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[Opt] the binary size of libcuvs is increasing when add .cu files #634

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rhdong opened this issue Jan 31, 2025 · 6 comments
Open

[Opt] the binary size of libcuvs is increasing when add .cu files #634

rhdong opened this issue Jan 31, 2025 · 6 comments
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@rhdong
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rhdong commented Jan 31, 2025 •
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I observed that multiple depulicated kernels were compiled while developing PR #618.

  • The binary size increases even when the call to cagra::build was removed from cagra::merge, which indicating that the issue of duplicated kernels exists across a wider range and possibly happens when including the file cagra.cuh or cagra.hpp in a new src/*.cu .

The incremental symbols after the PR #618:

< Base __cudaRegisterLinkedBinary_0bad977c_72_compute_distance_vpq_L2Expanded_int8_uint32_dim512_t32_8pq_4subd_half_cu_f77f5a7d_5643
< Base __cudaRegisterLinkedBinary_0bdc89a9_63_compute_distance_standard_L2Expanded_float_uint32_dim256_t16_cu_f77f5a7d_3626
< Base __cudaRegisterLinkedBinary_14b6edf8_62_compute_distance_standard_L2Expanded_int8_uint32_dim512_t32_cu_f77f5a7d_3683
< Base __cudaRegisterLinkedBinary_16c70bf1_64_compute_distance_standard_InnerProduct_int8_uint32_dim256_t16_cu_f77f5a7d_3675
< Base __cudaRegisterLinkedBinary_19e7b356_63_compute_distance_standard_InnerProduct_int8_uint32_dim128_t8_cu_f77f5a7d_3673
< Base __cudaRegisterLinkedBinary_22690673_33_search_single_cta_uint8_uint32_cu_f77f5a7d_7128
< Base __cudaRegisterLinkedBinary_2fe4f0ab_72_compute_distance_vpq_L2Expanded_int8_uint32_dim256_t16_8pq_2subd_half_cu_f77f5a7d_5627
< Base __cudaRegisterLinkedBinary_353026eb_62_compute_distance_standard_L2Expanded_half_uint32_dim256_t16_cu_f77f5a7d_3635
< Base __cudaRegisterLinkedBinary_36bf2ef4_31_search_multi_cta_half_uint32_cu_f77f5a7d_5692
< Base __cudaRegisterLinkedBinary_3741c0e2_64_compute_distance_standard_InnerProduct_half_uint32_dim512_t32_cu_f77f5a7d_3576
< Base __cudaRegisterLinkedBinary_37ad16a1_61_compute_distance_standard_L2Expanded_half_uint32_dim128_t8_cu_f77f5a7d_3630
< Base __cudaRegisterLinkedBinary_393bdb37_63_compute_distance_standard_L2Expanded_uint8_uint32_dim256_t16_cu_f77f5a7d_3681
< Base __cudaRegisterLinkedBinary_41b4a96c_72_compute_distance_vpq_L2Expanded_uint8_uint32_dim128_t8_8pq_4subd_half_cu_f77f5a7d_5662
< Base __cudaRegisterLinkedBinary_461ac610_21_cagra_search_uint8_cu_f77f5a7d_3687
< Base __cudaRegisterLinkedBinary_46e294db_64_compute_distance_standard_InnerProduct_uint8_uint32_dim128_t8_cu_f77f5a7d_3555
< Base __cudaRegisterLinkedBinary_4a33b5e2_72_compute_distance_vpq_L2Expanded_float_uint32_dim128_t8_8pq_4subd_half_cu_f77f5a7d_3665
< Base __cudaRegisterLinkedBinary_4b4971f3_65_compute_distance_standard_InnerProduct_uint8_uint32_dim512_t32_cu_f77f5a7d_3671
< Base __cudaRegisterLinkedBinary_505b2ce9_72_compute_distance_vpq_L2Expanded_half_uint32_dim256_t16_8pq_4subd_half_cu_f77f5a7d_5621
< Base __cudaRegisterLinkedBinary_5488f3ad_21_cagra_search_float_cu_f77f5a7d_3689
< Base __cudaRegisterLinkedBinary_56a70ec8_73_compute_distance_vpq_L2Expanded_float_uint32_dim512_t32_8pq_2subd_half_cu_f77f5a7d_5573
< Base __cudaRegisterLinkedBinary_5cac27f3_73_compute_distance_vpq_L2Expanded_uint8_uint32_dim512_t32_8pq_2subd_half_cu_f77f5a7d_5680
< Base __cudaRegisterLinkedBinary_5d852589_71_compute_distance_vpq_L2Expanded_half_uint32_dim128_t8_8pq_2subd_half_cu_f77f5a7d_5594
< Base __cudaRegisterLinkedBinary_66aa5569_33_search_single_cta_float_uint32_cu_f77f5a7d_5699
< Base __cudaRegisterLinkedBinary_67697925_71_compute_distance_vpq_L2Expanded_int8_uint32_dim128_t8_8pq_2subd_half_cu_f77f5a7d_5623
< Base __cudaRegisterLinkedBinary_6bdad738_32_search_single_cta_half_uint32_cu_f77f5a7d_5701
< Base __cudaRegisterLinkedBinary_72ee691f_73_compute_distance_vpq_L2Expanded_float_uint32_dim256_t16_8pq_4subd_half_cu_f77f5a7d_5563
< Base __cudaRegisterLinkedBinary_74124b3e_72_compute_distance_vpq_L2Expanded_half_uint32_dim512_t32_8pq_2subd_half_cu_f77f5a7d_5619
< Base __cudaRegisterLinkedBinary_78e54024_73_compute_distance_vpq_L2Expanded_uint8_uint32_dim256_t16_8pq_4subd_half_cu_f77f5a7d_5689
< Base __cudaRegisterLinkedBinary_79ae236d_65_compute_distance_standard_InnerProduct_float_uint32_dim512_t32_cu_f77f5a7d_3616
< Base __cudaRegisterLinkedBinary_79dce9f7_64_compute_distance_standard_InnerProduct_float_uint32_dim128_t8_cu_f77f5a7d_3542
< Base __cudaRegisterLinkedBinary_8591f14b_65_compute_distance_standard_InnerProduct_uint8_uint32_dim256_t16_cu_f77f5a7d_3580
