03.1651034Z 
2024-07-12T17:22:03.1658549Z PRINTING LOG FILE of inductor/test_triton_kernels 1/1 (test/test-reports/inductor.test_triton_kernels_1.1_588ff2c51b30fb93_.log)
2024-07-12T17:22:03.1661062Z Test results will be stored in test-reports/python-pytest/inductor.test_triton_kernels/inductor.test_triton_kernels-b7633fbb8338e505.xml
2024-07-12T17:22:03.1662412Z ============================= test session starts ==============================
2024-07-12T17:22:03.1663632Z platform linux -- Python 3.10.14, pytest-7.3.2, pluggy-1.5.0 -- /opt/conda/envs/py_3.10/bin/python
2024-07-12T17:22:03.1669633Z cachedir: .pytest_cache
2024-07-12T17:22:03.1670773Z hypothesis profile 'pytorch_ci' -> database=None, max_examples=50, derandomize=True, suppress_health_check=[HealthCheck.too_slow]
2024-07-12T17:22:03.1671643Z rootdir: /var/lib/jenkins/workspace
2024-07-12T17:22:03.1672056Z configfile: pytest.ini
2024-07-12T17:22:03.1674149Z plugins: hypothesis-5.35.1, cpp-2.3.0, flakefinder-1.1.0, rerunfailures-14.0, xdist-3.3.1, xdoctest-1.1.0
2024-07-12T17:22:03.1674926Z collecting ... collected 183 items
2024-07-12T17:22:03.1675417Z stepcurrent: Cannot find last run test, not skipping
2024-07-12T17:22:03.1821716Z Running 183 items in this shard: test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_False_dynamic_False_backend_aot_eager_grid_type_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_False_dynamic_False_backend_aot_eager_grid_type_2, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_False_dynamic_False_backend_aot_eager_grid_type_3, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_False_dynamic_False_backend_eager_grid_type_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_False_dynamic_False_backend_eager_grid_type_2, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_False_dynamic_False_backend_eager_grid_type_3, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_False_dynamic_False_backend_inductor_grid_type_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_False_dynamic_False_backend_inductor_grid_type_2, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_False_dynamic_False_backend_inductor_grid_type_3, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_False_dynamic_True_backend_aot_eager_grid_type_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_False_dynamic_True_backend_aot_eager_grid_type_2, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_False_dynamic_True_backend_aot_eager_grid_type_3, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_False_dynamic_True_backend_eager_grid_type_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_False_dynamic_True_backend_eager_grid_type_2, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_False_dynamic_True_backend_eager_grid_type_3, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_False_dynamic_True_backend_inductor_grid_type_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_False_dynamic_True_backend_inductor_grid_type_2, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_False_dynamic_True_backend_inductor_grid_type_3, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_True_dynamic_False_backend_aot_eager_grid_type_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_True_dynamic_False_backend_aot_eager_grid_type_2, 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test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_True_dynamic_True_backend_aot_eager_grid_type_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_True_dynamic_True_backend_aot_eager_grid_type_2, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_True_dynamic_True_backend_aot_eager_grid_type_3, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_True_dynamic_True_backend_eager_grid_type_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_True_dynamic_True_backend_eager_grid_type_2, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_True_dynamic_True_backend_eager_grid_type_3, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_True_dynamic_True_backend_inductor_grid_type_1, 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test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_True_dynamic_False_backend_aot_eager_grid_type_2, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_True_dynamic_False_backend_aot_eager_grid_type_3, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_True_dynamic_False_backend_eager_grid_type_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_True_dynamic_False_backend_eager_grid_type_2, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_True_dynamic_False_backend_eager_grid_type_3, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_True_dynamic_False_backend_inductor_grid_type_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_True_dynamic_False_backend_inductor_grid_type_2, 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test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_True_dynamic_True_backend_inductor_grid_type_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_True_dynamic_True_backend_inductor_grid_type_2, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_True_dynamic_True_backend_inductor_grid_type_3, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_caching, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_caching_duplicate, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_constants, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_dependancies, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_different_shapes_size_16_dynamic_False, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_different_shapes_size_16_dynamic_True, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_different_shapes_size_4_dynamic_False, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_different_shapes_size_4_dynamic_True, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_equal_to_1_arg_dynamic_False, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_equal_to_1_arg_dynamic_True, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_equal_to_1_float_arg_dynamic_False, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_equal_to_1_float_arg_dynamic_True, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_fallback, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_functionalize, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_higher_order_func, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_inner_triton_function_backend_aot_eager, 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test/inductor/test_triton_kernels.py::MutationTests::test_fn_call_one_return, test/inductor/test_triton_kernels.py::MutationTests::test_for_loop_arg, test/inductor/test_triton_kernels.py::MutationTests::test_for_loop_arg_2, test/inductor/test_triton_kernels.py::MutationTests::test_labels, test/inductor/test_triton_kernels.py::MutationTests::test_mutations_add_4_times_kernel, test/inductor/test_triton_kernels.py::MutationTests::test_mutations_add_kernel, test/inductor/test_triton_kernels.py::MutationTests::test_mutations_add_kernel_2d_autotuned, test/inductor/test_triton_kernels.py::MutationTests::test_mutations_add_kernel_with_block_ptr, test/inductor/test_triton_kernels.py::MutationTests::test_mutations_add_kernel_with_import, test/inductor/test_triton_kernels.py::MutationTests::test_mutations_atomic_add_kernel, test/inductor/test_triton_kernels.py::MutationTests::test_mutations_cond_op_kernel, test/inductor/test_triton_kernels.py::MutationTests::test_mutations_indirection_kernel, test/inductor/test_triton_kernels.py::MutationTests::test_mutations_indirection_kernel1, test/inductor/test_triton_kernels.py::MutationTests::test_mutations_inline_asm_kernel, test/inductor/test_triton_kernels.py::MutationTests::test_mutations_kernel_with_block_ptr_2d, test/inductor/test_triton_kernels.py::MutationTests::test_mutations_mul2_inplace_kernel, test/inductor/test_triton_kernels.py::MutationTests::test_nested_cond_op_kernel, test/inductor/test_triton_kernels.py::MutationTests::test_out_of_order_kernel, test/inductor/test_triton_kernels.py::MutationTests::test_out_of_order_kernel_call, test/inductor/test_triton_kernels.py::MutationTests::test_reduce_sum, test/inductor/test_triton_kernels.py::MutationTests::test_triton_kernel_inference_mode, test/inductor/test_triton_kernels.py::MutationTests::test_while_loop
