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author | Kevin Petit <kevin.petit@arm.com> | 2024-01-08 15:27:25 +0000 |
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committer | Kevin Petit <kevin.petit@arm.com> | 2024-01-15 10:19:01 +0000 |
commit | a7ac313a13f8f82b4b3ca9730bd746392f6600d9 (patch) | |
tree | 242c97650a951f48a5de96b44e0d5c124ea1c212 /pseudocode/operators/MATMUL.tosac | |
parent | 8754ec288dc491f3a9e936e68a1fd35783c9808e (diff) | |
download | specification-a7ac313a13f8f82b4b3ca9730bd746392f6600d9.tar.gz |
Move operator pseudocode to separate files
This makes it easier to process the pseudocode automatically.
Change-Id: I84394192598e589de07d43a7af60b96788e14f86
Signed-off-by: Kevin Petit <kevin.petit@arm.com>
Diffstat (limited to 'pseudocode/operators/MATMUL.tosac')
-rw-r--r-- | pseudocode/operators/MATMUL.tosac | 21 |
1 files changed, 21 insertions, 0 deletions
diff --git a/pseudocode/operators/MATMUL.tosac b/pseudocode/operators/MATMUL.tosac new file mode 100644 index 0000000..3afda4d --- /dev/null +++ b/pseudocode/operators/MATMUL.tosac @@ -0,0 +1,21 @@ +// +// This confidential and proprietary software may be used only as +// authorised by a licensing agreement from ARM Limited +// (C) COPYRIGHT 2020-2024 ARM Limited +// ALL RIGHTS RESERVED +// The entire notice above must be reproduced on all authorised +// copies and copies may only be made to the extent permitted +// by a licensing agreement from ARM Limited. + +ERROR_IF(in_t != i8_t && (A_zp != 0 || B_zp != 0)); // Zero point only for int8_t +for_each(0 <= n < N, 0 <= h < H, 0 <= w < W) { + out_t acc = 0; + for_each(0 <= c < C) { + out_t value1 = static_cast<out_t>(tensor_read<in_t>(A, [N,H,C], [n,h,c])); + out_t value2 = static_cast<out_t>(tensor_read<in_t>(B, [N,C,W], [n,c,w])); + value1 = apply_sub_s<out_t>(value1, static_cast<out_t>(A_zp)); + value2 = apply_sub_s<out_t>(value2, static_cast<out_t>(B_zp)); + acc = apply_add_s<out_t>(acc, apply_mul_s<out_t>(value1 * value2)); + } + tensor_write<out_t>(output, [N,H,W], [n,h,w], acc); +} |