< Base __cudaRegisterLinkedBinary_8a4bf26a_62_compute_distance_standard_L2Expanded_uint8_uint32_dim128_t8_cu_f77f5a7d_3677
< Base __cudaRegisterLinkedBinary_8f012f76_72_compute_distance_vpq_L2Expanded_int8_uint32_dim256_t16_8pq_4subd_half_cu_f77f5a7d_5653
< Base __cudaRegisterLinkedBinary_92bc3215_63_compute_distance_standard_InnerProduct_half_uint32_dim128_t8_cu_f77f5a7d_3564
< Base __cudaRegisterLinkedBinary_9353ec83_20_cagra_search_int8_cu_f77f5a7d_3685
< Base __cudaRegisterLinkedBinary_ab4848a1_72_compute_distance_vpq_L2Expanded_int8_uint32_dim512_t32_8pq_2subd_half_cu_f77f5a7d_5645
< Base __cudaRegisterLinkedBinary_ac1c7797_31_search_multi_cta_int8_uint32_cu_f77f5a7d_5695
< Base __cudaRegisterLinkedBinary_aefa97cb_19_compute_distance_cu_f77f5a7d_3505
< Base __cudaRegisterLinkedBinary_b0e6ed11_32_search_multi_cta_uint8_uint32_cu_f77f5a7d_5697
< Base __cudaRegisterLinkedBinary_b5758f46_62_compute_distance_standard_L2Expanded_float_uint32_dim128_t8_cu_f77f5a7d_3601
< Base __cudaRegisterLinkedBinary_b776a3d5_65_compute_distance_standard_InnerProduct_float_uint32_dim256_t16_cu_f77f5a7d_3606
< Base __cudaRegisterLinkedBinary_bcf697e2_61_compute_distance_standard_L2Expanded_int8_uint32_dim128_t8_cu_f77f5a7d_3639
< Base __cudaRegisterLinkedBinary_bf30f130_20_cagra_search_half_cu_f77f5a7d_3691
< Base __cudaRegisterLinkedBinary_c5040911_63_compute_distance_standard_L2Expanded_float_uint32_dim512_t32_cu_f77f5a7d_3680
< Base __cudaRegisterLinkedBinary_c78ca6f8_71_compute_distance_vpq_L2Expanded_int8_uint32_dim128_t8_8pq_4subd_half_cu_f77f5a7d_5641
< Base __cudaRegisterLinkedBinary_d20bb6c2_73_compute_distance_vpq_L2Expanded_float_uint32_dim256_t16_8pq_2subd_half_cu_f77f5a7d_3597
< Base __cudaRegisterLinkedBinary_d4f794e3_72_compute_distance_vpq_L2Expanded_half_uint32_dim512_t32_8pq_4subd_half_cu_f77f5a7d_5628
< Base __cudaRegisterLinkedBinary_d8009ff9_73_compute_distance_vpq_L2Expanded_uint8_uint32_dim256_t16_8pq_2subd_half_cu_f77f5a7d_5677
< Base __cudaRegisterLinkedBinary_d81f8b49_64_compute_distance_standard_InnerProduct_int8_uint32_dim512_t32_cu_f77f5a7d_3669
< Base __cudaRegisterLinkedBinary_da6e6d40_62_compute_distance_standard_L2Expanded_int8_uint32_dim256_t16_cu_f77f5a7d_3624
< Base __cudaRegisterLinkedBinary_e15176b1_72_compute_distance_vpq_L2Expanded_uint8_uint32_dim128_t8_8pq_2subd_half_cu_f77f5a7d_5664
< Base __cudaRegisterLinkedBinary_ead66a3f_72_compute_distance_vpq_L2Expanded_float_uint32_dim128_t8_8pq_2subd_half_cu_f77f5a7d_3667
< Base __cudaRegisterLinkedBinary_f0bef334_72_compute_distance_vpq_L2Expanded_half_uint32_dim256_t16_8pq_2subd_half_cu_f77f5a7d_5611
< Base __cudaRegisterLinkedBinary_f1798e5b_32_search_single_cta_int8_uint32_cu_f77f5a7d_5703
< Base __cudaRegisterLinkedBinary_f425be0b_32_search_multi_cta_float_uint32_cu_f77f5a7d_5693
< Base __cudaRegisterLinkedBinary_f642d115_73_compute_distance_vpq_L2Expanded_float_uint32_dim512_t32_8pq_4subd_half_cu_f77f5a7d_5583
< Base __cudaRegisterLinkedBinary_f7e35b8f_63_compute_distance_standard_L2Expanded_uint8_uint32_dim512_t32_cu_f77f5a7d_3588
< Base __cudaRegisterLinkedBinary_f999405a_64_compute_distance_standard_InnerProduct_half_uint32_dim256_t16_cu_f77f5a7d_3637
< Base __cudaRegisterLinkedBinary_fbe8a653_62_compute_distance_standard_L2Expanded_half_uint32_dim512_t32_cu_f77f5a7d_3613
< Base __cudaRegisterLinkedBinary_fc49f82e_73_compute_distance_vpq_L2Expanded_uint8_uint32_dim512_t32_8pq_4subd_half_cu_f77f5a7d_5687
< Base __cudaRegisterLinkedBinary_fd60fa54_71_compute_distance_vpq_L2Expanded_half_uint32_dim128_t8_8pq_4subd_half_cu_f77f5a7d_5603
---
> Base __cudaRegisterLinkedBinary_0bad977c_72_compute_distance_vpq_L2Expanded_int8_uint32_dim512_t32_8pq_4subd_half_cu_c6ca332b_5704
> Base __cudaRegisterLinkedBinary_0bdc89a9_63_compute_distance_standard_L2Expanded_float_uint32_dim256_t16_cu_c6ca332b_3707
> Base __cudaRegisterLinkedBinary_14b6edf8_62_compute_distance_standard_L2Expanded_int8_uint32_dim512_t32_cu_c6ca332b_3709
> Base __cudaRegisterLinkedBinary_16c70bf1_64_compute_distance_standard_InnerProduct_int8_uint32_dim256_t16_cu_c6ca332b_3658
> Base __cudaRegisterLinkedBinary_19e7b356_63_compute_distance_standard_InnerProduct_int8_uint32_dim128_t8_cu_c6ca332b_3662
> Base __cudaRegisterLinkedBinary_22690673_33_search_single_cta_uint8_uint32_cu_c6ca332b_7168
> Base __cudaRegisterLinkedBinary_2fe4f0ab_72_compute_distance_vpq_L2Expanded_int8_uint32_dim256_t16_8pq_2subd_half_cu_c6ca332b_5667
> Base __cudaRegisterLinkedBinary_353026eb_62_compute_distance_standard_L2Expanded_half_uint32_dim256_t16_cu_c6ca332b_3705
> Base __cudaRegisterLinkedBinary_36bf2ef4_31_search_multi_cta_half_uint32_cu_c6ca332b_5731