2024-07-12T17:22:03.1966274Z 
2024-07-12T17:22:03.1967477Z inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_False_dynamic_False_backend_aot_eager_grid_type_1 PASSED [4.2467s] [  0%]
2024-07-12T17:22:03.1969881Z inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_False_dynamic_False_backend_aot_eager_grid_type_2 PASSED [0.0494s] [  1%]
2024-07-12T17:22:03.1972395Z inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_False_dynamic_False_backend_aot_eager_grid_type_3 PASSED [0.0480s] [  1%]
2024-07-12T17:22:03.1974637Z inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_False_dynamic_False_backend_eager_grid_type_1 PASSED [0.0159s] [  2%]
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2024-07-12T17:22:03.2144097Z inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_no_clones_grad_False_dynamic_False PASSED [0.5028s] [ 59%]
2024-07-12T17:22:03.2145313Z inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_no_clones_grad_False_dynamic_True PASSED [0.5078s] [ 60%]
2024-07-12T17:22:03.2146476Z inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_no_clones_grad_True_dynamic_False PASSED [0.5592s] [ 60%]
2024-07-12T17:22:03.2147636Z inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_no_clones_grad_True_dynamic_True PASSED [0.5241s] [ 61%]
2024-07-12T17:22:03.2148817Z inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_num_ctas_backend_aot_eager PASSED [0.3960s] [ 61%]
2024-07-12T17:22:03.2149899Z inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_num_ctas_backend_eager PASSED [0.3813s] [ 62%]
2024-07-12T17:22:03.2150980Z inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_num_ctas_backend_inductor PASSED [0.3814s] [ 62%]
2024-07-12T17:22:03.2152026Z inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_out_of_order PASSED [0.4914s] [ 63%]
2024-07-12T17:22:03.2153077Z inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_reinplace_inplaceable_pass PASSED [0.8684s] [ 63%]
2024-07-12T17:22:03.2154146Z inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_reset_to_zero PASSED [0.0083s] [ 64%]
2024-07-12T17:22:03.2155176Z inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_slice_and_view_input PASSED [0.6790s] [ 65%]
2024-07-12T17:22:03.2156344Z inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_special_kwargs_with_autotune_backend_aot_eager PASSED [0.5205s] [ 65%]
2024-07-12T17:22:03.2157596Z inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_special_kwargs_with_autotune_backend_eager PASSED [0.4996s] [ 66%]
2024-07-12T17:22:03.2158848Z inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_special_kwargs_with_autotune_backend_inductor PASSED [0.4851s] [ 66%]
2024-07-12T17:22:03.2160130Z inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_special_kwargs_without_autotune_backend_aot_eager PASSED [0.2427s] [ 67%]
2024-07-12T17:22:03.2161412Z inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_special_kwargs_without_autotune_backend_eager PASSED [0.2251s] [ 67%]
2024-07-12T17:22:03.2162687Z inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_special_kwargs_without_autotune_backend_inductor PASSED [0.4043s] [ 68%]
2024-07-12T17:22:03.2163830Z inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_strided_input PASSED [0.2772s] [ 68%]
2024-07-12T17:22:03.2164943Z inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_strided_input_nonzero_offset PASSED [0.5027s] [ 69%]
2024-07-12T17:22:03.2166038Z inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_tracing_dynamic_False PASSED [0.0443s] [ 69%]
2024-07-12T17:22:03.2167544Z inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_tracing_dynamic_True ('RERUN', {'yellow': True}) [0.0117s] [ 70%]
2024-07-12T17:22:03.2168871Z inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_tracing_dynamic_True ('RERUN', {'yellow': True}) [0.0116s] [ 70%]
2024-07-12T17:22:03.2170016Z inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_tracing_dynamic_True FAILED [0.0114s] [ 70%]
2024-07-12T17:22:03.2170882Z 
2024-07-12T17:22:03.2171118Z ==================================== RERUNS ====================================
2024-07-12T17:22:03.2171765Z _____________ KernelTests.test_triton_kernel_tracing_dynamic_True ______________
2024-07-12T17:22:03.2172361Z Traceback (most recent call last):
2024-07-12T17:22:03.2173183Z   File "/var/lib/jenkins/workspace/test/inductor/test_triton_kernels.py", line 776, in test_triton_kernel_tracing
2024-07-12T17:22:03.2174070Z     gm = make_fx(test, tracing_mode=tracing_mode)(t0, t1)
2024-07-12T17:22:03.2175117Z   File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/experimental/proxy_tensor.py", line 1452, in wrapped
2024-07-12T17:22:03.2176007Z     return make_fx_tracer.trace(f, *args)
2024-07-12T17:22:03.2176991Z   File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/experimental/proxy_tensor.py", line 1398, in trace
2024-07-12T17:22:03.2177852Z     return self._trace_inner(f, *args)
2024-07-12T17:22:03.2178838Z   File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/experimental/proxy_tensor.py", line 1385, in _trace_inner
2024-07-12T17:22:03.2179718Z     t = dispatch_trace(
2024-07-12T17:22:03.2180917Z   File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_compile.py", line 31, in inner
2024-07-12T17:22:03.2181652Z     return disable_fn(*args, **kwargs)
2024-07-12T17:22:03.2182497Z   File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_dynamo/eval_frame.py", line 602, in _fn
2024-07-12T17:22:03.2183262Z     return fn(*args, **kwargs)
2024-07-12T17:22:03.2184209Z   File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/experimental/proxy_tensor.py", line 642, in dispatch_trace
2024-07-12T17:22:03.2185150Z     graph = tracer.trace(root, concrete_args)
2024-07-12T17:22:03.2186018Z   File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_dynamo/eval_frame.py", line 602, in _fn
2024-07-12T17:22:03.2186778Z     return fn(*args, **kwargs)
2024-07-12T17:22:03.2187598Z   File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_symbolic_trace.py", line 822, in trace
2024-07-12T17:22:03.2188380Z     (self.create_arg(fn(*args)),),
2024-07-12T17:22:03.2189311Z   File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/experimental/proxy_tensor.py", line 660, in wrapped
2024-07-12T17:22:03.2190157Z     out = f(*tensors)
2024-07-12T17:22:03.2190495Z   File "<string>", line 1, in <lambda>
2024-07-12T17:22:03.2191251Z   File "/var/lib/jenkins/workspace/test/inductor/test_triton_kernels.py", line 748, in call_triton_add
2024-07-12T17:22:03.2192019Z     capture_triton(add_kernel)[grid](
2024-07-12T17:22:03.2192995Z   File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_higher_order_ops/triton_kernel_wrap.py", line 1088, in __call__
2024-07-12T17:22:03.2193994Z     return tracing_triton_hopifier_singleton.call_triton_kernel(
2024-07-12T17:22:03.2195131Z   File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_higher_order_ops/triton_kernel_wrap.py", line 935, in call_triton_kernel
2024-07-12T17:22:03.2196055Z     if len(set(grids)) == 1:
2024-07-12T17:22:03.2196816Z   File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/__init__.py", line 518, in __hash__
2024-07-12T17:22:03.2197693Z     raise TypeError("unhashable type: non-nested SymInt")
2024-07-12T17:22:03.2198278Z TypeError: unhashable type: non-nested SymInt
2024-07-12T17:22:03.2198703Z 
2024-07-12T17:22:03.2198982Z To execute this test, run the following from the base repo dir:
2024-07-12T17:22:03.2199914Z     python test/inductor/test_triton_kernels.py -k KernelTests.test_triton_kernel_tracing_dynamic_True
2024-07-12T17:22:03.2200513Z 
2024-07-12T17:22:03.2200833Z This message can be suppressed by setting PYTORCH_PRINT_REPRO_ON_FAILURE=0
2024-07-12T17:22:03.2201601Z _____________ KernelTests.test_triton_kernel_tracing_dynamic_True ______________
2024-07-12T17:22:03.2202183Z Traceback (most recent call last):
2024-07-12T17:22:03.2203029Z   File "/var/lib/jenkins/workspace/test/inductor/test_triton_kernels.py", line 776, in test_triton_kernel_tracing
