debug.h 6.62 KB
Newer Older
skrider's avatar
skrider committed
1
#include <cute/util/debug.hpp>
skrider's avatar
skrider committed
2
3
4
#include "block_info.h"

#pragma once
skrider's avatar
skrider committed
5

skrider's avatar
skrider committed
6
#define KIN_PRINT(statement) \
skrider's avatar
skrider committed
7
    if (thread0()) { \
skrider's avatar
skrider committed
8
        printf("\n[kin:start:%s]\n", #statement); \
skrider's avatar
skrider committed
9
        statement; \
skrider's avatar
skrider committed
10
        printf("\n[kin:end:%s]\n", #statement); \
skrider's avatar
skrider committed
11
12
    }

skrider's avatar
skrider committed
13
#define KIN_PRINT_BOOL(BOOL) \
skrider's avatar
skrider committed
14
    if (thread0()) { \
skrider's avatar
skrider committed
15
        printf("\n[kin:start:%s]\n", #BOOL); \
skrider's avatar
skrider committed
16
        printf("%s", BOOL ? "true" : "false"); \
skrider's avatar
skrider committed
17
        printf("\n[kin:end:%s]\n", #BOOL); \
skrider's avatar
skrider committed
18
19
    }

skrider's avatar
skrider committed
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
__forceinline__ __device__ 
void print_qkv_params(const Qkv_params& params) {
    // LLM generated
    printf("Qkv_params:\n");
    printf("q_ptr: %p\n", params.q_ptr);
    printf("k_ptr: %p\n", params.k_ptr);
    printf("v_ptr: %p\n", params.v_ptr);
    printf("q_batch_stride: %" PRId64 "\n", params.q_batch_stride);
    printf("k_batch_stride: %" PRId64 "\n", params.k_batch_stride);
    printf("v_batch_stride: %" PRId64 "\n", params.v_batch_stride);
    printf("q_row_stride: %" PRId64 "\n", params.q_row_stride);
    printf("k_row_stride: %" PRId64 "\n", params.k_row_stride);
    printf("v_row_stride: %" PRId64 "\n", params.v_row_stride);
    printf("q_head_stride: %" PRId64 "\n", params.q_head_stride);
    printf("k_head_stride: %" PRId64 "\n", params.k_head_stride);
    printf("v_head_stride: %" PRId64 "\n", params.v_head_stride);
    printf("h: %d\n", params.h);
    printf("h_k: %d\n", params.h_k);
    printf("h_h_k_ratio: %d\n", params.h_h_k_ratio);
}

__forceinline__ __device__ 
void print_flash_fwd_params(const Flash_fwd_params& params) {
    print_qkv_params(params);
    // LLM generated
    printf("struct Flash_fwd_params:\n");
    printf("o_ptr: %p\n", params.o_ptr);
    printf("oaccum_ptr: %p\n", params.oaccum_ptr);
    printf("o_batch_stride: %ld\n", params.o_batch_stride);
    printf("o_row_stride: %ld\n", params.o_row_stride);
    printf("o_head_stride: %ld\n", params.o_head_stride);
    printf("p_ptr: %p\n", params.p_ptr);
    printf("softmax_lse_ptr: %p\n", params.softmax_lse_ptr);
    printf("softmax_lseaccum_ptr: %p\n", params.softmax_lseaccum_ptr);
    printf("b: %d\n", params.b);
    printf("seqlen_q: %d\n", params.seqlen_q);
    printf("seqlen_k: %d\n", params.seqlen_k);
    printf("seqlen_knew: %d\n", params.seqlen_knew);
    printf("d: %d\n", params.d);
    printf("seqlen_q_rounded: %d\n", params.seqlen_q_rounded);
    printf("seqlen_k_rounded: %d\n", params.seqlen_k_rounded);
    printf("d_rounded: %d\n", params.d_rounded);
    printf("rotary_dim: %d\n", params.rotary_dim);
    printf("scale_softmax: %f\n", params.scale_softmax);
    printf("scale_softmax_log2: %f\n", params.scale_softmax_log2);
    printf("cu_seqlens_q: %p\n", params.cu_seqlens_q);
    printf("cu_seqlens_k: %p\n", params.cu_seqlens_k);
    printf("seqused_k: %p\n", params.seqused_k);
    printf("blockmask: %p\n", params.blockmask);
    printf("knew_ptr: %p\n", params.knew_ptr);
    printf("vnew_ptr: %p\n", params.vnew_ptr);
    printf("knew_batch_stride: %ld\n", params.knew_batch_stride);
    printf("vnew_batch_stride: %ld\n", params.vnew_batch_stride);
    printf("knew_row_stride: %ld\n", params.knew_row_stride);
    printf("vnew_row_stride: %ld\n", params.vnew_row_stride);
    printf("knew_head_stride: %ld\n", params.knew_head_stride);
    printf("vnew_head_stride: %ld\n", params.vnew_head_stride);
    printf("rotary_cos_ptr: %p\n", params.rotary_cos_ptr);
    printf("rotary_sin_ptr: %p\n", params.rotary_sin_ptr);
    printf("cache_batch_idx: %p\n", params.cache_batch_idx);
    printf("block_table: %p\n", params.block_table);
    printf("block_table_batch_stride: %ld\n", params.block_table_batch_stride);
    printf("page_block_size: %d\n", params.page_block_size);
    printf("p_dropout: %f\n", params.p_dropout);
    printf("p_dropout_in_uint8_t: %u\n", params.p_dropout_in_uint8_t);
    printf("rp_dropout: %f\n", params.rp_dropout);
    printf("scale_softmax_rp_dropout: %f\n", params.scale_softmax_rp_dropout);
    printf("window_size_left: %d\n", params.window_size_left);
    printf("window_size_right: %d\n", params.window_size_right);
    printf("philox_args: %p\n", &(params.philox_args));
    printf("rng_state: %p\n", params.rng_state);
    printf("is_bf16: %d\n", params.is_bf16);
    printf("is_causal: %d\n", params.is_causal);
    printf("is_seqlens_k_cumulative: %d\n", params.is_seqlens_k_cumulative);
    printf("is_rotary_interleaved: %d\n", params.is_rotary_interleaved);
    printf("num_splits: %d\n", params.num_splits);
    printf("alibi_slopes_ptr: %p\n", params.alibi_slopes_ptr);
    printf("alibi_slopes_batch_stride: %ld\n", params.alibi_slopes_batch_stride);
}