> Base __cudaRegisterLinkedBinary_3741c0e2_64_compute_distance_standard_InnerProduct_half_uint32_dim512_t32_cu_c6ca332b_3631
> Base __cudaRegisterLinkedBinary_37ad16a1_61_compute_distance_standard_L2Expanded_half_uint32_dim128_t8_cu_c6ca332b_3711
> Base __cudaRegisterLinkedBinary_393bdb37_63_compute_distance_standard_L2Expanded_uint8_uint32_dim256_t16_cu_c6ca332b_3719
> Base __cudaRegisterLinkedBinary_41b4a96c_72_compute_distance_vpq_L2Expanded_uint8_uint32_dim128_t8_8pq_4subd_half_cu_c6ca332b_5692
> Base __cudaRegisterLinkedBinary_461ac610_21_cagra_search_uint8_cu_c6ca332b_3723
> Base __cudaRegisterLinkedBinary_46e294db_64_compute_distance_standard_InnerProduct_uint8_uint32_dim128_t8_cu_c6ca332b_3602
> Base __cudaRegisterLinkedBinary_4a33b5e2_72_compute_distance_vpq_L2Expanded_float_uint32_dim128_t8_8pq_4subd_half_cu_c6ca332b_3715
> Base __cudaRegisterLinkedBinary_4b4971f3_65_compute_distance_standard_InnerProduct_uint8_uint32_dim512_t32_cu_c6ca332b_3611
> Base __cudaRegisterLinkedBinary_505b2ce9_72_compute_distance_vpq_L2Expanded_half_uint32_dim256_t16_8pq_4subd_half_cu_c6ca332b_5643
> Base __cudaRegisterLinkedBinary_5488f3ad_21_cagra_search_float_cu_c6ca332b_3727
> Base __cudaRegisterLinkedBinary_56a70ec8_73_compute_distance_vpq_L2Expanded_float_uint32_dim512_t32_8pq_2subd_half_cu_c6ca332b_5610
> Base __cudaRegisterLinkedBinary_5cac27f3_73_compute_distance_vpq_L2Expanded_uint8_uint32_dim512_t32_8pq_2subd_half_cu_c6ca332b_5717
> Base __cudaRegisterLinkedBinary_5d852589_71_compute_distance_vpq_L2Expanded_half_uint32_dim128_t8_8pq_2subd_half_cu_c6ca332b_5635
> Base __cudaRegisterLinkedBinary_66aa5569_33_search_single_cta_float_uint32_cu_c6ca332b_5735
> Base __cudaRegisterLinkedBinary_67697925_71_compute_distance_vpq_L2Expanded_int8_uint32_dim128_t8_8pq_2subd_half_cu_c6ca332b_5685
> Base __cudaRegisterLinkedBinary_6bdad738_32_search_single_cta_half_uint32_cu_c6ca332b_5737
> Base __cudaRegisterLinkedBinary_72ee691f_73_compute_distance_vpq_L2Expanded_float_uint32_dim256_t16_8pq_4subd_half_cu_c6ca332b_5618
> Base __cudaRegisterLinkedBinary_74124b3e_72_compute_distance_vpq_L2Expanded_half_uint32_dim512_t32_8pq_2subd_half_cu_c6ca332b_5669
> Base __cudaRegisterLinkedBinary_78e54024_73_compute_distance_vpq_L2Expanded_uint8_uint32_dim256_t16_8pq_4subd_half_cu_c6ca332b_5709
> Base __cudaRegisterLinkedBinary_79ae236d_65_compute_distance_standard_InnerProduct_float_uint32_dim512_t32_cu_c6ca332b_3698
> Base __cudaRegisterLinkedBinary_79dce9f7_64_compute_distance_standard_InnerProduct_float_uint32_dim128_t8_cu_c6ca332b_3650
> Base __cudaRegisterLinkedBinary_8591f14b_65_compute_distance_standard_InnerProduct_uint8_uint32_dim256_t16_cu_c6ca332b_3628
> Base __cudaRegisterLinkedBinary_8a4bf26a_62_compute_distance_standard_L2Expanded_uint8_uint32_dim128_t8_cu_c6ca332b_3667
> Base __cudaRegisterLinkedBinary_8f012f76_72_compute_distance_vpq_L2Expanded_int8_uint32_dim256_t16_8pq_4subd_half_cu_c6ca332b_5687
> Base __cudaRegisterLinkedBinary_92bc3215_63_compute_distance_standard_InnerProduct_half_uint32_dim128_t8_cu_c6ca332b_3681
> Base __cudaRegisterLinkedBinary_9353ec83_20_cagra_search_int8_cu_c6ca332b_3725
> Base __cudaRegisterLinkedBinary_ab4848a1_72_compute_distance_vpq_L2Expanded_int8_uint32_dim512_t32_8pq_2subd_half_cu_c6ca332b_5683
> Base __cudaRegisterLinkedBinary_ac1c7797_31_search_multi_cta_int8_uint32_cu_c6ca332b_5729
> Base __cudaRegisterLinkedBinary_aefa97cb_19_compute_distance_cu_c6ca332b_3574
> Base __cudaRegisterLinkedBinary_b0e6ed11_32_search_multi_cta_uint8_uint32_cu_c6ca332b_5733
> Base __cudaRegisterLinkedBinary_b5758f46_62_compute_distance_standard_L2Expanded_float_uint32_dim128_t8_cu_c6ca332b_3626
> Base __cudaRegisterLinkedBinary_b776a3d5_65_compute_distance_standard_InnerProduct_float_uint32_dim256_t16_cu_c6ca332b_3600
> Base __cudaRegisterLinkedBinary_bcf697e2_61_compute_distance_standard_L2Expanded_int8_uint32_dim128_t8_cu_c6ca332b_3671
> Base __cudaRegisterLinkedBinary_bf30f130_20_cagra_search_half_cu_c6ca332b_3729
> Base __cudaRegisterLinkedBinary_c5040911_63_compute_distance_standard_L2Expanded_float_uint32_dim512_t32_cu_c6ca332b_3571
> Base __cudaRegisterLinkedBinary_c78ca6f8_71_compute_distance_vpq_L2Expanded_int8_uint32_dim128_t8_8pq_4subd_half_cu_c6ca332b_5659
> Base __cudaRegisterLinkedBinary_d20bb6c2_73_compute_distance_vpq_L2Expanded_float_uint32_dim256_t16_8pq_2subd_half_cu_c6ca332b_3717
> Base __cudaRegisterLinkedBinary_d4f794e3_72_compute_distance_vpq_L2Expanded_half_uint32_dim512_t32_8pq_4subd_half_cu_c6ca332b_5653
> Base __cudaRegisterLinkedBinary_d8009ff9_73_compute_distance_vpq_L2Expanded_uint8_uint32_dim256_t16_8pq_2subd_half_cu_c6ca332b_5707
