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+/*
+ * Copyright 2011-2021 Blender Foundation
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#pragma once
+
+#include "integrator/adaptive_sampling.h"
+#include "integrator/denoiser.h" /* For DenoiseParams. */
+#include "render/buffers.h"
+#include "util/util_string.h"
+
+CCL_NAMESPACE_BEGIN
+
+class SessionParams;
+class TileManager;
+
+class RenderWork {
+ public:
+ int resolution_divider = 1;
+
+ /* Initialize render buffers.
+ * Includes steps like zero-ing the buffer on the device, and optional reading of pixels from the
+ * baking target. */
+ bool init_render_buffers = false;
+
+ /* Path tracing samples information. */
+ struct {
+ int start_sample = 0;
+ int num_samples = 0;
+ } path_trace;
+
+ struct {
+ /* Check for convergency and filter the mask. */
+ bool filter = false;
+
+ float threshold = 0.0f;
+
+ /* Reset convergency flag when filtering, forcing a re-check of whether pixel did converge. */
+ bool reset = false;
+ } adaptive_sampling;
+
+ struct {
+ bool postprocess = false;
+ } cryptomatte;
+
+ /* Work related on the current tile. */
+ struct {
+ /* Write render buffers of the current tile.
+ *
+ * It is up to the path trace to decide whether writing should happen via user-provided
+ * callback into the rendering software, or via tile manager into a partial file. */
+ bool write = false;
+
+ bool denoise = false;
+ } tile;
+
+ /* Work related on the full-frame render buffer. */
+ struct {
+ /* Write full render result.
+ * Implies reading the partial file from disk. */
+ bool write = false;
+ } full;
+
+ /* Display which is used to visualize render result. */
+ struct {
+ /* Display needs to be updated for the new render. */
+ bool update = false;
+
+ /* Display can use denoised result if available. */
+ bool use_denoised_result = true;
+ } display;
+
+ /* Re-balance multi-device scheduling after rendering this work.
+ * Note that the scheduler does not know anything about devices, so if there is only a single
+ * device used, then it is up for the PathTracer to ignore the balancing. */
+ bool rebalance = false;
+
+ /* Conversion to bool, to simplify checks about whether there is anything to be done for this
+ * work. */
+ inline operator bool() const
+ {
+ return path_trace.num_samples || adaptive_sampling.filter || display.update || tile.denoise ||
+ tile.write || full.write;
+ }
+};
+
+class RenderScheduler {
+ public:
+ RenderScheduler(TileManager &tile_manager, const SessionParams &params);
+
+ /* Specify whether cryptomatte-related works are to be scheduled. */
+ void set_need_schedule_cryptomatte(bool need_schedule_cryptomatte);
+
+ /* Allows to disable work re-balancing works, allowing to schedule as much to a single device
+ * as possible. */
+ void set_need_schedule_rebalance(bool need_schedule_rebalance);
+
+ bool is_background() const;
+
+ void set_denoiser_params(const DenoiseParams &params);
+ void set_adaptive_sampling(const AdaptiveSampling &adaptive_sampling);
+
+ bool is_adaptive_sampling_used() const;
+
+ /* Start sample for path tracing.
+ * The scheduler will schedule work using this sample as the first one. */
+ void set_start_sample(int start_sample);
+ int get_start_sample() const;
+
+ /* Number of samples to render, starting from start sample.
+ * The scheduler will schedule work in the range of
+ * [start_sample, start_sample + num_samples - 1], inclusively. */
+ void set_num_samples(int num_samples);
+ int get_num_samples() const;
+
+ /* Time limit for the path tracing tasks, in minutes.
+ * Zero disables the limit. */
+ void set_time_limit(double time_limit);
+ double get_time_limit() const;
+
+ /* Get sample up to which rendering has been done.
+ * This is an absolute 0-based value.
+ *
+ * For example, if start sample is 10 and and 5 samples were rendered, then this call will
+ * return 14.
+ *
+ * If there were no samples rendered, then the behavior is undefined. */
+ int get_rendered_sample() const;
+
+ /* Get number of samples rendered within the current scheduling session.
+ *
+ * For example, if start sample is 10 and and 5 samples were rendered, then this call will
+ * return 5.