2024-07-12T17:22:03.2203958Z     gm = make_fx(test, tracing_mode=tracing_mode)(t0, t1)
2024-07-12T17:22:03.2204984Z   File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/experimental/proxy_tensor.py", line 1452, in wrapped
2024-07-12T17:22:03.2205873Z     return make_fx_tracer.trace(f, *args)
2024-07-12T17:22:03.2206830Z   File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/experimental/proxy_tensor.py", line 1398, in trace
2024-07-12T17:22:03.2207789Z     return self._trace_inner(f, *args)
2024-07-12T17:22:03.2208816Z   File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/experimental/proxy_tensor.py", line 1385, in _trace_inner
2024-07-12T17:22:03.2209733Z     t = dispatch_trace(
2024-07-12T17:22:03.2210588Z   File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_compile.py", line 31, in inner
2024-07-12T17:22:03.2211318Z     return disable_fn(*args, **kwargs)
2024-07-12T17:22:03.2212164Z   File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_dynamo/eval_frame.py", line 602, in _fn
2024-07-12T17:22:03.2212931Z     return fn(*args, **kwargs)
2024-07-12T17:22:03.2213866Z   File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/experimental/proxy_tensor.py", line 642, in dispatch_trace
2024-07-12T17:22:03.2214801Z     graph = tracer.trace(root, concrete_args)
2024-07-12T17:22:03.2217875Z   File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_dynamo/eval_frame.py", line 602, in _fn
2024-07-12T17:22:03.2218671Z     return fn(*args, **kwargs)
2024-07-12T17:22:03.2219510Z   File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_symbolic_trace.py", line 822, in trace
2024-07-12T17:22:03.2220307Z     (self.create_arg(fn(*args)),),
2024-07-12T17:22:03.2221230Z   File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/experimental/proxy_tensor.py", line 660, in wrapped
2024-07-12T17:22:03.2222083Z     out = f(*tensors)
2024-07-12T17:22:03.2222437Z   File "<string>", line 1, in <lambda>
2024-07-12T17:22:03.2223198Z   File "/var/lib/jenkins/workspace/test/inductor/test_triton_kernels.py", line 748, in call_triton_add
2024-07-12T17:22:03.2223975Z     capture_triton(add_kernel)[grid](
2024-07-12T17:22:03.2224958Z   File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_higher_order_ops/triton_kernel_wrap.py", line 1088, in __call__
2024-07-12T17:22:03.2226005Z     return tracing_triton_hopifier_singleton.call_triton_kernel(
2024-07-12T17:22:03.2227246Z   File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_higher_order_ops/triton_kernel_wrap.py", line 935, in call_triton_kernel
2024-07-12T17:22:03.2228177Z     if len(set(grids)) == 1:
2024-07-12T17:22:03.2228946Z   File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/__init__.py", line 518, in __hash__
2024-07-12T17:22:03.2229882Z     raise TypeError("unhashable type: non-nested SymInt")
2024-07-12T17:22:03.2230488Z TypeError: unhashable type: non-nested SymInt
2024-07-12T17:22:03.2230816Z 
2024-07-12T17:22:03.2231092Z To execute this test, run the following from the base repo dir:
2024-07-12T17:22:03.2232239Z     python test/inductor/test_triton_kernels.py -k KernelTests.test_triton_kernel_tracing_dynamic_True
2024-07-12T17:22:03.2232860Z 
2024-07-12T17:22:03.2233196Z This message can be suppressed by setting PYTORCH_PRINT_REPRO_ON_FAILURE=0
2024-07-12T17:22:03.2233928Z =================================== FAILURES ===================================
2024-07-12T17:22:03.2234665Z _____________ KernelTests.test_triton_kernel_tracing_dynamic_True ______________
2024-07-12T17:22:03.2235281Z Traceback (most recent call last):
2024-07-12T17:22:03.2236140Z   File "/var/lib/jenkins/workspace/test/inductor/test_triton_kernels.py", line 776, in test_triton_kernel_tracing
2024-07-12T17:22:03.2237136Z     gm = make_fx(test, tracing_mode=tracing_mode)(t0, t1)
2024-07-12T17:22:03.2238280Z   File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/experimental/proxy_tensor.py", line 1452, in wrapped
2024-07-12T17:22:03.2239266Z     return make_fx_tracer.trace(f, *args)
2024-07-12T17:22:03.2240287Z   File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/experimental/proxy_tensor.py", line 1398, in trace
2024-07-12T17:22:03.2241183Z     return self._trace_inner(f, *args)
2024-07-12T17:22:03.2242254Z   File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/experimental/proxy_tensor.py", line 1385, in _trace_inner
2024-07-12T17:22:03.2243205Z     t = dispatch_trace(
2024-07-12T17:22:03.2243987Z   File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_compile.py", line 31, in inner
2024-07-12T17:22:03.2244752Z     return disable_fn(*args, **kwargs)
2024-07-12T17:22:03.2245722Z   File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_dynamo/eval_frame.py", line 602, in _fn
2024-07-12T17:22:03.2246581Z     return fn(*args, **kwargs)
2024-07-12T17:22:03.2247716Z   File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/experimental/proxy_tensor.py", line 642, in dispatch_trace
2024-07-12T17:22:03.2248723Z     graph = tracer.trace(root, concrete_args)
2024-07-12T17:22:03.2249643Z   File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_dynamo/eval_frame.py", line 602, in _fn
2024-07-12T17:22:03.2250614Z     return fn(*args, **kwargs)
2024-07-12T17:22:03.2251511Z   File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_symbolic_trace.py", line 822, in trace
2024-07-12T17:22:03.2252390Z     (self.create_arg(fn(*args)),),
2024-07-12T17:22:03.2253432Z   File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/experimental/proxy_tensor.py", line 660, in wrapped
2024-07-12T17:22:03.2254351Z     out = f(*tensors)
2024-07-12T17:22:03.2254756Z   File "<string>", line 1, in <lambda>
2024-07-12T17:22:03.2255579Z   File "/var/lib/jenkins/workspace/test/inductor/test_triton_kernels.py", line 748, in call_triton_add
2024-07-12T17:22:03.2256381Z     capture_triton(add_kernel)[grid](
2024-07-12T17:22:03.2257465Z   File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_higher_order_ops/triton_kernel_wrap.py", line 1088, in __call__
2024-07-12T17:22:03.2258520Z     return tracing_triton_hopifier_singleton.call_triton_kernel(
2024-07-12T17:22:03.2259691Z   File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_higher_order_ops/triton_kernel_wrap.py", line 935, in call_triton_kernel
2024-07-12T17:22:03.2260662Z     if len(set(grids)) == 1:
2024-07-12T17:22:03.2261490Z   File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/__init__.py", line 518, in __hash__
2024-07-12T17:22:03.2262400Z     raise TypeError("unhashable type: non-nested SymInt")
2024-07-12T17:22:03.2263078Z TypeError: unhashable type: non-nested SymInt
2024-07-12T17:22:03.2263440Z 
2024-07-12T17:22:03.2263738Z To execute this test, run the following from the base repo dir:
2024-07-12T17:22:03.2264705Z     python test/inductor/test_triton_kernels.py -k KernelTests.test_triton_kernel_tracing_dynamic_True
2024-07-12T17:22:03.2265314Z 
2024-07-12T17:22:03.2265654Z This message can be suppressed by setting PYTORCH_PRINT_REPRO_ON_FAILURE=0
2024-07-12T17:22:03.2267097Z - generated xml file: /var/lib/jenkins/workspace/test/test-reports/python-pytest/inductor.test_triton_kernels/inductor.test_triton_kernels-b7633fbb8338e505.xml -
2024-07-12T17:22:03.2268350Z =========================== short test summary info ============================
2024-07-12T17:22:03.2269527Z FAILED [0.0114s] inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_tracing_dynamic_True - TypeError: unhashable type: non-nested SymInt
2024-07-12T17:22:03.2270361Z 
2024-07-12T17:22:03.2270657Z To execute this test, run the following from the base repo dir:
2024-07-12T17:22:03.2271634Z     python test/inductor/test_triton_kernels.py -k KernelTests.test_triton_kernel_tracing_dynamic_True
2024-07-12T17:22:03.2272236Z 
2024-07-12T17:22:03.2272600Z This message can be suppressed by setting PYTORCH_PRINT_REPRO_ON_FAILURE=0
2024-07-12T17:22:03.2273413Z !!!!!!!!!!!!!!!!!!!!!!!!!! stopping after 1 failures !!!!!!!!!!!!!!!!!!!!!!!!!!!
2024-07-12T17:22:03.2274196Z ============== 1 failed, 128 passed, 2 rerun in 68.76s (0:01:08) ===============
2024-07-12T17:22:03.2274778Z Got exit code 1
2024-07-12T17:22:03.2275126Z Retrying single test...
