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English translation yolox l #40

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English translation yolox l #40

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4713908
changed 'compiler_config' to compile_config to match parameter
aurotripathy Mar 2, 2023
3d81674
Adding the englist translated version of YOLOX-L notebook
aurotripathy Mar 2, 2023
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96 changes: 25 additions & 71 deletions examples/notebooks/YOLOX-L.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -133,7 +133,7 @@
},
{
"cell_type": "code",
"execution_count": 1,
"execution_count": 10,
"id": "ae8af1c9",
"metadata": {},
"outputs": [],
Expand All @@ -143,18 +143,10 @@
},
{
"cell_type": "code",
"execution_count": 2,
"execution_count": 11,
"id": "3c40a9c0",
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"libfuriosa_hal.so --- v2.0, built @ 137e868\n"
]
}
],
"outputs": [],
"source": [
"import glob\n",
"from itertools import islice\n",
Expand Down Expand Up @@ -186,7 +178,7 @@
},
{
"cell_type": "code",
"execution_count": 3,
"execution_count": 12,
"id": "670e87fa",
"metadata": {},
"outputs": [],
Expand All @@ -212,7 +204,7 @@
},
{
"cell_type": "code",
"execution_count": 4,
"execution_count": 13,
"id": "18886593",
"metadata": {},
"outputs": [],
Expand Down Expand Up @@ -254,7 +246,7 @@
},
{
"cell_type": "code",
"execution_count": 5,
"execution_count": 14,
"id": "390a8129",
"metadata": {},
"outputs": [],
Expand All @@ -275,16 +267,16 @@
},
{
"cell_type": "code",
"execution_count": 6,
"execution_count": 15,
"id": "62d5eef9",
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"Calibration: 100 samples [00:39, 2.55 samples/s]\n",
"Quantization: 100%|██████████████████████████████████████| 437/437 [00:02<00:00, 158.47 operators/s]\n"
"Calibration: 100 samples [00:37, 2.64 samples/s]\n",
"Quantization: 100%|██████████| 437/437 [00:04<00:00, 96.66 operators/s] \n"
]
}
],
Expand All @@ -311,7 +303,7 @@
},
{
"cell_type": "code",
"execution_count": 7,
"execution_count": 16,
"id": "d9c6c887",
"metadata": {},
"outputs": [],
Expand Down Expand Up @@ -353,12 +345,12 @@
},
{
"cell_type": "code",
"execution_count": 8,
"execution_count": 19,
"id": "f4593209",
"metadata": {},
"outputs": [],
"source": [
"compiler_config = {\n",
"compile_config = {\n",
" \"without_quantize\": {\n",
" \"parameters\": [{\"permute\": [0, 2, 3, 1]}]\n",
" },\n",
Expand Down Expand Up @@ -386,56 +378,26 @@
},
{
"cell_type": "code",
"execution_count": 9,
"execution_count": 20,
"id": "3c03f19d",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Saving the compilation log into /home/yong/.local/state/furiosa/logs/compile-20220507144923-4fvt9v.log\n",
"Using furiosa-compiler 0.6.3 (rev: f0e1cf5a8 built at 2022-04-30 05:36:59)\n",
"\u001b[2m2022-05-07T05:49:23.949466Z\u001b[0m \u001b[32m INFO\u001b[0m Npu (npu0pe0-1) is being initialized\n",
"\u001b[2m2022-05-07T05:49:23.951480Z\u001b[0m \u001b[32m INFO\u001b[0m NuxInner create with pes: [PeId(0)]\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"[1/6] 🔍 Compiling from onnx to dfg\n",
"Done in 0.07355098s\n",
"[2/6] 🔍 Compiling from dfg to ldfg\n",
"557372 tactics loaded\n",
"\n",
"Done in 532.0555s\n",
