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| author | Eric Kunze <eric.kunze@arm.com> | 2020-10-30 14:26:40 -0700 |
|---|---|---|
| committer | Eric Kunze <eric.kunze@arm.com> | 2020-11-03 11:21:27 -0800 |
| commit | b0b4bf083b9e73e8f3e96a02a612fac53d3ad651 (patch) | |
| tree | 9b0b10239f1193598a427d55b9bfd47bae8a1611 /chapters/tensor_ops.adoc | |
| parent | 408f7c1a2986896bb1c7b2c6515f0dbe079d05c9 (diff) | |
| download | specification-b0b4bf083b9e73e8f3e96a02a612fac53d3ad651.tar.gz | |
Change weights to input for training profile
Weights remain as an attribute for inference profile devices.
Change-Id: I1cdbbd2ccd95fc1b7afc0f05a1425fb53560b432
Signed-off-by: Eric Kunze <eric.kunze@arm.com>
Diffstat (limited to 'chapters/tensor_ops.adoc')
| -rw-r--r-- | chapters/tensor_ops.adoc | 16 |
1 files changed, 8 insertions, 8 deletions
diff --git a/chapters/tensor_ops.adoc b/chapters/tensor_ops.adoc index b8e053c..9bb6496 100644 --- a/chapters/tensor_ops.adoc +++ b/chapters/tensor_ops.adoc @@ -132,8 +132,8 @@ Performs a 2D convolution over the given tensor input, using the weight tensor. |Argument|Type|Name|Shape|Description |Input|in_t*|input|[N,IH,IW,IC]|Input tensor -|Attribute|weight_t*|weight|[OC,KH,KW,IC]|Weight kernel size KH x KW -|Attribute|acc_t*|bias|[OC]|Per output channel bias data. +|Input (MT profile) Attribute (BI/MI profiles)|weight_t*|weight|[OC,KH,KW,IC]|Weight kernel size KH x KW +|Input (MT profile) Attribute (BI/MI profiles)|acc_t*|bias|[OC]|Per output channel bias data. |Attribute|int*|pad|[4]|[pad_top, pad_bottom, pad_left, pad_right] |Attribute|int*|stride|[2]|[stride_y, stride_x] |Attribute|int*|dilation|[2]|[dilation_y, dilation_x] @@ -193,8 +193,8 @@ Performs a 3D convolution over the given input tensor. |Argument|Type|Name|Shape|Description |Input|in_t*|input|[N,ID,IH,IW,IC]|Input tensor -|Attribute|weight_t*|weight|[OC,KD,KH,KW,IC]|Weight kernel size KDxKHxKW -|Attribute|acc_t*|bias|[OC]|Per output channel bias data. +|Input (MT profile) Attribute (BI/MI profiles)|weight_t*|weight|[OC,KD,KH,KW,IC]|Weight kernel size KDxKHxKW +|Input (MT profile) Attribute (BI/MI profiles)|acc_t*|bias|[OC]|Per output channel bias data. |Attribute|int*|pad|[6]|[pad_d0, pad_d1, pad_top, pad_bottom, pad_left, pad_right] |Attribute|int*|stride|[3]|[stride_d, stride_y, stride_x] |Attribute|int*|dilation|[3]|[dilation_d, dilation_y, dilation_x] @@ -257,8 +257,8 @@ Performs 2D convolutions separately over each channel of the given tensor input, |Argument|Type|Name|Shape|Description |Input|in_t*|input|[N,H,W,C]|Input tensor -|Attribute|weight_t*|weight|[KH,KW,C,M]|Weight kernel size KH x KW -|Attribute|acc_t*|bias|[C*M]|Per output channel bias data. +|Input (MT profile) Attribute (BI/MI profiles)|weight_t*|weight|[KH,KW,C,M]|Weight kernel size KH x KW +|Input (MT profile) Attribute (BI/MI profiles)|acc_t*|bias|[C*M]|Per output channel bias data. |Attribute|int*|pad|[4]|[pad_top, pad_bottom, pad_left, pad_right] |Attribute|int*|stride|[2]|[stride_y, stride_x] |Attribute|int*|dilation|[2]|[dilation_y, dilation_x] @@ -467,8 +467,8 @@ Performs a 2D transposed convolution over the given tensor input, using the weig |Argument|Type|Name|Shape|Description |Input|in_t*|input|[N,IH,IW,IC]|Input tensor -|Attribute|weight_t*|weight|[OC,KH,KW,IC]|Weight kernel size KH x KW -|Attribute|acc_t*|bias|[OC]|Per output channel bias data. +|Input (MT profile) Attribute (BI/MI profiles)|weight_t*|weight|[OC,KH,KW,IC]|Weight kernel size KH x KW +|Input (MT profile) Attribute (BI/MI profiles)|acc_t*|bias|[OC]|Per output channel bias data. |Attribute|int*|outpad|[2]|[outpad_top, outpad_left] |Attribute|int*|stride|[2]|[stride_y, stride_x] |Attribute|int*|dilation|[2]|[dilation_y, dilation_x] |