2024-07-12T17:22:03.2276132Z Test results will be stored in test-reports/python-pytest/inductor.test_triton_kernels/inductor.test_triton_kernels-c2110b0cddd32e02.xml
2024-07-12T17:22:03.2277176Z ============================= test session starts ==============================
2024-07-12T17:22:03.2278160Z platform linux -- Python 3.10.14, pytest-7.3.2, pluggy-1.5.0 -- /opt/conda/envs/py_3.10/bin/python
2024-07-12T17:22:03.2278892Z cachedir: .pytest_cache
2024-07-12T17:22:03.2279853Z hypothesis profile 'pytorch_ci' -> database=None, max_examples=50, derandomize=True, suppress_health_check=[HealthCheck.too_slow]
2024-07-12T17:22:03.2280766Z rootdir: /var/lib/jenkins/workspace
2024-07-12T17:22:03.2281201Z configfile: pytest.ini
2024-07-12T17:22:03.2282018Z plugins: hypothesis-5.35.1, cpp-2.3.0, flakefinder-1.1.0, rerunfailures-14.0, xdist-3.3.1, xdoctest-1.1.0
2024-07-12T17:22:03.2282995Z collecting ... collected 183 items / 182 deselected / 1 selected
2024-07-12T17:22:03.2284098Z stepcurrent: skipping 128 already run items. Running only test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_tracing_dynamic_True
2024-07-12T17:22:03.2285095Z Running 1 items in this shard
2024-07-12T17:22:03.2285389Z 
2024-07-12T17:22:03.2286093Z inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_tracing_dynamic_True ('RERUN', {'yellow': True}) [0.2829s] [100%]
2024-07-12T17:22:03.2287612Z inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_tracing_dynamic_True ('RERUN', {'yellow': True}) [0.0121s] [100%]
2024-07-12T17:22:03.2288798Z inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_tracing_dynamic_True FAILED [0.0111s] [100%]
2024-07-12T17:22:03.2289506Z 
2024-07-12T17:22:03.2289722Z ==================================== RERUNS ====================================
2024-07-12T17:22:03.2290559Z _____________ KernelTests.test_triton_kernel_tracing_dynamic_True ______________
2024-07-12T17:22:03.2291210Z Traceback (most recent call last):
2024-07-12T17:22:03.2292065Z   File "/var/lib/jenkins/workspace/test/inductor/test_triton_kernels.py", line 776, in test_triton_kernel_tracing
2024-07-12T17:22:03.2293016Z     gm = make_fx(test, tracing_mode=tracing_mode)(t0, t1)
2024-07-12T17:22:03.2294148Z   File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/experimental/proxy_tensor.py", line 1452, in wrapped
2024-07-12T17:22:03.2295085Z     return make_fx_tracer.trace(f, *args)
2024-07-12T17:22:03.2296091Z   File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/experimental/proxy_tensor.py", line 1398, in trace
2024-07-12T17:22:03.2297008Z     return self._trace_inner(f, *args)
2024-07-12T17:22:03.2298044Z   File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/experimental/proxy_tensor.py", line 1385, in _trace_inner
2024-07-12T17:22:03.2298976Z     t = dispatch_trace(
2024-07-12T17:22:03.2299792Z   File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_compile.py", line 31, in inner
2024-07-12T17:22:03.2300583Z     return disable_fn(*args, **kwargs)
2024-07-12T17:22:03.2301451Z   File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_dynamo/eval_frame.py", line 602, in _fn
2024-07-12T17:22:03.2302269Z     return fn(*args, **kwargs)
2024-07-12T17:22:03.2303290Z   File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/experimental/proxy_tensor.py", line 642, in dispatch_trace
2024-07-12T17:22:03.2304258Z     graph = tracer.trace(root, concrete_args)
2024-07-12T17:22:03.2305247Z   File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_symbolic_trace.py", line 822, in trace
2024-07-12T17:22:03.2306094Z     (self.create_arg(fn(*args)),),
2024-07-12T17:22:03.2307130Z   File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/experimental/proxy_tensor.py", line 660, in wrapped
2024-07-12T17:22:03.2308065Z     out = f(*tensors)
2024-07-12T17:22:03.2308478Z   File "<string>", line 1, in <lambda>
2024-07-12T17:22:03.2309309Z   File "/var/lib/jenkins/workspace/test/inductor/test_triton_kernels.py", line 748, in call_triton_add
2024-07-12T17:22:03.2310125Z     capture_triton(add_kernel)[grid](
2024-07-12T17:22:03.2311170Z   File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_higher_order_ops/triton_kernel_wrap.py", line 1088, in __call__
2024-07-12T17:22:03.2312225Z     return tracing_triton_hopifier_singleton.call_triton_kernel(
2024-07-12T17:22:03.2313395Z   File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_higher_order_ops/triton_kernel_wrap.py", line 935, in call_triton_kernel
2024-07-12T17:22:03.2314438Z     if len(set(grids)) == 1:
2024-07-12T17:22:03.2315290Z   File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/__init__.py", line 518, in __hash__
2024-07-12T17:22:03.2316206Z     raise TypeError("unhashable type: non-nested SymInt")
2024-07-12T17:22:03.2316860Z TypeError: unhashable type: non-nested SymInt
2024-07-12T17:22:03.2317197Z 
2024-07-12T17:22:03.2317501Z To execute this test, run the following from the base repo dir:
2024-07-12T17:22:03.2318450Z     python test/inductor/test_triton_kernels.py -k KernelTests.test_triton_kernel_tracing_dynamic_True
2024-07-12T17:22:03.2319092Z 
2024-07-12T17:22:03.2319471Z This message can be suppressed by setting PYTORCH_PRINT_REPRO_ON_FAILURE=0
2024-07-12T17:22:03.2320342Z _____________ KernelTests.test_triton_kernel_tracing_dynamic_True ______________
2024-07-12T17:22:03.2321016Z Traceback (most recent call last):
2024-07-12T17:22:03.2321851Z   File "/var/lib/jenkins/workspace/test/inductor/test_triton_kernels.py", line 776, in test_triton_kernel_tracing
2024-07-12T17:22:03.2322801Z     gm = make_fx(test, tracing_mode=tracing_mode)(t0, t1)
2024-07-12T17:22:03.2323901Z   File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/experimental/proxy_tensor.py", line 1452, in wrapped
2024-07-12T17:22:03.2324869Z     return make_fx_tracer.trace(f, *args)
2024-07-12T17:22:03.2325869Z   File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/experimental/proxy_tensor.py", line 1398, in trace
2024-07-12T17:22:03.2326790Z     return self._trace_inner(f, *args)
2024-07-12T17:22:03.2327959Z   File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/experimental/proxy_tensor.py", line 1385, in _trace_inner
2024-07-12T17:22:03.2328877Z     t = dispatch_trace(
2024-07-12T17:22:03.2329674Z   File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_compile.py", line 31, in inner
2024-07-12T17:22:03.2330733Z     return disable_fn(*args, **kwargs)
2024-07-12T17:22:03.2331622Z   File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_dynamo/eval_frame.py", line 602, in _fn
2024-07-12T17:22:03.2332479Z     return fn(*args, **kwargs)
2024-07-12T17:22:03.2333480Z   File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/experimental/proxy_tensor.py", line 642, in dispatch_trace
2024-07-12T17:22:03.2334444Z     graph = tracer.trace(root, concrete_args)
2024-07-12T17:22:03.2335448Z   File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_symbolic_trace.py", line 822, in trace
2024-07-12T17:22:03.2336281Z     (self.create_arg(fn(*args)),),
2024-07-12T17:22:03.2337239Z   File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/experimental/proxy_tensor.py", line 660, in wrapped
2024-07-12T17:22:03.2338146Z     out = f(*tensors)
2024-07-12T17:22:03.2338540Z   File "<string>", line 1, in <lambda>
2024-07-12T17:22:03.2339352Z   File "/var/lib/jenkins/workspace/test/inductor/test_triton_kernels.py", line 748, in call_triton_add
2024-07-12T17:22:03.2340203Z     capture_triton(add_kernel)[grid](
2024-07-12T17:22:03.2341232Z   File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_higher_order_ops/triton_kernel_wrap.py", line 1088, in __call__
2024-07-12T17:22:03.2342346Z     return tracing_triton_hopifier_singleton.call_triton_kernel(
2024-07-12T17:22:03.2343579Z   File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_higher_order_ops/triton_kernel_wrap.py", line 935, in call_triton_kernel
2024-07-12T17:22:03.2344554Z     if len(set(grids)) == 1:
2024-07-12T17:22:03.2345404Z   File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/__init__.py", line 518, in __hash__
2024-07-12T17:22:03.2346329Z     raise TypeError("unhashable type: non-nested SymInt")
2024-07-12T17:22:03.2346962Z TypeError: unhashable type: non-nested SymInt
2024-07-12T17:22:03.2347319Z 
2024-07-12T17:22:03.2347593Z To execute this test, run the following from the base repo dir:
2024-07-12T17:22:03.2348581Z     python test/inductor/test_triton_kernels.py -k KernelTests.test_triton_kernel_tracing_dynamic_True
2024-07-12T17:22:03.2349248Z 
2024-07-12T17:22:03.2349585Z This message can be suppressed by setting PYTORCH_PRINT_REPRO_ON_FAILURE=0
2024-07-12T17:22:03.2350358Z =================================== FAILURES ===================================
2024-07-12T17:22:03.2351069Z _____________ KernelTests.test_triton_kernel_tracing_dynamic_True ______________