> Base __cudaRegisterLinkedBinary_d81f8b49_64_compute_distance_standard_InnerProduct_int8_uint32_dim512_t32_cu_c6ca332b_3606
> Base __cudaRegisterLinkedBinary_da6e6d40_62_compute_distance_standard_L2Expanded_int8_uint32_dim256_t16_cu_c6ca332b_3669
> Base __cudaRegisterLinkedBinary_e15176b1_72_compute_distance_vpq_L2Expanded_uint8_uint32_dim128_t8_8pq_2subd_half_cu_c6ca332b_5689
> Base __cudaRegisterLinkedBinary_ead66a3f_72_compute_distance_vpq_L2Expanded_float_uint32_dim128_t8_8pq_2subd_half_cu_c6ca332b_3721
> Base __cudaRegisterLinkedBinary_f0bef334_72_compute_distance_vpq_L2Expanded_half_uint32_dim256_t16_8pq_2subd_half_cu_c6ca332b_5629
> Base __cudaRegisterLinkedBinary_f1798e5b_32_search_single_cta_int8_uint32_cu_c6ca332b_5739
> Base __cudaRegisterLinkedBinary_f425be0b_32_search_multi_cta_float_uint32_cu_c6ca332b_5727
> Base __cudaRegisterLinkedBinary_f642d115_73_compute_distance_vpq_L2Expanded_float_uint32_dim512_t32_8pq_4subd_half_cu_c6ca332b_5634
> Base __cudaRegisterLinkedBinary_f7e35b8f_63_compute_distance_standard_L2Expanded_uint8_uint32_dim512_t32_cu_c6ca332b_3713
> Base __cudaRegisterLinkedBinary_f999405a_64_compute_distance_standard_InnerProduct_half_uint32_dim256_t16_cu_c6ca332b_3683
> Base __cudaRegisterLinkedBinary_fbe8a653_62_compute_distance_standard_L2Expanded_half_uint32_dim512_t32_cu_c6ca332b_3674
> Base __cudaRegisterLinkedBinary_fc49f82e_73_compute_distance_vpq_L2Expanded_uint8_uint32_dim512_t32_8pq_4subd_half_cu_c6ca332b_5719
> Base __cudaRegisterLinkedBinary_fd60fa54_71_compute_distance_vpq_L2Expanded_half_uint32_dim128_t8_8pq_4subd_half_cu_c6ca332b_5626
194,254c194,254
< Base __fatbinwrap_0bad977c_72_compute_distance_vpq_L2Expanded_int8_uint32_dim512_t32_8pq_4subd_half_cu_f77f5a7d_5643
< Base __fatbinwrap_0bdc89a9_63_compute_distance_standard_L2Expanded_float_uint32_dim256_t16_cu_f77f5a7d_3626
< Base __fatbinwrap_14b6edf8_62_compute_distance_standard_L2Expanded_int8_uint32_dim512_t32_cu_f77f5a7d_3683
< Base __fatbinwrap_16c70bf1_64_compute_distance_standard_InnerProduct_int8_uint32_dim256_t16_cu_f77f5a7d_3675
< Base __fatbinwrap_19e7b356_63_compute_distance_standard_InnerProduct_int8_uint32_dim128_t8_cu_f77f5a7d_3673
< Base __fatbinwrap_22690673_33_search_single_cta_uint8_uint32_cu_f77f5a7d_7128
< Base __fatbinwrap_2fe4f0ab_72_compute_distance_vpq_L2Expanded_int8_uint32_dim256_t16_8pq_2subd_half_cu_f77f5a7d_5627
< Base __fatbinwrap_353026eb_62_compute_distance_standard_L2Expanded_half_uint32_dim256_t16_cu_f77f5a7d_3635
< Base __fatbinwrap_36bf2ef4_31_search_multi_cta_half_uint32_cu_f77f5a7d_5692
< Base __fatbinwrap_3741c0e2_64_compute_distance_standard_InnerProduct_half_uint32_dim512_t32_cu_f77f5a7d_3576
< Base __fatbinwrap_37ad16a1_61_compute_distance_standard_L2Expanded_half_uint32_dim128_t8_cu_f77f5a7d_3630
< Base __fatbinwrap_393bdb37_63_compute_distance_standard_L2Expanded_uint8_uint32_dim256_t16_cu_f77f5a7d_3681
< Base __fatbinwrap_41b4a96c_72_compute_distance_vpq_L2Expanded_uint8_uint32_dim128_t8_8pq_4subd_half_cu_f77f5a7d_5662
< Base __fatbinwrap_461ac610_21_cagra_search_uint8_cu_f77f5a7d_3687
< Base __fatbinwrap_46e294db_64_compute_distance_standard_InnerProduct_uint8_uint32_dim128_t8_cu_f77f5a7d_3555
< Base __fatbinwrap_4a33b5e2_72_compute_distance_vpq_L2Expanded_float_uint32_dim128_t8_8pq_4subd_half_cu_f77f5a7d_3665
< Base __fatbinwrap_4b4971f3_65_compute_distance_standard_InnerProduct_uint8_uint32_dim512_t32_cu_f77f5a7d_3671
< Base __fatbinwrap_505b2ce9_72_compute_distance_vpq_L2Expanded_half_uint32_dim256_t16_8pq_4subd_half_cu_f77f5a7d_5621
< Base __fatbinwrap_5488f3ad_21_cagra_search_float_cu_f77f5a7d_3689
< Base __fatbinwrap_56a70ec8_73_compute_distance_vpq_L2Expanded_float_uint32_dim512_t32_8pq_2subd_half_cu_f77f5a7d_5573
< Base __fatbinwrap_5cac27f3_73_compute_distance_vpq_L2Expanded_uint8_uint32_dim512_t32_8pq_2subd_half_cu_f77f5a7d_5680
< Base __fatbinwrap_5d852589_71_compute_distance_vpq_L2Expanded_half_uint32_dim128_t8_8pq_2subd_half_cu_f77f5a7d_5594
< Base __fatbinwrap_66aa5569_33_search_single_cta_float_uint32_cu_f77f5a7d_5699
< Base __fatbinwrap_67697925_71_compute_distance_vpq_L2Expanded_int8_uint32_dim128_t8_8pq_2subd_half_cu_f77f5a7d_5623
< Base __fatbinwrap_6bdad738_32_search_single_cta_half_uint32_cu_f77f5a7d_5701
< Base __fatbinwrap_72ee691f_73_compute_distance_vpq_L2Expanded_float_uint32_dim256_t16_8pq_4subd_half_cu_f77f5a7d_5563
< Base __fatbinwrap_74124b3e_72_compute_distance_vpq_L2Expanded_half_uint32_dim512_t32_8pq_2subd_half_cu_f77f5a7d_5619
< Base __fatbinwrap_78e54024_73_compute_distance_vpq_L2Expanded_uint8_uint32_dim256_t16_8pq_4subd_half_cu_f77f5a7d_5689
