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@barrbrain
Last active September 24, 2022 08:01
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rav1e 0.6 efficiency
import seaborn as sns
import numpy as np
import matplotlib.pyplot as plt
v5_1 = np.array([
[18.2344,0.8817],
[7.6955,0.8927],
[3.4063,0.9219],
[2.1284,0.9350],
[1.6182,0.9551],
[1.4241,0.9646],
[1.0000,1.0000],
[1.0036,1.0013],
[1.0031,1.0056],
[0.7193,1.3452],
[0.3498,1.5710]
])
v6 = np.array([
[19.1387,0.8369],
[6.9775,0.8448],
[3.1845,0.8696],
[1.7334,0.8990],
[1.2711,0.9187],
[1.2164,0.9284],
[0.8085,0.9668],
[0.8302,0.9682],
[0.8106,0.9721],
[0.5656,1.3116],
[0.2997,1.5070],
])
fig, ax = plt.subplots(figsize=(16,9))
ax.plot(*(1/v5_1).T,'o-', label='v0.5.1')
ax.plot(*(1/v6).T, 'o-', label='p20220913')
for i in range(11):
ax.annotate(i, (1/v5_1)[i], (1/v5_1)[i]+.005)
ax.annotate(i, (1/v6)[i], (1/v6)[i]+.005)
ax.set_xlabel('Faster ⟶\nRelative speed')
ax.set_ylabel('Relative compression\nSmaller ⟶')
plt.legend()
plt.show();
Display the source blob
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Raw
{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"id": "e6233fb8",
"metadata": {},
"outputs": [],
"source": [
"%matplotlib inline\n",
"%config InlineBackend.figure_format = 'retina'\n",
"\n",
"import seaborn as sns\n",
"import struct\n",
"import numpy as np\n",
"import matplotlib.pyplot as plt\n",
"\n",
"sns.set(style=\"darkgrid\", context=\"talk\")\n",
"plt.style.use(\"dark_background\")\n",
"plt.rcParams.update({\"grid.linewidth\":0.5, \"grid.alpha\":0.5})\n",
"\n",
"v5_1 = np.array([[18.2344, 0.8817], [7.6955, 0.8927], [3.4063, 0.9219],\n",
" [2.1284, 0.9350], [1.6182, 0.9551], [1.4241, 0.9646],\n",
" [1.0000, 1.0000], [1.0036, 1.0013], [1.0031, 1.0056],\n",
" [0.7193, 1.3452], [0.3498, 1.5710]])\n",
"\n",
"v6 = np.array([\n",
" [1 + 17.3853, 1 - .1631],\n",
" [1 + 5.3302, 1 - .1552],\n",
" [1 + 1.926, 1 - .1304],\n",
" [1 + .5738, 1 - .1010],\n",
" [1 + .1671, 1 - .0813],\n",
" [1 + .1038, 1 - .0716],\n",
" [1 - .2360, 1 - .0332],\n",
" [1 - .2661, 1 - .0279],\n",
" [1 - .3394, 1 - .0199],\n",
" [1 - .4544, 1 + .1469],\n",
" [1 - .7197, 1 + .5070],\n",
"])"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "0915f6c8",
"metadata": {},
"outputs": [
{
"data": {
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\n",
"text/plain": [
"<Figure size 1152x648 with 1 Axes>"
]
},
"metadata": {
"image/png": {
"height": 575,
"width": 986
}
},
"output_type": "display_data"
}
],
"source": [
"fig, ax = plt.subplots(figsize=(16, 9))\n",
"ax.plot(*v5_1.T, 's-', label='v0.5.1')\n",
"ax.plot(*v6.T, 'D-', label='v0.6.0 (c840d65)')\n",
"for i in range(11):\n",
" ax.annotate(i, v5_1[i], v5_1[i] + .01)\n",
" ax.annotate(i, v6[i], v6[i] + .01)\n",
"\n",
"ax.set_xlabel('⟵ Faster\\nRelative time')\n",
"ax.set_ylabel('Relative bitrate\\n⟵ Smaller')\n",
"plt.legend();"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "2cdf3a5e",
"metadata": {
"scrolled": true
},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 1152x648 with 1 Axes>"
]
},
"metadata": {
"image/png": {
"height": 573,
"width": 986
}
},
"output_type": "display_data"
}
],
"source": [
"fig, ax = plt.subplots(figsize=(16, 9))\n",
"ax.plot(*(1 / v5_1).T, 's-', label='v0.5.1')\n",
"ax.plot(*(1 / v6).T, 'D-', label='v0.6.0 (c840d65)')\n",
"for i in range(11):\n",
" ax.annotate(i, (1 / v5_1)[i], (1 / v5_1)[i] + .01)\n",
" ax.annotate(i, (1 / v6)[i], (1 / v6)[i] + .01)\n",
"\n",
"ax.set_xlabel('Faster ⟶\\nRelative speed')\n",
"ax.set_ylabel('Relative compression\\nSmaller ⟶')\n",
"plt.legend();"
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "5aabe960",
"metadata": {},
"outputs": [],
"source": [
"def load_scales(frame, name):\n",
" with open(\"objective-1-fast/.lookahead_data//%010d-%s_scales.bin\" % (frame, name), \"rb\") as f:\n",
" contents_batch = f.read()\n",
" cols, rows = struct.unpack(\n",
" \"qq\", contents_batch[:16]\n",
" )\n",
" return np.frombuffer(\n",
" contents_batch[16:], dtype=np.uint32\n",
" ).reshape((rows, cols))\n",
" \n",
"def load_thresholds(frame):\n",
" with open(\"objective-1-fast/.lookahead_data//%010d-thresholds.bin\" % frame, \"rb\") as f:\n",
" contents_batch = f.read()\n",
