/home/liu/actions-runner/_work/ccv/ccv/lib/nnc/cmd/softmax/ccv_nnc_softmax.c
Line | Count | Source (jump to first uncovered line) |
1 | | #include "ccv.h" |
2 | | #include "nnc/ccv_nnc.h" |
3 | | #include "nnc/ccv_nnc_internal.h" |
4 | | |
5 | | static int _ccv_nnc_arbitary_inplace(const ccv_nnc_cmd_param_t cmd, const int input_idx, const int input_size, const int output_idx, const int output_size) |
6 | 24 | { |
7 | 24 | return 1; |
8 | 24 | } |
9 | | |
10 | | static int _ccv_nnc_allow_gradient_inplace(const ccv_nnc_cmd_param_t cmd, const int input_idx, const int input_size, const int output_idx, const int output_size) |
11 | 40 | { |
12 | 40 | return (input_idx == 0 && output_idx == 019 ); |
13 | 40 | } |
14 | | |
15 | | static int _ccv_nnc_softmax_forw_bitmask(const ccv_nnc_cmd_param_t cmd, const int input_size, const int output_size, const uint64_t* const input_bitmasks, const int input_bitmask_size, const uint64_t* const output_bitmasks, const int output_bitmask_size) |
16 | 12 | { |
17 | 12 | if ((input_bitmasks[0] & 1u) == 1u && output_bitmasks[0] == 1u) |
18 | 12 | return 1; |
19 | 0 | return 0; |
20 | 12 | } |
21 | | |
22 | | static int _ccv_nnc_softmax_back_bitmask(const ccv_nnc_cmd_param_t cmd, const int input_size, const int output_size, const uint64_t* const input_bitmasks, const int input_bitmask_size, const uint64_t* const output_bitmasks, const int output_bitmask_size) |
23 | 56 | { |
24 | 56 | if ((input_bitmasks[0] & 5u) == 5u && output_bitmasks[0] == 1u20 ) |
25 | 20 | return 1; |
26 | 36 | return 0; |
27 | 56 | } |
28 | | |
29 | | REGISTER_COMMAND(CCV_NNC_SOFTMAX_FORWARD)(ccv_nnc_cmd_registry_t* const registry) |
30 | | FIND_BACKEND(ccv_nnc_softmax_cpu_ref.c, gpu/ccv_nnc_softmax_gpu_cudnn.cu, mps/ccv_nnc_softmax_mps.m) |
31 | 1 | { |
32 | 1 | registry->bitmask = _ccv_nnc_softmax_forw_bitmask; |
33 | 1 | registry->tensor_auto = ccv_nnc_hint_tensor_auto_forward_from_inputs; |
34 | 1 | registry->allow_inplace = _ccv_nnc_arbitary_inplace; |
35 | 1 | } |
36 | | |
37 | | REGISTER_COMMAND(CCV_NNC_SOFTMAX_BACKWARD)(ccv_nnc_cmd_registry_t* const registry) |
38 | | FIND_BACKEND(ccv_nnc_softmax_cpu_ref.c, gpu/ccv_nnc_softmax_gpu_cudnn.cu, mps/ccv_nnc_softmax_mps.m) |
39 | 1 | { |
40 | 1 | registry->flags = CCV_NNC_CMD_ATTR_NULL_IS_ONES; |
41 | 1 | registry->bitmask = _ccv_nnc_softmax_back_bitmask; |
42 | 1 | registry->tensor_auto = ccv_nnc_hint_tensor_auto_backward_from_gradient; |
43 | 1 | registry->allow_inplace = _ccv_nnc_allow_gradient_inplace; |
44 | 1 | } |
45 | | |
46 | | //@REGISTER_EASY_COMMAND_MACRO(CCV_NNC_SOFTMAX_FORWARD) |
47 | | #define CMD_SOFTMAX_FORWARD() ccv_nnc_cmd(CCV_NNC_SOFTMAX_FORWARD, 0, ccv_nnc_cmd_auto, 0) |
48 | | //@REGISTER_EASY_COMMAND_MACRO(CCV_NNC_SOFTMAX_BACKWARD) |
49 | | #define CMD_SOFTMAX_BACKWARD() ccv_nnc_cmd(CCV_NNC_SOFTMAX_BACKWARD, 0, ccv_nnc_cmd_auto, 0) |