< Base __fatbinwrap_79ae236d_65_compute_distance_standard_InnerProduct_float_uint32_dim512_t32_cu_f77f5a7d_3616
< Base __fatbinwrap_79dce9f7_64_compute_distance_standard_InnerProduct_float_uint32_dim128_t8_cu_f77f5a7d_3542
< Base __fatbinwrap_8591f14b_65_compute_distance_standard_InnerProduct_uint8_uint32_dim256_t16_cu_f77f5a7d_3580
< Base __fatbinwrap_8a4bf26a_62_compute_distance_standard_L2Expanded_uint8_uint32_dim128_t8_cu_f77f5a7d_3677
< Base __fatbinwrap_8f012f76_72_compute_distance_vpq_L2Expanded_int8_uint32_dim256_t16_8pq_4subd_half_cu_f77f5a7d_5653
< Base __fatbinwrap_92bc3215_63_compute_distance_standard_InnerProduct_half_uint32_dim128_t8_cu_f77f5a7d_3564
< Base __fatbinwrap_9353ec83_20_cagra_search_int8_cu_f77f5a7d_3685
< Base __fatbinwrap_ab4848a1_72_compute_distance_vpq_L2Expanded_int8_uint32_dim512_t32_8pq_2subd_half_cu_f77f5a7d_5645
< Base __fatbinwrap_ac1c7797_31_search_multi_cta_int8_uint32_cu_f77f5a7d_5695
< Base __fatbinwrap_aefa97cb_19_compute_distance_cu_f77f5a7d_3505
< Base __fatbinwrap_b0e6ed11_32_search_multi_cta_uint8_uint32_cu_f77f5a7d_5697
< Base __fatbinwrap_b5758f46_62_compute_distance_standard_L2Expanded_float_uint32_dim128_t8_cu_f77f5a7d_3601
< Base __fatbinwrap_b776a3d5_65_compute_distance_standard_InnerProduct_float_uint32_dim256_t16_cu_f77f5a7d_3606
< Base __fatbinwrap_bcf697e2_61_compute_distance_standard_L2Expanded_int8_uint32_dim128_t8_cu_f77f5a7d_3639
< Base __fatbinwrap_bf30f130_20_cagra_search_half_cu_f77f5a7d_3691
< Base __fatbinwrap_c5040911_63_compute_distance_standard_L2Expanded_float_uint32_dim512_t32_cu_f77f5a7d_3680
< Base __fatbinwrap_c78ca6f8_71_compute_distance_vpq_L2Expanded_int8_uint32_dim128_t8_8pq_4subd_half_cu_f77f5a7d_5641
< Base __fatbinwrap_d20bb6c2_73_compute_distance_vpq_L2Expanded_float_uint32_dim256_t16_8pq_2subd_half_cu_f77f5a7d_3597
< Base __fatbinwrap_d4f794e3_72_compute_distance_vpq_L2Expanded_half_uint32_dim512_t32_8pq_4subd_half_cu_f77f5a7d_5628
< Base __fatbinwrap_d8009ff9_73_compute_distance_vpq_L2Expanded_uint8_uint32_dim256_t16_8pq_2subd_half_cu_f77f5a7d_5677
< Base __fatbinwrap_d81f8b49_64_compute_distance_standard_InnerProduct_int8_uint32_dim512_t32_cu_f77f5a7d_3669
< Base __fatbinwrap_da6e6d40_62_compute_distance_standard_L2Expanded_int8_uint32_dim256_t16_cu_f77f5a7d_3624
< Base __fatbinwrap_e15176b1_72_compute_distance_vpq_L2Expanded_uint8_uint32_dim128_t8_8pq_2subd_half_cu_f77f5a7d_5664
< Base __fatbinwrap_ead66a3f_72_compute_distance_vpq_L2Expanded_float_uint32_dim128_t8_8pq_2subd_half_cu_f77f5a7d_3667
< Base __fatbinwrap_f0bef334_72_compute_distance_vpq_L2Expanded_half_uint32_dim256_t16_8pq_2subd_half_cu_f77f5a7d_5611
< Base __fatbinwrap_f1798e5b_32_search_single_cta_int8_uint32_cu_f77f5a7d_5703
< Base __fatbinwrap_f425be0b_32_search_multi_cta_float_uint32_cu_f77f5a7d_5693
< Base __fatbinwrap_f642d115_73_compute_distance_vpq_L2Expanded_float_uint32_dim512_t32_8pq_4subd_half_cu_f77f5a7d_5583
< Base __fatbinwrap_f7e35b8f_63_compute_distance_standard_L2Expanded_uint8_uint32_dim512_t32_cu_f77f5a7d_3588
< Base __fatbinwrap_f999405a_64_compute_distance_standard_InnerProduct_half_uint32_dim256_t16_cu_f77f5a7d_3637
< Base __fatbinwrap_fbe8a653_62_compute_distance_standard_L2Expanded_half_uint32_dim512_t32_cu_f77f5a7d_3613
< Base __fatbinwrap_fc49f82e_73_compute_distance_vpq_L2Expanded_uint8_uint32_dim512_t32_8pq_4subd_half_cu_f77f5a7d_5687
< Base __fatbinwrap_fd60fa54_71_compute_distance_vpq_L2Expanded_half_uint32_dim128_t8_8pq_4subd_half_cu_f77f5a7d_5603
---
> Base __fatbinwrap_0bad977c_72_compute_distance_vpq_L2Expanded_int8_uint32_dim512_t32_8pq_4subd_half_cu_c6ca332b_5704
> Base __fatbinwrap_0bdc89a9_63_compute_distance_standard_L2Expanded_float_uint32_dim256_t16_cu_c6ca332b_3707
> Base __fatbinwrap_14b6edf8_62_compute_distance_standard_L2Expanded_int8_uint32_dim512_t32_cu_c6ca332b_3709
> Base __fatbinwrap_16c70bf1_64_compute_distance_standard_InnerProduct_int8_uint32_dim256_t16_cu_c6ca332b_3658
> Base __fatbinwrap_19e7b356_63_compute_distance_standard_InnerProduct_int8_uint32_dim128_t8_cu_c6ca332b_3662
> Base __fatbinwrap_22690673_33_search_single_cta_uint8_uint32_cu_c6ca332b_7168
> Base __fatbinwrap_2fe4f0ab_72_compute_distance_vpq_L2Expanded_int8_uint32_dim256_t16_8pq_2subd_half_cu_c6ca332b_5667
> Base __fatbinwrap_353026eb_62_compute_distance_standard_L2Expanded_half_uint32_dim256_t16_cu_c6ca332b_3705
> Base __fatbinwrap_36bf2ef4_31_search_multi_cta_half_uint32_cu_c6ca332b_5731
> Base __fatbinwrap_3741c0e2_64_compute_distance_standard_InnerProduct_half_uint32_dim512_t32_cu_c6ca332b_3631
> Base __fatbinwrap_37ad16a1_61_compute_distance_standard_L2Expanded_half_uint32_dim128_t8_cu_c6ca332b_3711