+ *
+ * Note that this is based on the scheduling information. In practice this means that if someone
+ * requested for work to render the scheduler considers the work done. */
+ int get_num_rendered_samples() const;
+
+ /* Reset scheduler, indicating that rendering will happen from scratch.
+ * Resets current rendered state, as well as scheduling information. */
+ void reset(const BufferParams &buffer_params, int num_samples);
+
+ /* Reset scheduler upon switching to a next tile.
+ * Will keep the same number of samples and full-frame render parameters, but will reset progress
+ * and allow schedule renders works from the beginning of the new tile. */
+ void reset_for_next_tile();
+
+ /* Reschedule adaptive sampling work when all pixels did converge.
+ * If there is nothing else to be done for the adaptive sampling (pixels did converge to the
+ * final threshold) then false is returned and the render scheduler will stop scheduling path
+ * tracing works. Otherwise will modify the work's adaptive sampling settings to continue with
+ * a lower threshold. */
+ bool render_work_reschedule_on_converge(RenderWork &render_work);
+
+ /* Reschedule adaptive sampling work when the device is mostly on idle, but not all pixels yet
+ * converged.
+ * If re-scheduling is not possible (adaptive sampling is happening with the final threshold, and
+ * the path tracer is to finish the current pixels) then false is returned. */
+ bool render_work_reschedule_on_idle(RenderWork &render_work);
+
+ /* Reschedule work when rendering has been requested to cancel.
+ *
+ * Will skip all work which is not needed anymore because no more samples will be added (for
+ * example, adaptive sampling filtering and convergence check will be skipped).
+ * Will enable all work needed to make sure all passes are communicated to the software.
+ *
+ * NOTE: Should be used before passing work to `PathTrace::render_samples()`. */
+ void render_work_reschedule_on_cancel(RenderWork &render_work);
+
+ RenderWork get_render_work();
+
+ /* Report that the path tracer started to work, after scene update and loading kernels. */
+ void report_work_begin(const RenderWork &render_work);
+
+ /* Report time (in seconds) which corresponding part of work took. */
+ void report_path_trace_time(const RenderWork &render_work, double time, bool is_cancelled);
+ void report_path_trace_occupancy(const RenderWork &render_work, float occupancy);
+ void report_adaptive_filter_time(const RenderWork &render_work, double time, bool is_cancelled);
+ void report_denoise_time(const RenderWork &render_work, double time);
+ void report_display_update_time(const RenderWork &render_work, double time);
+ void report_rebalance_time(const RenderWork &render_work, double time, bool balance_changed);
+
+ /* Generate full multi-line report of the rendering process, including rendering parameters,
+ * times, and so on. */
+ string full_report() const;
+
+ protected:
+ /* Check whether all work has been scheduled and time limit was not exceeded.
+ *
+ * NOTE: Tricky bit: if the time limit was reached the done() is considered to be true, but some
+ * extra work needs to be scheduled to denoise and write final result. */
+ bool done() const;
+
+ /* Update scheduling state for a newly scheduled work.
+ * Takes care of things like checking whether work was ever denoised, tile was written and states
+ * like that. */
+ void update_state_for_render_work(const RenderWork &render_work);
+
+ /* Returns true if any work was scheduled. */
+ bool set_postprocess_render_work(RenderWork *render_work);
+
+ /* Set work which is to be performed after all tiles has been rendered. */
+ void set_full_frame_render_work(RenderWork *render_work);
+
+ /* Update start resolution divider based on the accumulated timing information, preserving nice
+ * feeling navigation feel. */
+ void update_start_resolution_divider();
+
+ /* Calculate desired update interval in seconds based on the current timings and settings.
