avfilter/avf_showcwt: optimize multiplication with kernel
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				@ -25,6 +25,7 @@
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#include "libavutil/avassert.h"
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#include "libavutil/avstring.h"
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#include "libavutil/channel_layout.h"
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#include "libavutil/float_dsp.h"
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#include "libavutil/cpu.h"
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#include "libavutil/opt.h"
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#include "libavutil/parseutils.h"
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@ -89,6 +90,9 @@ typedef struct ShowCWTContext {
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    AVFrame *outpicref;
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    AVFrame *fft_in;
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    AVFrame *fft_out;
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    AVFrame *dst_x;
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    AVFrame *src_x;
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    AVFrame *kernel_x;
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    AVFrame *ifft_in;
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    AVFrame *ifft_out;
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    AVFrame *ch_out;
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@ -114,6 +118,8 @@ typedef struct ShowCWTContext {
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    float minimum_frequency;
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    float maximum_frequency;
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    float deviation;
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    AVFloatDSPContext *fdsp;
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} ShowCWTContext;
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#define OFFSET(x) offsetof(ShowCWTContext, x)
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@ -172,6 +178,9 @@ static av_cold void uninit(AVFilterContext *ctx)
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    av_frame_free(&s->outpicref);
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    av_frame_free(&s->fft_in);
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    av_frame_free(&s->fft_out);
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    av_frame_free(&s->dst_x);
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    av_frame_free(&s->src_x);
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    av_frame_free(&s->kernel_x);
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    av_frame_free(&s->ifft_in);
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    av_frame_free(&s->ifft_out);
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    av_frame_free(&s->ch_out);
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@ -187,6 +196,8 @@ static av_cold void uninit(AVFilterContext *ctx)
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            av_tx_uninit(&s->ifft[n]);
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        av_freep(&s->ifft);
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    }
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    av_freep(&s->fdsp);
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}
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static int query_formats(AVFilterContext *ctx)
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@ -483,18 +494,27 @@ static int run_channel_cwt(AVFilterContext *ctx, void *arg, int jobnr, int nb_jo
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        AVComplexFloat *isrc = (AVComplexFloat *)s->ifft_in->extended_data[y];
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        AVComplexFloat *idst = (AVComplexFloat *)s->ifft_out->extended_data[y];
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        AVComplexFloat *chout = ((AVComplexFloat *)s->ch_out->extended_data[ch]) + y * ihop_size;
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        const float *kernel = (const float *)s->kernel->extended_data[y];
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        AVComplexFloat *dstx = (AVComplexFloat *)s->dst_x->extended_data[jobnr];
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        AVComplexFloat *srcx = (AVComplexFloat *)s->src_x->extended_data[jobnr];
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        AVComplexFloat *kernelx = (AVComplexFloat *)s->kernel_x->extended_data[jobnr];
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        const AVComplexFloat *kernel = (const AVComplexFloat *)s->kernel->extended_data[y];
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        const unsigned *index = (const unsigned *)s->index;
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        const int kernel_start = s->kernel_start[y];
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        const int kernel_stop = s->kernel_stop[y];
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        const int kernel_range = kernel_stop - kernel_start;
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        memcpy(kernelx, kernel + kernel_start, sizeof(*kernel) * kernel_range);
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        memcpy(srcx, dst + kernel_start, sizeof(*dst) * kernel_range);
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        s->fdsp->vector_fmul((float *)dstx, (const float *)srcx,
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                             (const float *)kernelx, FFALIGN(kernel_range * 2, 16));
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        memset(isrc, 0, sizeof(*isrc) * output_sample_count);
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        for (int i = kernel_start; i < kernel_stop; i++) {
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            const unsigned n = index[i];
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            const float ff = kernel[i];
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        for (int i = 0; i < kernel_range; i++) {
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            const unsigned n = index[i + kernel_start];
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            isrc[n].re += ff * dst[i].re;
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            isrc[n].im += ff * dst[i].im;
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            isrc[n].re += dstx[i].re;
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            isrc[n].im += dstx[i].im;
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        }
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        s->itx_fn(s->ifft[jobnr], idst, isrc, sizeof(*isrc));
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@ -515,7 +535,7 @@ static void compute_kernel(AVFilterContext *ctx)
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    unsigned *index = s->index;
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    for (int y = 0; y < fsize; y++) {
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        float *kernel = (float *)s->kernel->extended_data[y];
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        AVComplexFloat *kernel = (AVComplexFloat *)s->kernel->extended_data[y];
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        int *kernel_start = s->kernel_start;