> Base __fatbinwrap_393bdb37_63_compute_distance_standard_L2Expanded_uint8_uint32_dim256_t16_cu_c6ca332b_3719
> Base __fatbinwrap_41b4a96c_72_compute_distance_vpq_L2Expanded_uint8_uint32_dim128_t8_8pq_4subd_half_cu_c6ca332b_5692
> Base __fatbinwrap_461ac610_21_cagra_search_uint8_cu_c6ca332b_3723
> Base __fatbinwrap_46e294db_64_compute_distance_standard_InnerProduct_uint8_uint32_dim128_t8_cu_c6ca332b_3602
> Base __fatbinwrap_4a33b5e2_72_compute_distance_vpq_L2Expanded_float_uint32_dim128_t8_8pq_4subd_half_cu_c6ca332b_3715
> Base __fatbinwrap_4b4971f3_65_compute_distance_standard_InnerProduct_uint8_uint32_dim512_t32_cu_c6ca332b_3611
> Base __fatbinwrap_505b2ce9_72_compute_distance_vpq_L2Expanded_half_uint32_dim256_t16_8pq_4subd_half_cu_c6ca332b_5643
> Base __fatbinwrap_5488f3ad_21_cagra_search_float_cu_c6ca332b_3727
> Base __fatbinwrap_56a70ec8_73_compute_distance_vpq_L2Expanded_float_uint32_dim512_t32_8pq_2subd_half_cu_c6ca332b_5610
> Base __fatbinwrap_5cac27f3_73_compute_distance_vpq_L2Expanded_uint8_uint32_dim512_t32_8pq_2subd_half_cu_c6ca332b_5717
> Base __fatbinwrap_5d852589_71_compute_distance_vpq_L2Expanded_half_uint32_dim128_t8_8pq_2subd_half_cu_c6ca332b_5635
> Base __fatbinwrap_66aa5569_33_search_single_cta_float_uint32_cu_c6ca332b_5735
> Base __fatbinwrap_67697925_71_compute_distance_vpq_L2Expanded_int8_uint32_dim128_t8_8pq_2subd_half_cu_c6ca332b_5685
> Base __fatbinwrap_6bdad738_32_search_single_cta_half_uint32_cu_c6ca332b_5737
> Base __fatbinwrap_72ee691f_73_compute_distance_vpq_L2Expanded_float_uint32_dim256_t16_8pq_4subd_half_cu_c6ca332b_5618
> Base __fatbinwrap_74124b3e_72_compute_distance_vpq_L2Expanded_half_uint32_dim512_t32_8pq_2subd_half_cu_c6ca332b_5669
> Base __fatbinwrap_78e54024_73_compute_distance_vpq_L2Expanded_uint8_uint32_dim256_t16_8pq_4subd_half_cu_c6ca332b_5709
> Base __fatbinwrap_79ae236d_65_compute_distance_standard_InnerProduct_float_uint32_dim512_t32_cu_c6ca332b_3698
> Base __fatbinwrap_79dce9f7_64_compute_distance_standard_InnerProduct_float_uint32_dim128_t8_cu_c6ca332b_3650
> Base __fatbinwrap_8591f14b_65_compute_distance_standard_InnerProduct_uint8_uint32_dim256_t16_cu_c6ca332b_3628
> Base __fatbinwrap_8a4bf26a_62_compute_distance_standard_L2Expanded_uint8_uint32_dim128_t8_cu_c6ca332b_3667
> Base __fatbinwrap_8f012f76_72_compute_distance_vpq_L2Expanded_int8_uint32_dim256_t16_8pq_4subd_half_cu_c6ca332b_5687
> Base __fatbinwrap_92bc3215_63_compute_distance_standard_InnerProduct_half_uint32_dim128_t8_cu_c6ca332b_3681
> Base __fatbinwrap_9353ec83_20_cagra_search_int8_cu_c6ca332b_3725
> Base __fatbinwrap_ab4848a1_72_compute_distance_vpq_L2Expanded_int8_uint32_dim512_t32_8pq_2subd_half_cu_c6ca332b_5683
> Base __fatbinwrap_ac1c7797_31_search_multi_cta_int8_uint32_cu_c6ca332b_5729
> Base __fatbinwrap_aefa97cb_19_compute_distance_cu_c6ca332b_3574
> Base __fatbinwrap_b0e6ed11_32_search_multi_cta_uint8_uint32_cu_c6ca332b_5733
> Base __fatbinwrap_b5758f46_62_compute_distance_standard_L2Expanded_float_uint32_dim128_t8_cu_c6ca332b_3626
> Base __fatbinwrap_b776a3d5_65_compute_distance_standard_InnerProduct_float_uint32_dim256_t16_cu_c6ca332b_3600
> Base __fatbinwrap_bcf697e2_61_compute_distance_standard_L2Expanded_int8_uint32_dim128_t8_cu_c6ca332b_3671
> Base __fatbinwrap_bf30f130_20_cagra_search_half_cu_c6ca332b_3729
> Base __fatbinwrap_c5040911_63_compute_distance_standard_L2Expanded_float_uint32_dim512_t32_cu_c6ca332b_3571
> Base __fatbinwrap_c78ca6f8_71_compute_distance_vpq_L2Expanded_int8_uint32_dim128_t8_8pq_4subd_half_cu_c6ca332b_5659
> Base __fatbinwrap_d20bb6c2_73_compute_distance_vpq_L2Expanded_float_uint32_dim256_t16_8pq_2subd_half_cu_c6ca332b_3717
> Base __fatbinwrap_d4f794e3_72_compute_distance_vpq_L2Expanded_half_uint32_dim512_t32_8pq_4subd_half_cu_c6ca332b_5653
> Base __fatbinwrap_d8009ff9_73_compute_distance_vpq_L2Expanded_uint8_uint32_dim256_t16_8pq_2subd_half_cu_c6ca332b_5707
> Base __fatbinwrap_d81f8b49_64_compute_distance_standard_InnerProduct_int8_uint32_dim512_t32_cu_c6ca332b_3606
> Base __fatbinwrap_da6e6d40_62_compute_distance_standard_L2Expanded_int8_uint32_dim256_t16_cu_c6ca332b_3669
> Base __fatbinwrap_e15176b1_72_compute_distance_vpq_L2Expanded_uint8_uint32_dim128_t8_8pq_2subd_half_cu_c6ca332b_5689
> Base __fatbinwrap_ead66a3f_72_compute_distance_vpq_L2Expanded_float_uint32_dim128_t8_8pq_2subd_half_cu_c6ca332b_3721
> Base __fatbinwrap_f0bef334_72_compute_distance_vpq_L2Expanded_half_uint32_dim256_t16_8pq_2subd_half_cu_c6ca332b_5629
> Base __fatbinwrap_f1798e5b_32_search_single_cta_int8_uint32_cu_c6ca332b_5739
> Base __fatbinwrap_f425be0b_32_search_multi_cta_float_uint32_cu_c6ca332b_5727