skrider's avatar
skrider committed
100
template<typename Kernel_traits>
skrider's avatar
skrider committed
101
102
__forceinline__ __device__ 
void print_traits() {
skrider's avatar
skrider committed
103
    // bool
skrider's avatar
skrider committed
104
105
    printf("Kernel_traits::Share_Q_K_smem    : %s\n", Kernel_traits::Share_Q_K_smem ? "true" : "false");
    printf("Kernel_traits::Is_Q_in_regs      : %s\n", Kernel_traits::Is_Q_in_regs ? "true" : "false");
skrider's avatar
skrider committed
106
107

    // int
skrider's avatar
skrider committed
108
109
110
111
112
113
114
115
116
117
118
    printf("Kernel_traits::kNWarps           : %d\n", Kernel_traits::kNWarps );
    printf("Kernel_traits::kNThreads         : %d\n", Kernel_traits::kNThreads );
    printf("Kernel_traits::kBlockM           : %d\n", Kernel_traits::kBlockM );
    printf("Kernel_traits::kBlockN           : %d\n", Kernel_traits::kBlockN );
    printf("Kernel_traits::kHeadDim          : %d\n", Kernel_traits::kHeadDim );
    printf("Kernel_traits::kBlockKSmem       : %d\n", Kernel_traits::kBlockKSmem );
    printf("Kernel_traits::kBlockKGmem       : %d\n", Kernel_traits::kBlockKGmem );
    printf("Kernel_traits::kSwizzle          : %d\n", Kernel_traits::kSwizzle );
    printf("Kernel_traits::kSmemQSize        : %d\n", Kernel_traits::kSmemQSize );
    printf("Kernel_traits::kSmemKVSize       : %d\n", Kernel_traits::kSmemKVSize );
    printf("Kernel_traits::kSmemSize         : %d\n", Kernel_traits::kSmemSize );
skrider's avatar
skrider committed
119
120
    printf("Kernel_traits::kGmemRowsPerThread: %d\n", Kernel_traits::kGmemRowsPerThread);
    printf("Kernel_traits::kGmemThreadsPerRow: %d\n", Kernel_traits::kGmemThreadsPerRow);
skrider's avatar
skrider committed
121
    printf("Kernel_traits::kGmemElemsPerLoad : %d\n", Kernel_traits::kGmemElemsPerLoad );
skrider's avatar
skrider committed
122
123
124
125
126
127
128
129
130

    // cute object
    printf("Kernel_traits::GmemLayoutAtom    : ");
    cute::print(Kernel_traits::GmemLayoutAtom());
    printf("\n");
    printf("Kernel_traits::GmemTiledCopyQKV  :\n");
    cute::print(Kernel_traits::GmemTiledCopyQKV());
    printf("\n");
    
skrider's avatar
skrider committed
131
132
}

skrider's avatar
skrider committed
133
134
135
136
137
138
139
140
141
template<typename BlockInfo>
__forceinline__ __device__ void
print_binfo(const BlockInfo& binfo) {
    printf("binfo.sum_s_q           : %d\n", binfo.sum_s_q);
    printf("binfo.sum_s_k           : %d\n", binfo.sum_s_k);
    printf("binfo.actual_seqlen_q   : %d\n", binfo.actual_seqlen_q);
    printf("binfo.seqlen_k_cache    : %d\n", binfo.seqlen_k_cache);
    printf("binfo.actual_seqlen_k   : %d\n", binfo.actual_seqlen_k);
}