2024-07-12T17:22:03.2351696Z Traceback (most recent call last):
2024-07-12T17:22:03.2352562Z   File "/var/lib/jenkins/workspace/test/inductor/test_triton_kernels.py", line 776, in test_triton_kernel_tracing
2024-07-12T17:22:03.2353514Z     gm = make_fx(test, tracing_mode=tracing_mode)(t0, t1)
2024-07-12T17:22:03.2354710Z   File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/experimental/proxy_tensor.py", line 1452, in wrapped
2024-07-12T17:22:03.2355630Z     return make_fx_tracer.trace(f, *args)
2024-07-12T17:22:03.2356649Z   File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/experimental/proxy_tensor.py", line 1398, in trace
2024-07-12T17:22:03.2357569Z     return self._trace_inner(f, *args)
2024-07-12T17:22:03.2358581Z   File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/experimental/proxy_tensor.py", line 1385, in _trace_inner
2024-07-12T17:22:03.2359537Z     t = dispatch_trace(
2024-07-12T17:22:03.2360392Z   File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_compile.py", line 31, in inner
2024-07-12T17:22:03.2361146Z     return disable_fn(*args, **kwargs)
2024-07-12T17:22:03.2362067Z   File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_dynamo/eval_frame.py", line 602, in _fn
2024-07-12T17:22:03.2362885Z     return fn(*args, **kwargs)
2024-07-12T17:22:03.2363870Z   File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/experimental/proxy_tensor.py", line 642, in dispatch_trace
2024-07-12T17:22:03.2364883Z     graph = tracer.trace(root, concrete_args)
2024-07-12T17:22:03.2365867Z   File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_symbolic_trace.py", line 822, in trace
2024-07-12T17:22:03.2366703Z     (self.create_arg(fn(*args)),),
2024-07-12T17:22:03.2367803Z   File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/experimental/proxy_tensor.py", line 660, in wrapped
2024-07-12T17:22:03.2368699Z     out = f(*tensors)
2024-07-12T17:22:03.2369089Z   File "<string>", line 1, in <lambda>
2024-07-12T17:22:03.2369891Z   File "/var/lib/jenkins/workspace/test/inductor/test_triton_kernels.py", line 748, in call_triton_add
2024-07-12T17:22:03.2370892Z     capture_triton(add_kernel)[grid](
2024-07-12T17:22:03.2371927Z   File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_higher_order_ops/triton_kernel_wrap.py", line 1088, in __call__
2024-07-12T17:22:03.2372978Z     return tracing_triton_hopifier_singleton.call_triton_kernel(
2024-07-12T17:22:03.2374174Z   File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_higher_order_ops/triton_kernel_wrap.py", line 935, in call_triton_kernel
2024-07-12T17:22:03.2375143Z     if len(set(grids)) == 1:
2024-07-12T17:22:03.2376016Z   File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/__init__.py", line 518, in __hash__
2024-07-12T17:22:03.2376984Z     raise TypeError("unhashable type: non-nested SymInt")
2024-07-12T17:22:03.2377655Z TypeError: unhashable type: non-nested SymInt
2024-07-12T17:22:03.2378021Z 
2024-07-12T17:22:03.2378320Z To execute this test, run the following from the base repo dir:
2024-07-12T17:22:03.2379311Z     python test/inductor/test_triton_kernels.py -k KernelTests.test_triton_kernel_tracing_dynamic_True
2024-07-12T17:22:03.2379934Z 
2024-07-12T17:22:03.2380278Z This message can be suppressed by setting PYTORCH_PRINT_REPRO_ON_FAILURE=0
2024-07-12T17:22:03.2381752Z - generated xml file: /var/lib/jenkins/workspace/test/test-reports/python-pytest/inductor.test_triton_kernels/inductor.test_triton_kernels-c2110b0cddd32e02.xml -
2024-07-12T17:22:03.2382959Z =========================== short test summary info ============================
2024-07-12T17:22:03.2384176Z FAILED [0.0111s] inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_tracing_dynamic_True - TypeError: unhashable type: non-nested SymInt
2024-07-12T17:22:03.2385017Z 
2024-07-12T17:22:03.2385298Z To execute this test, run the following from the base repo dir:
2024-07-12T17:22:03.2386281Z     python test/inductor/test_triton_kernels.py -k KernelTests.test_triton_kernel_tracing_dynamic_True
2024-07-12T17:22:03.2386883Z 
2024-07-12T17:22:03.2387285Z This message can be suppressed by setting PYTORCH_PRINT_REPRO_ON_FAILURE=0
2024-07-12T17:22:03.2388011Z !!!!!!!!!!!!!!!!!!!!!!!!!! stopping after 1 failures !!!!!!!!!!!!!!!!!!!!!!!!!!!
2024-07-12T17:22:03.2388750Z ================== 1 failed, 182 deselected, 2 rerun in 0.36s ==================
2024-07-12T17:22:03.2389341Z Got exit code 1
2024-07-12T17:22:03.2389679Z Retrying single test...
2024-07-12T17:22:03.2390672Z Test results will be stored in test-reports/python-pytest/inductor.test_triton_kernels/inductor.test_triton_kernels-4cb79fa066a39504.xml
2024-07-12T17:22:03.2391775Z ============================= test session starts ==============================
2024-07-12T17:22:03.2392688Z platform linux -- Python 3.10.14, pytest-7.3.2, pluggy-1.5.0 -- /opt/conda/envs/py_3.10/bin/python
2024-07-12T17:22:03.2393438Z cachedir: .pytest_cache
2024-07-12T17:22:03.2394375Z hypothesis profile 'pytorch_ci' -> database=None, max_examples=50, derandomize=True, suppress_health_check=[HealthCheck.too_slow]
2024-07-12T17:22:03.2395353Z rootdir: /var/lib/jenkins/workspace
2024-07-12T17:22:03.2395898Z configfile: pytest.ini
2024-07-12T17:22:03.2396818Z plugins: hypothesis-5.35.1, cpp-2.3.0, flakefinder-1.1.0, rerunfailures-14.0, xdist-3.3.1, xdoctest-1.1.0
2024-07-12T17:22:03.2397818Z collecting ... collected 183 items / 182 deselected / 1 selected
2024-07-12T17:22:03.2398935Z stepcurrent: skipping 128 already run items. Running only test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_tracing_dynamic_True
2024-07-12T17:22:03.2399941Z Running 1 items in this shard
2024-07-12T17:22:03.2400207Z 
2024-07-12T17:22:03.2400901Z inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_tracing_dynamic_True ('RERUN', {'yellow': True}) [0.2833s] [100%]
2024-07-12T17:22:03.2402265Z inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_tracing_dynamic_True ('RERUN', {'yellow': True}) [0.0115s] [100%]
2024-07-12T17:22:03.2403509Z inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_tracing_dynamic_True FAILED [0.0103s] [100%]
2024-07-12T17:22:03.2404167Z 
2024-07-12T17:22:03.2404381Z ==================================== RERUNS ====================================
2024-07-12T17:22:03.2405084Z _____________ KernelTests.test_triton_kernel_tracing_dynamic_True ______________
2024-07-12T17:22:03.2405701Z Traceback (most recent call last):
2024-07-12T17:22:03.2406597Z   File "/var/lib/jenkins/workspace/test/inductor/test_triton_kernels.py", line 776, in test_triton_kernel_tracing
2024-07-12T17:22:03.2407743Z     gm = make_fx(test, tracing_mode=tracing_mode)(t0, t1)
2024-07-12T17:22:03.2408803Z   File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/experimental/proxy_tensor.py", line 1452, in wrapped
2024-07-12T17:22:03.2409816Z     return make_fx_tracer.trace(f, *args)
2024-07-12T17:22:03.2411110Z   File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/experimental/proxy_tensor.py", line 1398, in trace
2024-07-12T17:22:03.2412030Z     return self._trace_inner(f, *args)
2024-07-12T17:22:03.2413072Z   File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/experimental/proxy_tensor.py", line 1385, in _trace_inner
2024-07-12T17:22:03.2414045Z     t = dispatch_trace(
2024-07-12T17:22:03.2414826Z   File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_compile.py", line 31, in inner
2024-07-12T17:22:03.2415604Z     return disable_fn(*args, **kwargs)
2024-07-12T17:22:03.2416507Z   File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_dynamo/eval_frame.py", line 602, in _fn
2024-07-12T17:22:03.2417387Z     return fn(*args, **kwargs)
2024-07-12T17:22:03.2418432Z   File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/experimental/proxy_tensor.py", line 642, in dispatch_trace
2024-07-12T17:22:03.2419426Z     graph = tracer.trace(root, concrete_args)
2024-07-12T17:22:03.2420367Z   File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_symbolic_trace.py", line 822, in trace
2024-07-12T17:22:03.2421224Z     (self.create_arg(fn(*args)),),
2024-07-12T17:22:03.2422180Z   File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/experimental/proxy_tensor.py", line 660, in wrapped
2024-07-12T17:22:03.2423075Z     out = f(*tensors)
2024-07-12T17:22:03.2423579Z   File "<string>", line 1, in <lambda>
2024-07-12T17:22:03.2424372Z   File "/var/lib/jenkins/workspace/test/inductor/test_triton_kernels.py", line 748, in call_triton_add
2024-07-12T17:22:03.2425197Z     capture_triton(add_kernel)[grid](
2024-07-12T17:22:03.2426237Z   File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_higher_order_ops/triton_kernel_wrap.py", line 1088, in __call__
2024-07-12T17:22:03.2427259Z     return tracing_triton_hopifier_singleton.call_triton_kernel(