+ * Will give an interval which provides good feeling updates during viewport navigation. */
+ double guess_viewport_navigation_update_interval_in_seconds() const;
+
+ /* Check whether denoising is active during interactive update while resolution divider is not
+ * unit. */
+ bool is_denoise_active_during_update() const;
+
+ /* Heuristic which aims to give perceptually pleasant update of display interval in a way that at
+ * lower samples and near the beginning of rendering, updates happen more often, but with higher
+ * number of samples and later in the render, updates happen less often but device occupancy
+ * goes higher. */
+ double guess_display_update_interval_in_seconds() const;
+ double guess_display_update_interval_in_seconds_for_num_samples(int num_rendered_samples) const;
+ double guess_display_update_interval_in_seconds_for_num_samples_no_limit(
+ int num_rendered_samples) const;
+
+ /* Calculate number of samples which can be rendered within current desired update interval which
+ * is calculated by `guess_update_interval_in_seconds()`. */
+ int calculate_num_samples_per_update() const;
+
+ /* Get start sample and the number of samples which are to be path traces in the current work. */
+ int get_start_sample_to_path_trace() const;
+ int get_num_samples_to_path_trace() const;
+
+ /* Calculate how many samples there are to be rendered for the very first path trace after reset.
+ */
+ int get_num_samples_during_navigation(int resolution_divier) const;
+
+ /* Whether adaptive sampling convergence check and filter is to happen. */
+ bool work_need_adaptive_filter() const;
+
+ /* Calculate threshold for adaptive sampling. */
+ float work_adaptive_threshold() const;
+
+ /* Check whether current work needs denoising.
+ * Denoising is not needed if the denoiser is not configured, or when denoising is happening too
+ * often.
+ *
+ * The delayed will be true when the denoiser is configured for use, but it was delayed for a
+ * later sample, to reduce overhead.
+ *
+ * ready_to_display will be false if we may have a denoised result that is outdated due to
+ * increased samples. */
+ bool work_need_denoise(bool &delayed, bool &ready_to_display);
+
+ /* Check whether current work need to update display.
+ *
+ * The `denoiser_delayed` is what `work_need_denoise()` returned as delayed denoiser flag. */
+ bool work_need_update_display(const bool denoiser_delayed);
+
+ /* Check whether it is time to perform rebalancing for the render work, */
+ bool work_need_rebalance();
+
+ /* Check whether timing of the given work are usable to store timings in the `first_render_time_`
+ * for the resolution divider calculation. */
+ bool work_is_usable_for_first_render_estimation(const RenderWork &render_work);
+
+ /* Check whether timing report about the given work need to reset accumulated average time. */
+ bool work_report_reset_average(const RenderWork &render_work);
+
+ /* CHeck whether render time limit has been reached (or exceeded), and if so store related
+ * information in the state so that rendering is considered finished, and is possible to report
+ * average render time information. */
+ void check_time_limit_reached();
+
+ /* Helper class to keep track of task timing.
+ *
+ * Contains two parts: wall time and average. The wall time is an actual wall time of how long it
+ * took to complete all tasks of a type. Is always advanced when PathTracer reports time update.
+ *
+ * The average time is used for scheduling purposes. It is estimated to be a time of how long it
+ * takes to perform task on the final resolution. */
+ class TimeWithAverage {
+ public:
+ inline void reset()
+ {
+ total_wall_time_ = 0.0;
+
+ average_time_accumulator_ = 0.0;
+ num_average_times_ = 0;
+ }
+
+ inline void add_wall(double time)
+ {
+ total_wall_time_ += time;
+ }
+
+ inline void add_average(double time, int num_measurements = 1)
+ {
+ average_time_accumulator_ += time;
+ num_average_times_ += num_measurements;
+ }
+
+ inline double get_wall() const
+ {
+ return total_wall_time_;
+ }
+
+ inline double get_average() const
+ {
+ if (num_average_times_ == 0) {
+ return 0;
+ }
+ return average_time_accumulator_ / num_average_times_;
+ }
+
+ inline void reset_average()
+ {
+ average_time_accumulator_ = 0.0;
+ num_average_times_ = 0;
+ }
+
+ protected:
+ double total_wall_time_ = 0.0;
+
+ double average_time_accumulator_ = 0.0;
+ int num_average_times_ = 0;
+ };
+
+ struct {
+ int resolution_divider = 1;
+
+ /* Number of rendered samples on top of the start sample. */
+ int num_rendered_samples = 0;
+
+ /* Point in time the latest GPUDisplay work has been scheduled. */
+ double last_display_update_time = 0.0;
+ /* Value of -1 means display was never updated. */
+ int last_display_update_sample = -1;
+
+ /* Point in time at which last rebalance has been performed. */
+ double last_rebalance_time = 0.0;
+
+ /* Number of rebalance works which has been requested to be performed.
