[x86] Depthwise conv2d #6745
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[x86] Depthwise conv2d #6745
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Thanks for your contribution! |
| @@ -87,12 +87,16 @@ if (WITH_AVX AND AVX_FOUND) | |||
| math_library (interpolate AVX2 TRUE DEPS math_function) | |||
| math_library (power DEPS AVX2 TRUE DEPS avx_mathfuns) | |||
| math_library (rnn AVX2 TRUE) | |||
| math_library (conv_depthwise_direct AVX2 TRUE) | |||
| __m128i mask = _mm_setr_epi32(0x80000000, 0x80000000, 0x80000000, 0); | ||
| if (j + 1 == col) { | ||
| __m256 rmaski_ = _mm256_loadu_ps(rmask_i); | ||
| i0 = _mm256_mul_ps(i0, rmaski_); |
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可以用_mm256_maskload_ps 实现，有效数据load
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或者用_mm256_blend_ps实现有效数据选择
| 0x80000000); | ||
| if (j + 1 == col) { | ||
| __m256 rmaski_ = _mm256_loadu_ps(rmask_i); | ||
| i0 = _mm256_mul_ps(i0, rmaski_); |
| } // namespace math | ||
| } // namespace x86 | ||
| } // namespace lite | ||
| } // namespace paddl |
lite/kernels/x86/conv_depthwise.cc
Outdated
| int ow = o_dims[3]; | ||
| int oc = o_dims[1]; | ||
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| lite::x86::math::conv_depthwise_direct( |
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这个是不是可以直接调用具体实现，减少嵌套调用。
如：if stride == 1
conv_depthwise_3x3s1_p1_direct(din,
dout,
num,
ch_out,
h_out,
w_out,
ch_in,
h_in,
w_in,
weights,
bias,
pad,
flag_bias,
act_param);
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add depthwise 3×3s1p1 3×3s2p1 optimize