2024-07-12T17:22:03.2428491Z   File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_higher_order_ops/triton_kernel_wrap.py", line 935, in call_triton_kernel
2024-07-12T17:22:03.2429528Z     if len(set(grids)) == 1:
2024-07-12T17:22:03.2430315Z   File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/__init__.py", line 518, in __hash__
2024-07-12T17:22:03.2431244Z     raise TypeError("unhashable type: non-nested SymInt")
2024-07-12T17:22:03.2431891Z TypeError: unhashable type: non-nested SymInt
2024-07-12T17:22:03.2432228Z 
2024-07-12T17:22:03.2432534Z To execute this test, run the following from the base repo dir:
2024-07-12T17:22:03.2433523Z     python test/inductor/test_triton_kernels.py -k KernelTests.test_triton_kernel_tracing_dynamic_True
2024-07-12T17:22:03.2434169Z 
2024-07-12T17:22:03.2434509Z This message can be suppressed by setting PYTORCH_PRINT_REPRO_ON_FAILURE=0
2024-07-12T17:22:03.2435346Z _____________ KernelTests.test_triton_kernel_tracing_dynamic_True ______________
2024-07-12T17:22:03.2435966Z Traceback (most recent call last):
2024-07-12T17:22:03.2436846Z   File "/var/lib/jenkins/workspace/test/inductor/test_triton_kernels.py", line 776, in test_triton_kernel_tracing
2024-07-12T17:22:03.2437785Z     gm = make_fx(test, tracing_mode=tracing_mode)(t0, t1)
2024-07-12T17:22:03.2438920Z   File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/experimental/proxy_tensor.py", line 1452, in wrapped
2024-07-12T17:22:03.2439836Z     return make_fx_tracer.trace(f, *args)
2024-07-12T17:22:03.2440839Z   File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/experimental/proxy_tensor.py", line 1398, in trace
2024-07-12T17:22:03.2441762Z     return self._trace_inner(f, *args)
2024-07-12T17:22:03.2442774Z   File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/experimental/proxy_tensor.py", line 1385, in _trace_inner
2024-07-12T17:22:03.2443705Z     t = dispatch_trace(
2024-07-12T17:22:03.2444608Z   File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_compile.py", line 31, in inner
2024-07-12T17:22:03.2445407Z     return disable_fn(*args, **kwargs)
2024-07-12T17:22:03.2446308Z   File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_dynamo/eval_frame.py", line 602, in _fn
2024-07-12T17:22:03.2447137Z     return fn(*args, **kwargs)
2024-07-12T17:22:03.2448275Z   File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/experimental/proxy_tensor.py", line 642, in dispatch_trace
2024-07-12T17:22:03.2449294Z     graph = tracer.trace(root, concrete_args)
2024-07-12T17:22:03.2450389Z   File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_symbolic_trace.py", line 822, in trace
2024-07-12T17:22:03.2451243Z     (self.create_arg(fn(*args)),),
2024-07-12T17:22:03.2452279Z   File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/experimental/proxy_tensor.py", line 660, in wrapped
2024-07-12T17:22:03.2453202Z     out = f(*tensors)
2024-07-12T17:22:03.2453637Z   File "<string>", line 1, in <lambda>
2024-07-12T17:22:03.2454430Z   File "/var/lib/jenkins/workspace/test/inductor/test_triton_kernels.py", line 748, in call_triton_add
2024-07-12T17:22:03.2455268Z     capture_triton(add_kernel)[grid](
2024-07-12T17:22:03.2456292Z   File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_higher_order_ops/triton_kernel_wrap.py", line 1088, in __call__
2024-07-12T17:22:03.2457310Z     return tracing_triton_hopifier_singleton.call_triton_kernel(
2024-07-12T17:22:03.2458573Z   File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_higher_order_ops/triton_kernel_wrap.py", line 935, in call_triton_kernel
2024-07-12T17:22:03.2459588Z     if len(set(grids)) == 1:
2024-07-12T17:22:03.2475251Z   File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/__init__.py", line 518, in __hash__
2024-07-12T17:22:03.2476173Z     raise TypeError("unhashable type: non-nested SymInt")
2024-07-12T17:22:03.2476768Z TypeError: unhashable type: non-nested SymInt
2024-07-12T17:22:03.2477094Z 
2024-07-12T17:22:03.2477359Z To execute this test, run the following from the base repo dir:
2024-07-12T17:22:03.2478286Z     python test/inductor/test_triton_kernels.py -k KernelTests.test_triton_kernel_tracing_dynamic_True
2024-07-12T17:22:03.2478880Z 
2024-07-12T17:22:03.2479212Z This message can be suppressed by setting PYTORCH_PRINT_REPRO_ON_FAILURE=0
2024-07-12T17:22:03.2479885Z =================================== FAILURES ===================================
2024-07-12T17:22:03.2480545Z _____________ KernelTests.test_triton_kernel_tracing_dynamic_True ______________
2024-07-12T17:22:03.2481148Z Traceback (most recent call last):
2024-07-12T17:22:03.2481958Z   File "/var/lib/jenkins/workspace/test/inductor/test_triton_kernels.py", line 776, in test_triton_kernel_tracing
2024-07-12T17:22:03.2482870Z     gm = make_fx(test, tracing_mode=tracing_mode)(t0, t1)
2024-07-12T17:22:03.2483910Z   File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/experimental/proxy_tensor.py", line 1452, in wrapped
2024-07-12T17:22:03.2484816Z     return make_fx_tracer.trace(f, *args)
2024-07-12T17:22:03.2485773Z   File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/experimental/proxy_tensor.py", line 1398, in trace
2024-07-12T17:22:03.2486647Z     return self._trace_inner(f, *args)
2024-07-12T17:22:03.2487754Z   File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/experimental/proxy_tensor.py", line 1385, in _trace_inner
2024-07-12T17:22:03.2488664Z     t = dispatch_trace(
2024-07-12T17:22:03.2489424Z   File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_compile.py", line 31, in inner
2024-07-12T17:22:03.2490173Z     return disable_fn(*args, **kwargs)
2024-07-12T17:22:03.2491316Z   File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_dynamo/eval_frame.py", line 602, in _fn
2024-07-12T17:22:03.2492100Z     return fn(*args, **kwargs)
2024-07-12T17:22:03.2493051Z   File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/experimental/proxy_tensor.py", line 642, in dispatch_trace
2024-07-12T17:22:03.2494155Z     graph = tracer.trace(root, concrete_args)
2024-07-12T17:22:03.2495095Z   File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_symbolic_trace.py", line 822, in trace
2024-07-12T17:22:03.2495889Z     (self.create_arg(fn(*args)),),
2024-07-12T17:22:03.2496824Z   File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/experimental/proxy_tensor.py", line 660, in wrapped
2024-07-12T17:22:03.2497669Z     out = f(*tensors)
2024-07-12T17:22:03.2498021Z   File "<string>", line 1, in <lambda>
2024-07-12T17:22:03.2498845Z   File "/var/lib/jenkins/workspace/test/inductor/test_triton_kernels.py", line 748, in call_triton_add
2024-07-12T17:22:03.2499618Z     capture_triton(add_kernel)[grid](
2024-07-12T17:22:03.2500688Z   File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_higher_order_ops/triton_kernel_wrap.py", line 1088, in __call__
2024-07-12T17:22:03.2501696Z     return tracing_triton_hopifier_singleton.call_triton_kernel(
2024-07-12T17:22:03.2502848Z   File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_higher_order_ops/triton_kernel_wrap.py", line 935, in call_triton_kernel
2024-07-12T17:22:03.2503787Z     if len(set(grids)) == 1:
2024-07-12T17:22:03.2504559Z   File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/__init__.py", line 518, in __hash__
2024-07-12T17:22:03.2505441Z     raise TypeError("unhashable type: non-nested SymInt")
2024-07-12T17:22:03.2506025Z TypeError: unhashable type: non-nested SymInt
2024-07-12T17:22:03.2506356Z 
2024-07-12T17:22:03.2506697Z To execute this test, run the following from the base repo dir:
2024-07-12T17:22:03.2507630Z     python test/inductor/test_triton_kernels.py -k KernelTests.test_triton_kernel_tracing_dynamic_True
2024-07-12T17:22:03.2508229Z 
2024-07-12T17:22:03.2508581Z This message can be suppressed by setting PYTORCH_PRINT_REPRO_ON_FAILURE=0
2024-07-12T17:22:03.2509993Z - generated xml file: /var/lib/jenkins/workspace/test/test-reports/python-pytest/inductor.test_triton_kernels/inductor.test_triton_kernels-4cb79fa066a39504.xml -
2024-07-12T17:22:03.2511164Z =========================== short test summary info ============================
2024-07-12T17:22:03.2512319Z FAILED [0.0103s] inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_tracing_dynamic_True - TypeError: unhashable type: non-nested SymInt
2024-07-12T17:22:03.2513118Z 
2024-07-12T17:22:03.2513381Z To execute this test, run the following from the base repo dir:
2024-07-12T17:22:03.2514314Z     python test/inductor/test_triton_kernels.py -k KernelTests.test_triton_kernel_tracing_dynamic_True
2024-07-12T17:22:03.2514914Z 
2024-07-12T17:22:03.2515234Z This message can be suppressed by setting PYTORCH_PRINT_REPRO_ON_FAILURE=0
2024-07-12T17:22:03.2515954Z !!!!!!!!!!!!!!!!!!!!!!!!!! stopping after 1 failures !!!!!!!!!!!!!!!!!!!!!!!!!!!