" count_minus_1 = struct.unpack(\n",
" \"q\", contents_batch[:8]\n",
" )\n",
" return np.frombuffer(\n",
" contents_batch[8:], dtype=np.uint32\n",
" )\n",
"\n",
"def map_segments(spatiotemporal_scale, threshold):\n",
" segments = spatiotemporal_scale.copy()\n",
" all_threhold = [segments.max() + 1] + threshold.tolist() + [segments.min() - 1]\n",
" for (hi, lo) in zip(all_threhold, all_threhold[1:]):\n",
" idx = (segments < hi) * (segments >= lo)\n",
" mean = segments[idx].mean()\n",
" segments[idx] = mean\n",
" return segments\n",
"\n",
"spatial_scale = load_scales(0, 'activity')\n",
"temporal_scale = load_scales(0, 'distortion')\n",
"spatiotemporal_scale = load_scales(0, 'spatiotemporal')\n",
"threshold = load_thresholds(0)\n",
"segment = map_segments(spatiotemporal_scale, threshold)\n",
"segment_30 = map_segments(load_scales(30, 'spatiotemporal'), load_thresholds(30))\n",
"\n",
"vmin = min(spatial_scale.min(), temporal_scale.min(), spatiotemporal_scale.min())\n",
"vmax = max(spatial_scale.max(), temporal_scale.max(), spatiotemporal_scale.max())"
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "99800a8a",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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"text/plain": [
"<Figure size 1152x648 with 1 Axes>"
]
},
"metadata": {
"image/png": {
"height": 523,
"width": 884
}
},
"output_type": "display_data"
}
],
"source": [
"fig, ax = plt.subplots(figsize=(16, 9))\n",
"ax.set_xticks([])\n",
"ax.set_yticks([])\n",
"ax.set_title('Spatial Scale')\n",
"plt.imshow(spatial_scale, vmin=vmin, vmax=vmax);"
]
},
{
"cell_type": "code",
"execution_count": 6,
"id": "1988ba28",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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"text/plain": [
"<Figure size 1152x648 with 1 Axes>"
]
},
"metadata": {
"image/png": {
"height": 523,
"width": 884
}
},
"output_type": "display_data"
}
],
"source": [
"fig, ax = plt.subplots(figsize=(16, 9))\n",
"ax.set_xticks([])\n",
"ax.set_yticks([])\n",
"ax.set_title('Temporal Scale')\n",
"plt.imshow(temporal_scale, vmin=vmin, vmax=vmax);"
]
},
{
"cell_type": "code",
"execution_count": 7,
"id": "79b6aa6d",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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"text/plain": [
"<Figure size 1152x648 with 1 Axes>"
]
},
"metadata": {
"image/png": {
"height": 523,
"width": 884
}
},
"output_type": "display_data"
}
],
"source": [
"fig, ax = plt.subplots(figsize=(16, 9))\n",
"ax.set_xticks([])\n",
"ax.set_yticks([])\n",
"ax.set_title('Spatiotemporal Scale')\n",
"plt.imshow(spatiotemporal_scale, vmin=vmin, vmax=vmax);"
]
},
{
"cell_type": "code",
"execution_count": 8,
"id": "cd389425",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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"text/plain": [
"<Figure size 1152x648 with 1 Axes>"
]
},
"metadata": {
"image/png": {
"height": 523,
"width": 884
}
},
"output_type": "display_data"
}
],
"source": [
"fig, ax = plt.subplots(figsize=(16, 9))\n",
"ax.set_xticks([])\n",
"ax.set_yticks([])\n",
"ax.set_title('Segment')\n",
"plt.imshow(segment, vmin=vmin, vmax=vmax);"
]
},
{
"cell_type": "code",
"execution_count": 9,
"id": "76133f1e",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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"text/plain": [
"<Figure size 1152x648 with 1 Axes>"
]
},
"metadata": {
"image/png": {
"height": 523,
"width": 884
}
},
"output_type": "display_data"
}
],
"source": [
"fig, ax = plt.subplots(figsize=(16, 9))\n",
"ax.set_xticks([])\n",
"ax.set_yticks([])\n",
"ax.set_title('Segment (Frame 30)')\n",
"plt.imshow(segment_30, vmin=vmin, vmax=vmax);"
]
},
{
"cell_type": "code",
"execution_count": 10,
"id": "9b52e2c4",
"metadata": {},
"outputs": [],
"source": [
"def ssim_boost(x, y):\n",
" return 3355. / 12338. * (8128.125 * (x + y) + 16128.) / np.sqrt(4064.0625**2 * x * y + 11256025.)\n",
"\n",
"x = np.linspace(0, 6, 301)\n",
"y = np.linspace(0, 6, 301)\n",
"X, Y = np.meshgrid(x, y)\n",
"Z = ssim_boost(X, Y)"
]
},
{
"cell_type": "code",
"execution_count": 11,
"id": "af48c4f8",
"metadata": {
"scrolled": false
},
"outputs": [
{
"data": {
"image/png": 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