"[3/6] 🔍 Compiling from ldfg to cdfg\n",
"Done in 0.00401732s\n",
"[4/6] 🔍 Compiling from cdfg to gir\n",
"Done in 0.08604555s\n",
"[5/6] 🔍 Compiling from gir to lir\n",
"Done in 36.338352s\n",
"[6/6] 🔍 Compiling from lir to enf\n",
"Done in 0.17982386s\n",
"✨ Finished in 568.7407s\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"\u001b[2m2022-05-07T05:58:54.477527Z\u001b[0m \u001b[32m INFO\u001b[0m [Profiler] Program binary notification has been arrived. Cleanup current profile queue data\n",
"\u001b[2m2022-05-07T05:59:11.929899Z\u001b[0m \u001b[32m INFO\u001b[0m [Profiler] Received a termination signal.\n",
"\u001b[2m2022-05-07T05:59:11.931745Z\u001b[0m \u001b[32m INFO\u001b[0m NPU (npu0pe0-1) has been destroyed\n",
"\u001b[2m2022-05-07T05:59:11.932971Z\u001b[0m \u001b[32m INFO\u001b[0m session has been destroyed\n"
"ename": "TypeError",
"evalue": "create() got an unexpected keyword argument 'compiler_config'",
"output_type": "error",
"traceback": [
"\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
"\u001b[0;31mTypeError\u001b[0m Traceback (most recent call last)",
"Cell \u001b[0;32mIn[20], line 3\u001b[0m\n\u001b[1;32m 1\u001b[0m total_predictions \u001b[39m=\u001b[39m \u001b[39m0\u001b[39m\n\u001b[1;32m 2\u001b[0m elapsed_time \u001b[39m=\u001b[39m \u001b[39m0\u001b[39m\n\u001b[0;32m----> 3\u001b[0m \u001b[39mwith\u001b[39;00m furiosa\u001b[39m.\u001b[39;49mruntime\u001b[39m.\u001b[39;49msession\u001b[39m.\u001b[39;49mcreate(\u001b[39m\"\u001b[39;49m\u001b[39myolox_l_quantized.onnx\u001b[39;49m\u001b[39m\"\u001b[39;49m, compiler_config\u001b[39m=\u001b[39;49mcompile_config) \u001b[39mas\u001b[39;00m session:\n\u001b[1;32m 4\u001b[0m \u001b[39mfor\u001b[39;00m image \u001b[39min\u001b[39;00m islice(glob\u001b[39m.\u001b[39miglob(\u001b[39m\"\u001b[39m\u001b[39mcoco/test2017/*.jpg\u001b[39m\u001b[39m\"\u001b[39m), \u001b[39m1000\u001b[39m):\n\u001b[1;32m 5\u001b[0m inputs \u001b[39m=\u001b[39m [preproc(cv2\u001b[39m.\u001b[39mimread(image), (\u001b[39m640\u001b[39m, \u001b[39m640\u001b[39m))[\u001b[39m0\u001b[39m][np\u001b[39m.\u001b[39mnewaxis, \u001b[39m.\u001b[39m\u001b[39m.\u001b[39m\u001b[39m.\u001b[39m]]\n",
"\u001b[0;31mTypeError\u001b[0m: create() got an unexpected keyword argument 'compiler_config'"
]
}
],
"source": [
"total_predictions = 0\n",
"elapsed_time = 0\n",
"with furiosa.runtime.session.create(\"yolox_l_quantized.onnx\", compiler_config=compiler_config) as session:\n",
"with furiosa.runtime.session.create(\"yolox_l_quantized.onnx\", compile_config=compile_config) as session:\n",
" for image in islice(glob.iglob(\"coco/test2017/*.jpg\"), 1000):\n",
" inputs = [preproc(cv2.imread(image), (640, 640))[0][np.newaxis, ...]]\n",
" start = time.perf_counter_ns()\n",
Expand All @@ -454,18 +416,10 @@
},
{
"cell_type": "code",
"execution_count": 10,
"execution_count": null,
"id": "4fade41d",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Average Latency: 12.714661311 ms\n"
]
}
],
"outputs": [],
"source": [
"latency = elapsed_time / total_predictions\n",
"print(f\"Average Latency: {latency / 1_000_000} ms\")"
Expand Down Expand Up @@ -496,7 +450,7 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.9.5"
"version": "3.9.15"
}
},
"nbformat": 4,
Expand Down
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