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author | Eric Kunze <eric.kunze@arm.com> | 2022-08-05 15:40:12 -0700 |
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committer | Eric Kunze <eric.kunze@arm.com> | 2022-08-19 14:19:28 -0700 |
commit | 58098a7b1ffcf41da759f862deb753c82fe5b4b0 (patch) | |
tree | 75b61a482e23293b8af85adf6210f2d3e4e5695d /chapters/type_conversion.adoc | |
parent | 6361d1664c7b82ecc3afdd0eb87e96afea430f89 (diff) | |
download | specification-58098a7b1ffcf41da759f862deb753c82fe5b4b0.tar.gz |
Machine parsable specification
This converts portions of the asciidoc specification into an xml
document and schema. For the html and pdf outputs, the xml is
converted to asciidoc files that are included into the existing
specification.
The xml allows future automated uses of the tosa specification
while maintaining rough compatibility with the existing document.
No significant functional changes are included in this change.
Change-Id: I7f1f95c527638e270c157d58fcdec6a3510daea5
Signed-off-by: Eric Kunze <eric.kunze@arm.com>
Diffstat (limited to 'chapters/type_conversion.adoc')
-rw-r--r-- | chapters/type_conversion.adoc | 87 |
1 files changed, 2 insertions, 85 deletions
diff --git a/chapters/type_conversion.adoc b/chapters/type_conversion.adoc index 4a5349b..90452a3 100644 --- a/chapters/type_conversion.adoc +++ b/chapters/type_conversion.adoc @@ -13,14 +13,7 @@ Casts a tensor from one data type to another. -*Arguments:* - -|=== -|Argument|Type|Name|Shape|Description - -|Input|in_t*|input|shape|Input tensor -|Output|out_t*|output|shape|Output tensor -|=== +include::{generated}/operators/CAST.adoc[] *Operation Function:* @@ -46,62 +39,11 @@ for_each(index in shape) { } ---- -*Supported Data Types:* - -|=== -|Profile|Mode|in_t|out_t - -|Any|bool to signed 8|bool_t|int8_t -|Any|bool to signed 16|bool_t|int16_t -|Any|bool to signed 32|bool_t|int32_t -|Any|signed 8 to bool|int8_t|bool_t -|Any|signed 8 to signed 16|int8_t|int16_t -|Any|signed 8 to signed 32|int8_t|int32_t -|MI, MT|signed 8 to fp16|int8_t|fp16_t -|MI, MT|signed 8 to bf16|int8_t|bf16_t -|MI, MT|signed 8 to fp32|int8_t|fp32_t -|Any|signed 16 to bool|int16_t|bool_t -|Any|signed 16 to signed 8|int16_t|int8_t -|Any|signed 16 to signed 32|int16_t|int32_t -|MI, MT|signed 16 to fp16|int16_t|fp16_t -|MI, MT|signed 16 to bf16|int16_t|bf16_t -|MI, MT|signed 16 to fp32|int16_t|fp32_t -|Any|signed 32 to bool|int32_t|bool_t -|Any|signed 32 to signed 8|int32_t|int8_t -|Any|signed 32 to signed 16|int32_t|int16_t -|MI, MT|signed 32 to fp16|int32_t|fp16_t -|MI, MT|signed 32 to bf16|int32_t|bf16_t -|MI, MT|signed 32 to fp32|int32_t|fp32_t -|MI, MT|fp16 to signed 8|fp16_t|int8_t -|MI, MT|fp16 to signed 16|fp16_t|int16_t -|MI, MT|fp16 to signed 32|fp16_t|int32_t -|MI, MT|bf16 to signed 8|bf16_t|int8_t -|MI, MT|bf16 to signed 16|bf16_t|int16_t -|MI, MT|bf16 to signed 32|bf16_t|int32_t -|MI, MT|fp32 to signed 8|fp32_t|int8_t -|MI, MT|fp32 to signed 16|fp32_t|int16_t -|MI, MT|fp32 to signed 32|fp32_t|int32_t -|=== - ==== RESCALE Rescale quantized values into a new domain. This function scales by factor: multiplier * 2^-shift^. -*Arguments:* - -|=== -|Argument|Type|Name|Shape|Description - -|Input|in_t*|input|shape|Input tensor from 1 to 4 dims -|Output|out_t*|output|shape|Output tensor with the same shape as input -|Attribute|in_t|input_zp|-|Input tensor zero point. Must be zero for non-int8 types. -|Attribute|out_t|output_zp|-|Output tensor zero point. Must be zero for non-int8 types. -|Input (MT profile) Attribute (BI/MI profiles)|mul_t*|multiplier|[NC]|Scaling multiplier array -|Input (MT profile) Attribute (BI/MI profiles)|uint6_t*|shift|[NC]|Scaling shift array -|Attribute|bool_t|scale32|-|if (scale32) mul_t=int32_t else mul_t=int16_t -|Attribute|bool_t|double_round|-|Select double round mode -|Attribute|bool_t|per_channel|-|if (per_channel) NC=shape[dims-1] else NC=1 -|=== +include::{generated}/operators/RESCALE.adoc[] *Operation Function:* @@ -131,28 +73,3 @@ for_each(index in shape) { tensor_write<out_t>(output, shape, index, result); } ---- - -*Supported Data Types:* - -|=== -|Profile|Mode|in_t|out_t - -|Any|signed 8 to signed 8|int8_t|int8_t -|Any|signed 8 to signed 16|int8_t|int16_t -|Any|signed 8 to signed 32|int8_t|int32_t -|Any|signed 8 to unsigned 8|int8_t|uint8_t -|Any|signed 16 to signed 8|int16_t|int8_t -|Any|signed 16 to signed 16|int16_t|int16_t -|Any|signed 16 to signed 32|int16_t|int32_t -|Any|signed 16 to unsigned 8|int16_t|uint8_t -|Any|signed 16 to unsigned 16|int16_t|uint16_t -|Any|signed 32 to signed 8|int32_t|int8_t -|Any|signed 32 to signed 16|int32_t|int16_t -|Any|signed 32 to signed 32|int32_t|int32_t -|Any|signed 48 to signed 8|int48_t|int8_t -|Any|signed 48 to signed 16|int48_t|int16_t -|Any|signed 48 to signed 32|int48_t|int32_t -|Any|unsigned 8 to signed 8|uint8_t|int8_t -|Any|unsigned 8 to signed 16|uint8_t|int16_t -|Any|unsigned 16 to signed 16|uint16_t|int16_t -|=== |