> Base __fatbinwrap_f642d115_73_compute_distance_vpq_L2Expanded_float_uint32_dim512_t32_8pq_4subd_half_cu_c6ca332b_5634
> Base __fatbinwrap_f7e35b8f_63_compute_distance_standard_L2Expanded_uint8_uint32_dim512_t32_cu_c6ca332b_3713
> Base __fatbinwrap_f999405a_64_compute_distance_standard_InnerProduct_half_uint32_dim256_t16_cu_c6ca332b_3683
> Base __fatbinwrap_fbe8a653_62_compute_distance_standard_L2Expanded_half_uint32_dim512_t32_cu_c6ca332b_3674
> Base __fatbinwrap_fc49f82e_73_compute_distance_vpq_L2Expanded_uint8_uint32_dim512_t32_8pq_4subd_half_cu_c6ca332b_5719
> Base __fatbinwrap_fd60fa54_71_compute_distance_vpq_L2Expanded_half_uint32_dim128_t8_8pq_4subd_half_cu_c6ca332b_5626
943,988c943,988
< Base _ZN4cuda3std3__4100_GLOBAL__N__14b6edf8_62_compute_distance_standard_L2Expanded_int8_uint32_dim512_t32_cu_f77f5a7d_36836ignoreE
< Base _ZN4cuda3std3__4100_GLOBAL__N__353026eb_62_compute_distance_standard_L2Expanded_half_uint32_dim256_t16_cu_f77f5a7d_36356ignoreE
< Base _ZN4cuda3std3__4100_GLOBAL__N__8a4bf26a_62_compute_distance_standard_L2Expanded_uint8_uint32_dim128_t8_cu_f77f5a7d_36776ignoreE
< Base _ZN4cuda3std3__4100_GLOBAL__N__b5758f46_62_compute_distance_standard_L2Expanded_float_uint32_dim128_t8_cu_f77f5a7d_36016ignoreE
< Base _ZN4cuda3std3__4100_GLOBAL__N__da6e6d40_62_compute_distance_standard_L2Expanded_int8_uint32_dim256_t16_cu_f77f5a7d_36246ignoreE
< Base _ZN4cuda3std3__4100_GLOBAL__N__fbe8a653_62_compute_distance_standard_L2Expanded_half_uint32_dim512_t32_cu_f77f5a7d_36136ignoreE
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< Base _ZN4cuda3std3__4101_GLOBAL__N__19e7b356_63_compute_distance_standard_InnerProduct_int8_uint32_dim128_t8_cu_f77f5a7d_36736ignoreE
< Base _ZN4cuda3std3__4101_GLOBAL__N__393bdb37_63_compute_distance_standard_L2Expanded_uint8_uint32_dim256_t16_cu_f77f5a7d_36816ignoreE
< Base _ZN4cuda3std3__4101_GLOBAL__N__92bc3215_63_compute_distance_standard_InnerProduct_half_uint32_dim128_t8_cu_f77f5a7d_35646ignoreE
< Base _ZN4cuda3std3__4101_GLOBAL__N__c5040911_63_compute_distance_standard_L2Expanded_float_uint32_dim512_t32_cu_f77f5a7d_36806ignoreE
< Base _ZN4cuda3std3__4101_GLOBAL__N__f7e35b8f_63_compute_distance_standard_L2Expanded_uint8_uint32_dim512_t32_cu_f77f5a7d_35886ignoreE
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< Base _ZN4cuda3std3__4102_GLOBAL__N__d81f8b49_64_compute_distance_standard_InnerProduct_int8_uint32_dim512_t32_cu_f77f5a7d_36696ignoreE
< Base _ZN4cuda3std3__4102_GLOBAL__N__f999405a_64_compute_distance_standard_InnerProduct_half_uint32_dim256_t16_cu_f77f5a7d_36376ignoreE
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< Base _ZN4cuda3std3__4109_GLOBAL__N__67697925_71_compute_distance_vpq_L2Expanded_int8_uint32_dim128_t8_8pq_2subd_half_cu_f77f5a7d_56236ignoreE
< Base _ZN4cuda3std3__4109_GLOBAL__N__c78ca6f8_71_compute_distance_vpq_L2Expanded_int8_uint32_dim128_t8_8pq_4subd_half_cu_f77f5a7d_56416ignoreE
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< Base _ZN4cuda3std3__4110_GLOBAL__N__74124b3e_72_compute_distance_vpq_L2Expanded_half_uint32_dim512_t32_8pq_2subd_half_cu_f77f5a7d_56196ignoreE
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< Base _ZN4cuda3std3__4110_GLOBAL__N__ab4848a1_72_compute_distance_vpq_L2Expanded_int8_uint32_dim512_t32_8pq_2subd_half_cu_f77f5a7d_56456ignoreE
< Base _ZN4cuda3std3__4110_GLOBAL__N__d4f794e3_72_compute_distance_vpq_L2Expanded_half_uint32_dim512_t32_8pq_4subd_half_cu_f77f5a7d_56286ignoreE
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< Base _ZN4cuda3std3__4111_GLOBAL__N__56a70ec8_73_compute_distance_vpq_L2Expanded_float_uint32_dim512_t32_8pq_2subd_half_cu_f77f5a7d_55736ignoreE
< Base _ZN4cuda3std3__4111_GLOBAL__N__5cac27f3_73_compute_distance_vpq_L2Expanded_uint8_uint32_dim512_t32_8pq_2subd_half_cu_f77f5a7d_56806ignoreE
< Base _ZN4cuda3std3__4111_GLOBAL__N__72ee691f_73_compute_distance_vpq_L2Expanded_float_uint32_dim256_t16_8pq_4subd_half_cu_f77f5a7d_55636ignoreE
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@rhdong rhdong added the feature request New feature or request label Jan 31, 2025
@rhdong rhdong assigned rhdong and unassigned rhdong Jan 31, 2025
copy-pr-bot bot pushed a commit that referenced this issue Jan 31, 2025
@rhdong
increase max_allowed_size_compressed to '1.2G' with #634
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@robertmaynard
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Entirely expected as cuvs uses whole compilation for the src/neighbors/cagra_merge_* files. In whole compilation mode each TU is a separate CUDA module and you can't call functions across CUDA module boundaries. This means that these helper functions need to be embedded into each object file.

