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Fix index out of bounds error for 1d convs #15995

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Fix index out of bounds error for 1d convs #15995

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96 changes: 48 additions & 48 deletions backends/cadence/aot/ops_registrations.py
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Original file line number Diff line number Diff line change
Expand Up @@ -1030,9 +1030,9 @@ def quantized_conv2d_nhwc_meta(
get_conv1d_output_size(
in_size,
out_channels,
stride[1],
padding[1],
dilation[1],
stride[-1],
padding[-1],
dilation[-1],
kernel_size[0],
True,
)
Expand Down Expand Up @@ -1074,9 +1074,9 @@ def quantized_conv2d_nchw_meta(
get_conv1d_output_size(
in_size,
out_channels,
stride[1],
padding[1],
dilation[1],
stride[-1],
padding[-1],
dilation[-1],
kernel_size[0],
False,
)
Expand Down Expand Up @@ -1118,9 +1118,9 @@ def quantized_conv2d_nchw_per_tensor_meta(
get_conv1d_output_size(
in_size,
out_channels,
stride[1],
padding[1],
dilation[1],
stride[-1],
padding[-1],
dilation[-1],
kernel_size[0],
False,
)
Expand Down Expand Up @@ -1162,9 +1162,9 @@ def quantized_conv2d_nhwc_per_tensor_meta(
get_conv1d_output_size(
in_size,
out_channels,
stride[1],
padding[1],
dilation[1],
stride[-1],
padding[-1],
dilation[-1],
kernel_size[0],
True,
)
Expand Down Expand Up @@ -1211,9 +1211,9 @@ def quantized_conv2d_nchw_asym8sxsym8s_asym8s_per_tensor_meta(
get_conv1d_output_size(
in_size,
out_channels,
stride[1],
padding[1],
dilation[1],
stride[-1],
padding[-1],
dilation[-1],
kernel_size[0],
False,
)
Expand Down Expand Up @@ -1260,9 +1260,9 @@ def quantized_conv2d_nchw_asym8uxsym8u_asym8u_per_tensor_meta(
get_conv1d_output_size(
in_size,
out_channels,
stride[1],
padding[1],
dilation[1],
stride[-1],
padding[-1],
dilation[-1],
kernel_size[0],
False,
)
Expand Down Expand Up @@ -1309,9 +1309,9 @@ def quantized_conv2d_nhwc_asym8sxsym8s_asym8s_per_tensor_meta(
get_conv1d_output_size(
in_size,
out_channels,
stride[1],
padding[1],
dilation[1],
stride[-1],
padding[-1],
dilation[-1],
kernel_size[0],
True,
)
Expand Down Expand Up @@ -1358,9 +1358,9 @@ def quantized_conv2d_nhwc_asym8uxsym8u_asym8u_per_tensor_meta(
get_conv1d_output_size(
in_size,
out_channels,
stride[1],
padding[1],
dilation[1],
stride[-1],
padding[-1],
dilation[-1],
kernel_size[0],
True,
)
Expand Down Expand Up @@ -1407,9 +1407,9 @@ def quantized_conv2d_nchw_dilated_asym8sxsym8s_asym8s_per_tensor_meta(
get_conv1d_output_size(
in_size,
out_channels,
stride[1],
padding[1],
dilation[1],
stride[-1],
padding[-1],
dilation[-1],
kernel_size[0],
False,
)
Expand Down Expand Up @@ -1456,9 +1456,9 @@ def quantized_conv2d_nchw_dilated_asym8uxsym8u_asym8u_per_tensor_meta(
get_conv1d_output_size(
in_size,
out_channels,
stride[1],
padding[1],
dilation[1],
stride[-1],
padding[-1],
dilation[-1],
kernel_size[0],
False,
)
Expand Down Expand Up @@ -1505,9 +1505,9 @@ def quantized_conv2d_nhwc_dilated_asym8sxsym8s_asym8s_per_tensor_meta(
get_conv1d_output_size(
in_size,
out_channels,
stride[1],
padding[1],
dilation[1],
stride[-1],
padding[-1],
dilation[-1],
kernel_size[0],
True,
)
Expand Down Expand Up @@ -1554,9 +1554,9 @@ def quantized_conv2d_nhwc_dilated_asym8uxsym8u_asym8u_per_tensor_meta(
get_conv1d_output_size(
in_size,
out_channels,
stride[1],
padding[1],
dilation[1],
stride[-1],
padding[-1],
dilation[-1],
kernel_size[0],
True,
)
Expand Down Expand Up @@ -1605,9 +1605,9 @@ def quantized_conv2d_nchw_depthwise_asym8sxsym8s_asym8s_per_tensor_meta(
get_conv1d_output_size(
in_size,
out_channels,
stride[1],
padding[1],
dilation[1],
stride[-1],
padding[-1],
dilation[-1],
kernel_size[0],
False,
)
Expand Down Expand Up @@ -1656,9 +1656,9 @@ def quantized_conv2d_nchw_depthwise_asym8uxsym8u_asym8u_per_tensor_meta(
get_conv1d_output_size(
in_size,
out_channels,
stride[1],
padding[1],
dilation[1],
stride[-1],
padding[-1],
dilation[-1],
kernel_size[0],
False,
)
Expand Down Expand Up @@ -1707,9 +1707,9 @@ def quantized_conv2d_nhwc_depthwise_asym8sxsym8s_asym8s_per_tensor_meta(
get_conv1d_output_size(
in_size,
out_channels,
stride[1],
padding[1],
dilation[1],
stride[-1],
padding[-1],
dilation[-1],
kernel_size[0],
True,
)
Expand Down Expand Up @@ -1758,9 +1758,9 @@ def quantized_conv2d_nhwc_depthwise_asym8uxsym8u_asym8u_per_tensor_meta(
get_conv1d_output_size(
in_size,
out_channels,
stride[1],
padding[1],
dilation[1],
stride[-1],
padding[-1],
dilation[-1],
kernel_size[0],
True,
)
Expand Down
6 changes: 3 additions & 3 deletions backends/cadence/aot/ref_implementations.py
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Original file line number Diff line number Diff line change
Expand Up @@ -788,9 +788,9 @@ def quantized_conv_per_tensor(
(input_tensor - in_zero_point).float(),
(weight - weight_zero_point).float(),
(bias * bias_scale).float(),
stride[1],
padding[1],
dilation[1],
stride[-1],
padding[-1],
dilation[-1],
groups,
)

Expand Down