2024-07-12T17:22:03.2516593Z ================== 1 failed, 182 deselected, 2 rerun in 0.36s ==================
2024-07-12T17:22:03.2517133Z Got exit code 1
2024-07-12T17:22:03.2517472Z Stopping at first consistent failure
2024-07-12T17:22:03.2518516Z The following tests failed consistently: ['test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_tracing_dynamic_True']
2024-07-12T17:22:03.2519275Z 
2024-07-12T17:22:03.2519996Z FINISHED PRINTING LOG FILE of inductor/test_triton_kernels 1/1 (test/test-reports/inductor.test_triton_kernels_1.1_588ff2c51b30fb93_.log)
2024-07-12T17:22:03.2520778Z 
2024-07-12T17:22:03.2520934Z inductor/test_triton_kernels 1/1 failed!
2024-07-12T17:22:03.3970787Z Emiting td_test_failure_stats_v2
2024-07-12T17:22:04.6857594Z inductor/test_triton_kernels 1/1 failed!
2024-07-12T17:22:05.3432004Z 
2024-07-12T17:22:05.3432665Z real	84m39.846s
2024-07-12T17:22:05.3433585Z user	174m38.979s
2024-07-12T17:22:05.3434325Z sys	19m3.710s
2024-07-12T17:22:05.3434923Z + cleanup_workspace
2024-07-12T17:22:05.3436596Z + echo 'sudo may print the following warning message that can be ignored. The chown command will still run.'
2024-07-12T17:22:05.3439003Z sudo may print the following warning message that can be ignored. The chown command will still run.
2024-07-12T17:22:05.3439981Z + echo '    sudo: setrlimit(RLIMIT_STACK): Operation not permitted'
2024-07-12T17:22:05.3440627Z     sudo: setrlimit(RLIMIT_STACK): Operation not permitted
2024-07-12T17:22:05.3441431Z + echo 'For more details refer to https://github.com/sudo-project/sudo/issues/42'
2024-07-12T17:22:05.3442300Z For more details refer to https://github.com/sudo-project/sudo/issues/42
2024-07-12T17:22:05.3442999Z + sudo chown -R 1000 /var/lib/jenkins/workspace
2024-07-12T17:22:07.7950360Z ##[error]Process completed with exit code 1.
2024-07-12T17:22:07.8028660Z Prepare all required actions
2024-07-12T17:22:07.8029134Z Getting action download info
2024-07-12T17:22:07.9253474Z ##[group]Run ./.github/actions/pytest-cache-upload
2024-07-12T17:22:07.9253940Z with:
2024-07-12T17:22:07.9254235Z   cache_dir: .pytest_cache
2024-07-12T17:22:07.9254589Z   shard: 1
2024-07-12T17:22:07.9254936Z   sha: febadda107e5bfd78d32a276000a313b3b10f41b
2024-07-12T17:22:07.9255405Z   test_config: default
2024-07-12T17:22:07.9255863Z   job_identifier: trunk_linux-focal-cuda12.4-py3.10-gcc9-sm86
2024-07-12T17:22:07.9256364Z env:
2024-07-12T17:22:07.9256650Z   GIT_DEFAULT_BRANCH: main
2024-07-12T17:22:07.9257103Z   GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all
2024-07-12T17:22:07.9257837Z   DOCKER_CONTAINER_ID: fbf1c1ab90c0c78872d425c92ea93a85e03880aa463206469eee8227b6e00310
2024-07-12T17:22:07.9258482Z ##[endgroup]
2024-07-12T17:22:07.9299857Z ##[group]Run nick-fields/retry@3e91a01664abd3c5cd539100d10d33b9c5b68482
2024-07-12T17:22:07.9300422Z with:
2024-07-12T17:22:07.9300723Z   shell: bash
2024-07-12T17:22:07.9301015Z   timeout_minutes: 5
2024-07-12T17:22:07.9301352Z   max_attempts: 5
2024-07-12T17:22:07.9301660Z   retry_wait_seconds: 30
2024-07-12T17:22:07.9302104Z   command: set -eu
python3 -m pip install boto3==1.19.12

2024-07-12T17:22:07.9302615Z   polling_interval_seconds: 1
2024-07-12T17:22:07.9302988Z   warning_on_retry: true
2024-07-12T17:22:07.9303331Z   continue_on_error: false
2024-07-12T17:22:07.9303672Z env:
2024-07-12T17:22:07.9303946Z   GIT_DEFAULT_BRANCH: main
2024-07-12T17:22:07.9304383Z   GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all
2024-07-12T17:22:07.9305110Z   DOCKER_CONTAINER_ID: fbf1c1ab90c0c78872d425c92ea93a85e03880aa463206469eee8227b6e00310
2024-07-12T17:22:07.9305740Z ##[endgroup]
2024-07-12T17:22:08.2061385Z Defaulting to user installation because normal site-packages is not writeable
2024-07-12T17:22:09.4230663Z Collecting boto3==1.19.12
2024-07-12T17:22:09.4428641Z   Downloading boto3-1.19.12-py3-none-any.whl (131 kB)
2024-07-12T17:22:09.5038774Z Collecting s3transfer<0.6.0,>=0.5.0
2024-07-12T17:22:09.5082253Z   Downloading s3transfer-0.5.2-py3-none-any.whl (79 kB)
2024-07-12T17:22:09.5476655Z Collecting jmespath<1.0.0,>=0.7.1
2024-07-12T17:22:09.5530790Z   Downloading jmespath-0.10.0-py2.py3-none-any.whl (24 kB)
2024-07-12T17:22:10.9501837Z Collecting botocore<1.23.0,>=1.22.12
2024-07-12T17:22:10.9577375Z   Downloading botocore-1.22.12-py3-none-any.whl (8.1 MB)
2024-07-12T17:22:11.1378958Z Requirement already satisfied: urllib3<1.27,>=1.25.4 in /home/ec2-user/.local/lib/python3.7/site-packages (from botocore<1.23.0,>=1.22.12->boto3==1.19.12) (1.26.19)
2024-07-12T17:22:11.2008984Z Collecting python-dateutil<3.0.0,>=2.1
2024-07-12T17:22:11.2053238Z   Downloading python_dateutil-2.9.0.post0-py2.py3-none-any.whl (229 kB)
2024-07-12T17:22:11.2502633Z Collecting six>=1.5
2024-07-12T17:22:11.2545167Z   Downloading six-1.16.0-py2.py3-none-any.whl (11 kB)
2024-07-12T17:22:11.3262302Z Installing collected packages: six, python-dateutil, jmespath, botocore, s3transfer, boto3
2024-07-12T17:22:12.0185776Z Successfully installed boto3-1.19.12 botocore-1.22.12 jmespath-0.10.0 python-dateutil-2.9.0.post0 s3transfer-0.5.2 six-1.16.0
2024-07-12T17:22:12.9831502Z Command completed after 1 attempt(s).