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        int *kernel_stop = s->kernel_stop;
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        float frequency = s->frequency_band[y*2];
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@ -527,18 +547,19 @@ static void compute_kernel(AVFilterContext *ctx)
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            f = size - fabsf(f - size);
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            ff = expf(-f*f*deviation) * scale_factor;
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            kernel[n] = ff;
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            kernel[n].re = ff;
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            kernel[n].im = ff;
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        }
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        for (int n = 0; n < size; n++) {
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            if (kernel[n] != 0.f) {
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            if (kernel[n].re != 0.f) {
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                kernel_start[y] = n;
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                break;
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            }
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        }
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        for (int n = 0; n < size; n++) {
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            if (kernel[size - n - 1] != 0.f) {
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            if (kernel[size - n - 1].re != 0.f) {
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                kernel_stop[y] = size - n;
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                break;
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            }
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@ -561,6 +582,10 @@ static int config_output(AVFilterLink *outlink)
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    uninit(ctx);
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    s->fdsp = avpriv_float_dsp_alloc(0);
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    if (!s->fdsp)
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        return AVERROR(ENOMEM);
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    switch (s->direction) {
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    case DIRECTION_LR:
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    case DIRECTION_RL:
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@ -622,6 +647,9 @@ static int config_output(AVFilterLink *outlink)
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    s->outpicref = ff_get_video_buffer(outlink, outlink->w, outlink->h);
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    s->fft_in = ff_get_audio_buffer(inlink, s->fft_in_size * 2);
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    s->fft_out = ff_get_audio_buffer(inlink, s->fft_out_size * 2);
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    s->dst_x = av_frame_alloc();
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    s->src_x = av_frame_alloc();
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    s->kernel_x = av_frame_alloc();
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    s->cache = ff_get_audio_buffer(inlink, s->fft_in_size * 2);
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    s->ch_out = ff_get_audio_buffer(inlink, s->frequency_band_count * 2 * s->ihop_size);
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    s->ifft_in = av_frame_alloc();
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@ -630,7 +658,7 @@ static int config_output(AVFilterLink *outlink)
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    s->index = av_calloc(s->input_padding_size, sizeof(*s->index));
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    s->kernel_start = av_calloc(s->frequency_band_count, sizeof(*s->kernel_start));
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    s->kernel_stop = av_calloc(s->frequency_band_count, sizeof(*s->kernel_stop));
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    if (!s->outpicref || !s->fft_in || !s->fft_out ||
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    if (!s->outpicref || !s->fft_in || !s->fft_out || !s->src_x || !s->dst_x || !s->kernel_x ||
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        !s->ifft_in || !s->ifft_out || !s->kernel_start || !s->kernel_stop ||
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        !s->frequency_band || !s->kernel || !s->cache || !s->index)
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        return AVERROR(ENOMEM);
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@ -650,12 +678,33 @@ static int config_output(AVFilterLink *outlink)
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        return ret;
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    s->kernel->format     = inlink->format;
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    s->kernel->nb_samples = s->input_padding_size;
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    s->kernel->nb_samples = s->input_padding_size * 2;
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    s->kernel->ch_layout.nb_channels = s->frequency_band_count;
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    ret = av_frame_get_buffer(s->kernel, 0);
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    if (ret < 0)
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        return ret;
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    s->src_x->format     = inlink->format;
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    s->src_x->nb_samples = s->fft_out_size * 2;
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    s->src_x->ch_layout.nb_channels = s->nb_threads;
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    ret = av_frame_get_buffer(s->src_x, 0);
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    if (ret < 0)
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        return ret;
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    s->dst_x->format     = inlink->format;
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    s->dst_x->nb_samples = s->fft_out_size * 2;
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    s->dst_x->ch_layout.nb_channels = s->nb_threads;
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    ret = av_frame_get_buffer(s->dst_x, 0);
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    if (ret < 0)
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        return ret;
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    s->kernel_x->format     = inlink->format;
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    s->kernel_x->nb_samples = s->fft_out_size * 2;
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    s->kernel_x->ch_layout.nb_channels = s->nb_threads;
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    ret = av_frame_get_buffer(s->kernel_x, 0);
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    if (ret < 0)
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        return ret;
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    s->outpicref->sample_aspect_ratio = (AVRational){1,1};
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    for (int y = 0; y < outlink->h; y++) {
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