@rhdong
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rhdong commented Feb 19, 2025 •
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Hi @robertmaynard, thank you for the clarification, that really makes sense. I have a question: if I want to continue to reuse cagra::build in the merge API, what should I do? May I use the extern to invoke them in the *merge*.cu? Thanks a lot!

@robertmaynard
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May I use the extern to invoke them in the merge.cu

in whole compilation mode you can't invoke kernels defined in other translation units. It isn't clear to me if the cagra::build is a host function or device kernel you want to launch. If it is a host side function you don't need to mark it as extern to call it.

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rhdong commented Feb 19, 2025 •
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Sorry for forgetting to paste a code link, that might be helpful to understand, and as you can see, the merge need call build API, and the build includes some cuda kernel. So, as my understanding, we still have two choices:

  1. mark build via extern
    or
  2. move the instantiations of the merge into *build*.cu

am I right?

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cjnolet commented Feb 20, 2025 via email

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rhdong commented Feb 20, 2025 •
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James, I think the correct way to handle this situation is to 1) try and call cagra build from the public API header wherever possible, and 2) if 1 isn’t at all possible, use existing instantiations where possible (and use extern templates). It’s most ideal when we can do 1. That would be the way to fix your issue. Sent from my iPhoneOn Feb 19, 2025, at 4:36 PM, rhdong @.***> wrote:
Sorry for forgetting to paste a code link, that might be helpful to understand, and as you can see, the merge need call build API, and the build includes some cuda kernel. So, as my understanding, we still have two chooses:

mark build via extern
or
move the instantiations of the merge into build.cu
—Reply to this email directly, view it on GitHub, or unsubscribe.You are receiving this because you are subscribed to this thread.Message ID: @.***>

rhdong left a comment (rapidsai/cuvs#634)
Sorry for forgetting to paste a code link, that might be helpful to understand, and as you can see, the merge need call build API, and the build includes some cuda kernel. So, as my understanding, we still have two chooses:

mark build via extern
or
move the instantiations of the merge into build.cu

—Reply to this email directly, view it on GitHub, or unsubscribe.You are receiving this because you are subscribed to this thread.Message ID: @.***>
I got it! Thank you @robertmaynard @cjnolet , for your clarification. That's really helpful! Since I have called the build from a public header(like here). I will try to use extern in the next step, will back you when I have result. Thanks a lot!

@jameslamb jameslamb mentioned this issue Feb 27, 2025
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@robertmaynard @cjnolet @rhdong