2024-07-12T17:22:12.9876881Z ##[group]Run python3 .github/scripts/pytest_cache.py \
2024-07-12T17:22:12.9877474Z [36;1mpython3 .github/scripts/pytest_cache.py \[0m
2024-07-12T17:22:12.9878013Z [36;1m  --upload \[0m
2024-07-12T17:22:12.9878422Z [36;1m  --cache_dir $GITHUB_WORKSPACE/$CACHE_DIR \[0m
2024-07-12T17:22:12.9878919Z [36;1m  --pr_identifier $GITHUB_REF \[0m
2024-07-12T17:22:12.9879396Z [36;1m  --job_identifier $JOB_IDENTIFIER \[0m
2024-07-12T17:22:12.9879831Z [36;1m  --sha $SHA \[0m
2024-07-12T17:22:12.9880193Z [36;1m  --test_config $TEST_CONFIG \[0m
2024-07-12T17:22:12.9880601Z [36;1m  --shard $SHARD \[0m
2024-07-12T17:22:12.9880960Z [36;1m  --repo $REPO \[0m
2024-07-12T17:22:12.9881441Z [36;1m  --temp_dir $RUNNER_TEMP \[0m
2024-07-12T17:22:12.9967242Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0}
2024-07-12T17:22:12.9967953Z env:
2024-07-12T17:22:12.9968233Z   GIT_DEFAULT_BRANCH: main
2024-07-12T17:22:12.9968667Z   GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all
2024-07-12T17:22:12.9969389Z   DOCKER_CONTAINER_ID: fbf1c1ab90c0c78872d425c92ea93a85e03880aa463206469eee8227b6e00310
2024-07-12T17:22:12.9970033Z   CACHE_DIR: .pytest_cache
2024-07-12T17:22:12.9970758Z   JOB_IDENTIFIER: trunk_linux-focal-cuda12.4-py3.10-gcc9-sm86
2024-07-12T17:22:12.9971333Z   SHA: febadda107e5bfd78d32a276000a313b3b10f41b
2024-07-12T17:22:12.9971771Z   TEST_CONFIG: default
2024-07-12T17:22:12.9972076Z   SHARD: 1
2024-07-12T17:22:12.9972359Z   REPO: pytorch/pytorch
2024-07-12T17:22:12.9972682Z ##[endgroup]
2024-07-12T17:22:13.3166511Z PR identifier for `refs/heads/main` is `96e092540d6b3c4076e3d2bc6f1f9013`
2024-07-12T17:22:13.3169684Z Uploading cache with args Namespace(bucket=None, cache_dir='/home/ec2-user/actions-runner/_work/pytorch/pytorch/.pytest_cache', download=False, job_identifier='trunk_linux-focal-cuda12.4-py3.10-gcc9-sm86', pr_identifier='refs/heads/main', repo='pytorch/pytorch', sha='febadda107e5bfd78d32a276000a313b3b10f41b', shard='1', temp_dir='/home/ec2-user/actions-runner/_work/_temp', test_config='default', upload=True)
2024-07-12T17:22:13.3172344Z Zipping /home/ec2-user/actions-runner/_work/pytorch/pytorch/.pytest_cache
2024-07-12T17:22:13.3174056Z      to /home/ec2-user/actions-runner/_work/_temp/zip-upload/pytest_cache/pytorch/pytorch/96e092540d6b3c4076e3d2bc6f1f9013/trunk_linux-focal-cuda12_4-py3_10-gcc9-sm86/febadda107e5bfd78d32a276000a313b3b10f41b/default/1
2024-07-12T17:22:13.3176524Z Uploading /home/ec2-user/actions-runner/_work/_temp/zip-upload/pytest_cache/pytorch/pytorch/96e092540d6b3c4076e3d2bc6f1f9013/trunk_linux-focal-cuda12_4-py3_10-gcc9-sm86/febadda107e5bfd78d32a276000a313b3b10f41b/default/1.zip
2024-07-12T17:22:13.3178853Z        to s3://gha-artifacts/pytest_cache/pytorch/pytorch/96e092540d6b3c4076e3d2bc6f1f9013/trunk_linux-focal-cuda12_4-py3_10-gcc9-sm86/febadda107e5bfd78d32a276000a313b3b10f41b/default/1.zip
2024-07-12T17:22:13.3531120Z ##[group]Run cat test/**/*_toprint.log || true
2024-07-12T17:22:13.3531713Z [36;1mcat test/**/*_toprint.log || true[0m
2024-07-12T17:22:13.3539509Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0}
2024-07-12T17:22:13.3540011Z env:
2024-07-12T17:22:13.3540297Z   GIT_DEFAULT_BRANCH: main
2024-07-12T17:22:13.3540754Z   GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all
2024-07-12T17:22:13.3541501Z   DOCKER_CONTAINER_ID: fbf1c1ab90c0c78872d425c92ea93a85e03880aa463206469eee8227b6e00310
2024-07-12T17:22:13.3542293Z ##[endgroup]
2024-07-12T17:22:13.3605244Z Test results will be stored in test-reports/python-pytest/functorch.test_vmap/functorch.test_vmap-2a5a4bcb20eb2133.xml
2024-07-12T17:22:13.3606201Z ============================= test session starts ==============================
2024-07-12T17:22:13.3607090Z platform linux -- Python 3.10.14, pytest-7.3.2, pluggy-1.5.0 -- /opt/conda/envs/py_3.10/bin/python
2024-07-12T17:22:13.3607927Z cachedir: .pytest_cache
2024-07-12T17:22:13.3608831Z hypothesis profile 'pytorch_ci' -> database=None, max_examples=50, derandomize=True, suppress_health_check=[HealthCheck.too_slow]
2024-07-12T17:22:13.3609687Z rootdir: /var/lib/jenkins/workspace
2024-07-12T17:22:13.3610092Z configfile: pytest.ini
2024-07-12T17:22:13.3610971Z plugins: hypothesis-5.35.1, cpp-2.3.0, flakefinder-1.1.0, rerunfailures-14.0, xdist-3.3.1, xdoctest-1.1.0
2024-07-12T17:22:13.3611875Z collecting ... collected 2080 items
2024-07-12T17:22:13.3612354Z stepcurrent: Cannot find last run test, not skipping
2024-07-12T17:22:13.4780148Z Running 2080 items in this shard: test/functorch/test_vmap.py::TestVmapAPI::test_accepts_nested_inputs, test/functorch/test_vmap.py::TestVmapAPI::test_backward_unsupported_interaction, test/functorch/test_vmap.py::TestVmapAPI::test_batch_rule_does_not_need_to_handle_no_batched_input, test/functorch/test_vmap.py::TestVmapAPI::test_batched_gradient_basic, test/functorch/test_vmap.py::TestVmapAPI::test_constant_function, test/functorch/test_vmap.py::TestVmapAPI::test_data_attribute, test/functorch/test_vmap.py::TestVmapAPI::test_data_dependent_control_flow_throws, test/functorch/test_vmap.py::TestVmapAPI::test_decomposition_under_python_dispatcher, test/functorch/test_vmap.py::TestVmapAPI::test_different_map_dim_size_raises, test/functorch/test_vmap.py::TestVmapAPI::test_fallback_does_not_warn_by_default, test/functorch/test_vmap.py::TestVmapAPI::test_fallback_masked_fill, test/functorch/test_vmap.py::TestVmapAPI::test_fallback_multiple_returns, test/functorch/test_vmap.py::TestVmapAPI::test_fallback_warning, test/functorch/test_vmap.py::TestVmapAPI::test_fallback_warns_when_warnings_are_enabled, test/functorch/test_vmap.py::TestVmapAPI::test_fallback_with_undefined_grad, test/functorch/test_vmap.py::TestVmapAPI::test_fallback_zero_dim, test/functorch/test_vmap.py::TestVmapAPI::test_func_with_no_inputs, test/functorch/test_vmap.py::TestVmapAPI::test_func_with_no_tensors, test/functorch/test_vmap.py::TestVmapAPI::test_functools_partial, test/functorch/test_vmap.py::TestVmapAPI::test_grad_unsupported_interaction, test/functorch/test_vmap.py::TestVmapAPI::test_in_dim_not_in_tensor_err_msg, test/functorch/test_vmap.py::TestVmapAPI::test_in_dims_wrong_type_err_msg, test/functorch/test_vmap.py::TestVmapAPI::test_inplace_fallback_nary_different_levels, test/functorch/test_vmap.py::TestVmapAPI::test_inplace_fallback_nary_same_levels, test/functorch/test_vmap.py::TestVmapAPI::test_inplace_fallback_unary, test/functorch/test_vmap.py::TestVmapAPI::test_integer_in_dim_but_not_tensor_input_err_msg, test/functorch/test_vmap.py::TestVmapAPI::test_item_throws, test/functorch/test_vmap.py::TestVmapAPI::test_multiple_inputs, test/functorch/test_vmap.py::TestVmapAPI::test_multiple_out_dims, test/functorch/test_vmap.py::TestVmapAPI::test_multiple_outputs, test/functorch/test_vmap.py::TestVmapAPI::test_multiple_outputs2, test/functorch/test_vmap.py::TestVmapAPI::test_nested_negative_in_dims, test/functorch/test_vmap.py::TestVmapAPI::test_nested_non_default_in_dims, test/functorch/test_vmap.py::TestVmapAPI::test_nested_out_dims, test/functorch/test_vmap.py::TestVmapAPI::test_nested_with_diag_embed, test/functorch/test_vmap.py::TestVmapAPI::test_nested_with_different_map_dim, test/functorch/test_vmap.py::TestVmapAPI::test_nested_with_same_map_dim, test/functorch/test_vmap.py::TestVmapAPI::test_nn_module, test/functorch/test_vmap.py::TestVmapAPI::test_non_default_in_dims_out_dims,