+ * The path tracer might ignore the work if there is a single device rendering. */
+ int num_rebalance_requested = 0;
+
+ /* Number of rebalance works handled which did change balance across devices. */
+ int num_rebalance_changes = 0;
+
+ bool need_rebalance_at_next_work = false;
+
+ /* Denotes whether the latest performed rebalance work cause an actual rebalance of work across
+ * devices. */
+ bool last_rebalance_changed = false;
+
+ /* Threshold for adaptive sampling which will be scheduled to work when not using progressive
+ * noise floor. */
+ float adaptive_sampling_threshold = 0.0f;
+
+ bool last_work_tile_was_denoised = false;
+ bool tile_result_was_written = false;
+ bool postprocess_work_scheduled = false;
+ bool full_frame_work_scheduled = false;
+ bool full_frame_was_written = false;
+
+ bool path_trace_finished = false;
+ bool time_limit_reached = false;
+
+ /* Time at which rendering started and finished. */
+ double start_render_time = 0.0;
+ double end_render_time = 0.0;
+
+ /* Measured occupancy of the render devices measured normalized to the number of samples.
+ *
+ * In a way it is "trailing": when scheduling new work this occupancy is measured when the
+ * previous work was rendered. */
+ int occupancy_num_samples = 0;
+ float occupancy = 1.0f;
+ } state_;
+
+ /* Timing of tasks which were performed at the very first render work at 100% of the
+ * resolution. This timing information is used to estimate resolution divider for fats
+ * navigation. */
+ struct {
+ double path_trace_per_sample;
+ double denoise_time;
+ double display_update_time;
+ } first_render_time_;
+
+ TimeWithAverage path_trace_time_;
+ TimeWithAverage adaptive_filter_time_;
+ TimeWithAverage denoise_time_;
+ TimeWithAverage display_update_time_;
+ TimeWithAverage rebalance_time_;
+
+ /* Whether cryptomatte-related work will be scheduled. */
+ bool need_schedule_cryptomatte_ = false;
+
+ /* Whether to schedule device load rebalance works.
+ * Rebalancing requires some special treatment for update intervals and such, so if it's known
+ * that the rebalance will be ignored (due to single-device rendering i.e.) is better to fully
+ * ignore rebalancing logic. */
+ bool need_schedule_rebalance_works_ = false;
+
+ /* Path tracing work will be scheduled for samples from within
+ * [start_sample_, start_sample_ + num_samples_ - 1] range, inclusively. */
+ int start_sample_ = 0;
+ int num_samples_ = 0;
+
+ /* Limit in seconds for how long path tracing is allowed to happen.
+ * Zero means no limit is applied. */
+ double time_limit_ = 0.0;
+
+ /* Headless rendering without interface. */
+ bool headless_;
+
+ /* Background (offline) rendering. */
+ bool background_;
+
+ /* Pixel size is used to force lower resolution render for final pass. Useful for retina or other
+ * types of hi-dpi displays. */
+ int pixel_size_ = 1;
+
+ TileManager &tile_manager_;
+
+ BufferParams buffer_params_;
+ DenoiseParams denoiser_params_;
+
+ AdaptiveSampling adaptive_sampling_;
+
+ /* Progressively lower adaptive sampling threshold level, keeping the image at a uniform noise
+ * level. */
+ bool use_progressive_noise_floor_ = false;
+
+ /* Default value for the resolution divider which will be used when there is no render time
+ * information available yet.
+ * It is also what defines the upper limit of the automatically calculated resolution divider. */
+ int default_start_resolution_divider_ = 1;
+
+ /* Initial resolution divider which will be used on render scheduler reset. */
+ int start_resolution_divider_ = 0;
+
+ /* Calculate smallest resolution divider which will bring down actual rendering time below the
+ * desired one. This call assumes linear dependency of render time from number of pixels
+ * (quadratic dependency from the resolution divider): resolution divider of 2 brings render time
+ * down by a factor of 4. */
+ int calculate_resolution_divider_for_time(double desired_time, double actual_time);
+};
+
+int calculate_resolution_divider_for_resolution(int width, int height, int resolution);
+
+int calculate_resolution_for_divider(int width, int height, int resolution_divider);
+
+CCL_NAMESPACE_END