From 00abba253adbb09990513d1fd277f9f10e638c65 Mon Sep 17 00:00:00 2001 From: Chun Tao Date: Tue, 29 Oct 2024 19:04:56 -0700 Subject: [PATCH] Enable bf16 quantization of models, and fix resetting args.audio in the microservice between runs (#832) * Update audioqna gateway to print text, in gateway.py Signed-off-by: Chun Tao * updates needed for demo Signed-off-by: Chun Tao * original pr content Signed-off-by: Chun Tao * Revert "updates needed for demo" This reverts commit f0c7a026305ace410610c9dba771699e13dde8ea. Signed-off-by: Chun Tao * remove improper images Signed-off-by: Chun Tao * Addressed some comments on previous pr Signed-off-by: Chun Tao * Add Dockerfile for cpu support Signed-off-by: Chun Tao * CODEOWNER: Update comp CODEOWNER (#757) Signed-off-by: Yeoh, Hoong Tee Signed-off-by: Chun Tao * Add stable diffusion microservice (#729) * add stable diffusion microservice. Signed-off-by: Ye, Xinyu * added test. Signed-off-by: Ye, Xinyu * changed output to images bytes data Signed-off-by: Ye, Xinyu * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * unified inference and wrapper into one microservice. Signed-off-by: Ye, Xinyu * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fix test. Signed-off-by: Ye, Xinyu --------- Signed-off-by: Ye, Xinyu Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Signed-off-by: Chun Tao * Compatible with different platforms. (#766) * Compatible with different platforms. Signed-off-by: ZePan110 * Fix issue. Signed-off-by: ZePan110 * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix issue Signed-off-by: ZePan110 * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Signed-off-by: ZePan110 Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Signed-off-by: Chun Tao * Optimize path and link validity check. (#745) Signed-off-by: ZePan110 Signed-off-by: Chun Tao * Add timeout for ut test (#773) Signed-off-by: chensuyue Signed-off-by: Chun Tao * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by: Chun Tao * test hyperlink Signed-off-by: Chun Tao * test hyperlink Signed-off-by: Chun Tao * test hyperlink issue Signed-off-by: Chun Tao * test hyperlink issue Signed-off-by: Chun Tao * put back hyperlinks in readme Signed-off-by: Chun Tao * remove possible error hyperlink Signed-off-by: Chun Tao * put hyperlink back Signed-off-by: Chun Tao * major update to use FastAPI for wav2lip, and structure component format Signed-off-by: Chun Tao * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Add dockerfiles in animation-compose-cd.yaml Signed-off-by: Chun Tao * Fix end of file issue in animation-compose-cd.yaml Signed-off-by: Chun Tao * Fix Docker deployment on Xeon Signed-off-by: Chun Tao * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * add versioning for all pip packages Signed-off-by: Chun Tao * e2e test script for animation Signed-off-by: Chun Tao * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * update e2e test script Signed-off-by: Chun Tao * update e2e test script Signed-off-by: Chun Tao * update readme Signed-off-by: Chun Tao * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * update Signed-off-by: Chun Tao * update Signed-off-by: Chun Tao * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * update gateway Signed-off-by: Chun Tao * udpate gateway Signed-off-by: Chun Tao * Fix AVATAR_CHATBOT Signed-off-by: Chun Tao * update gateway Signed-off-by: Chun Tao * update Signed-off-by: Chun Tao * test Signed-off-by: Chun Tao * update Signed-off-by: Chun Tao * update Signed-off-by: Chun Tao * update gateway Signed-off-by: Chun Tao * fix max_tokens in AvatarChatbot gateway Signed-off-by: Chun Tao * test Signed-off-by: Chun Tao * update Signed-off-by: Chun Tao * update Signed-off-by: Chun Tao * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Model download script moved from Dockerfiles to Docker entrypoint Signed-off-by: Chun Tao * update paths Signed-off-by: Chun Tao * Correct paths in readme Signed-off-by: Chun Tao * revert changes to audioqna gateway Signed-off-by: Chun Tao * longer wait time after docker run Signed-off-by: Chun Tao * add mount volume in test scripts Signed-off-by: Chun Tao * add volume mount in test scripts Signed-off-by: Chun Tao * udpate test script Signed-off-by: Chun Tao * udpate optimizations Signed-off-by: Chun Tao * update Signed-off-by: Chun Tao * update Signed-off-by: Chun Tao * update Signed-off-by: Chun Tao * need outputs folder Signed-off-by: Chun Tao * test Signed-off-by: Chun Tao --------- Signed-off-by: Chun Tao Signed-off-by: Yeoh, Hoong Tee Signed-off-by: Ye, Xinyu Signed-off-by: ZePan110 Signed-off-by: chensuyue Co-authored-by: Hoong Tee, Yeoh Co-authored-by: XinyuYe-Intel Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: ZePan110 Co-authored-by: chen, suyue --- comps/animation/wav2lip/README.md | 4 +- .../assets/audio/sample_whoareyou.json | 3 + .../wav2lip/assets/outputs/result.mp4 | Bin 226500 -> 0 bytes .../wav2lip/assets/outputs/results.mp4 | Bin 0 -> 226624 bytes .../dependency/check_wav2lip_server.py | 4 +- comps/animation/wav2lip/dependency/utils.py | 6 +- .../wav2lip/dependency/wav2lip_server.py | 72 +++++++++--------- 7 files changed, 49 insertions(+), 40 deletions(-) create mode 100644 comps/animation/wav2lip/assets/audio/sample_whoareyou.json delete mode 100644 comps/animation/wav2lip/assets/outputs/result.mp4 create mode 100644 comps/animation/wav2lip/assets/outputs/results.mp4 diff --git a/comps/animation/wav2lip/README.md b/comps/animation/wav2lip/README.md index 423e3da96..3eb5bb477 100644 --- a/comps/animation/wav2lip/README.md +++ b/comps/animation/wav2lip/README.md @@ -84,7 +84,7 @@ docker run --privileged -d --name "wav2lip-service" -p 7860:7860 --ipc=host -w / - Gaudi2 HPU ```bash -docker run --privileged -d --name "wav2lip-gaudi-service" -p 7860:7860 --runtime=habana --cap-add=sys_nice --net=host --ipc=host -w /home/user/comps/animation/wav2lip -v $(pwd)/comps/animation/wav2lip/assets:/home/user/comps/animation/wav2lip/assets -e HABANA_VISIBLE_DEVICES=all -e OMPI_MCA_btl_vader_single_copy_mechanism=none -e PYTHON=/usr/bin/python3.10 -e DEVICE=$DEVICE -e INFERENCE_MODE=$INFERENCE_MODE -e CHECKPOINT_PATH=$CHECKPOINT_PATH -e FACE=$FACE -e AUDIO=$AUDIO -e FACESIZE=$FACESIZE -e OUTFILE=$OUTFILE -e GFPGAN_MODEL_VERSION=$GFPGAN_MODEL_VERSION -e UPSCALE_FACTOR=$UPSCALE_FACTOR -e FPS=$FPS -e WAV2LIP_PORT=$WAV2LIP_PORT opea/wav2lip-gaudi:latest +docker run --privileged -d --name "wav2lip-gaudi-service" -p 7860:7860 --runtime=habana --cap-add=sys_nice --ipc=host -w /home/user/comps/animation/wav2lip -v $(pwd)/comps/animation/wav2lip/assets:/home/user/comps/animation/wav2lip/assets -e HABANA_VISIBLE_DEVICES=all -e OMPI_MCA_btl_vader_single_copy_mechanism=none -e PYTHON=/usr/bin/python3.10 -e DEVICE=$DEVICE -e INFERENCE_MODE=$INFERENCE_MODE -e CHECKPOINT_PATH=$CHECKPOINT_PATH -e FACE=$FACE -e AUDIO=$AUDIO -e FACESIZE=$FACESIZE -e OUTFILE=$OUTFILE -e GFPGAN_MODEL_VERSION=$GFPGAN_MODEL_VERSION -e UPSCALE_FACTOR=$UPSCALE_FACTOR -e FPS=$FPS -e WAV2LIP_PORT=$WAV2LIP_PORT opea/wav2lip-gaudi:latest ``` ## 2.2 Run Animation Microservice @@ -119,7 +119,7 @@ cd GenAIComps python3 comps/animation/wav2lip/dependency/check_animation_server.py ``` -The expected output is a message similar to the following: +The expected output will be a message similar to the following: ```bash {'wav2lip_result': '....../GenAIComps/comps/animation/wav2lip/assets/outputs/result.mp4'} diff --git a/comps/animation/wav2lip/assets/audio/sample_whoareyou.json b/comps/animation/wav2lip/assets/audio/sample_whoareyou.json new file mode 100644 index 000000000..b94cf38b4 --- /dev/null +++ b/comps/animation/wav2lip/assets/audio/sample_whoareyou.json @@ -0,0 +1,3 @@ +{ + "byte_str": 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Read the JSON file -with open("comps/animation/wav2lip/assets/audio/sample_question.json", "r") as file: +with open("comps/animation/wav2lip/assets/audio/sample_whoareyou.json", "r") as file: data = json.load(file) -inputs = {"audio": data["byte_str"]} +inputs = {"audio": data["byte_str"], "max_tokens": 64} response = requests.post(url=endpoint, data=json.dumps(inputs), proxies={"http": None}) print(response.json()) diff --git a/comps/animation/wav2lip/dependency/utils.py b/comps/animation/wav2lip/dependency/utils.py index 0494533ce..00a5e86cf 100644 --- a/comps/animation/wav2lip/dependency/utils.py +++ b/comps/animation/wav2lip/dependency/utils.py @@ -177,8 +177,10 @@ def face_detect(args, images): while 1: predictions = [] try: - for i in tqdm(range(0, len(images), batch_size)): - predictions.extend(detector.get_detections_for_batch(np.array(images[i : i + batch_size]))) + with torch.no_grad(): + for i in tqdm(range(0, len(images), batch_size)): + with torch.autocast(device_type=args.device, dtype=torch.bfloat16): + predictions.extend(detector.get_detections_for_batch(np.array(images[i : i + batch_size]))) except RuntimeError: if batch_size == 1: raise RuntimeError( diff --git a/comps/animation/wav2lip/dependency/wav2lip_server.py b/comps/animation/wav2lip/dependency/wav2lip_server.py index 8ddbe4bef..7579487a2 100644 --- a/comps/animation/wav2lip/dependency/wav2lip_server.py +++ b/comps/animation/wav2lip/dependency/wav2lip_server.py @@ -84,6 +84,7 @@ async def animate(request: Request): ffmpeg.input(args.audio).output("temp/temp.wav", strict="-2").run(overwrite_output=True) args.audio = "temp/temp.wav" else: + print(f"Signature for your audio: {audio_b64_str[:100]}") sr, y = base64_to_int16_to_wav(audio_b64_str, "temp/temp.wav") args.audio = "temp/temp.wav" @@ -113,40 +114,41 @@ async def animate(request: Request): gen = datagen(args, full_frames.copy(), mel_chunks) # iterate over the generator - for i, (img_batch, mel_batch, frames, coords) in enumerate( - tqdm(gen, total=int(np.ceil(float(len(mel_chunks)) / batch_size))) - ): - if i == 0: - frame_h, frame_w = full_frames[0].shape[:-1] - if args.inference_mode == "wav2lip_only": - out = cv2.VideoWriter("temp/result.avi", cv2.VideoWriter_fourcc(*"DIVX"), fps, (frame_w, frame_h)) - else: - out = cv2.VideoWriter( - "temp/result.avi", - cv2.VideoWriter_fourcc(*"DIVX"), - fps, - (frame_w * args.upscale, frame_h * args.upscale), - ) - - img_batch = torch.FloatTensor(np.transpose(img_batch, (0, 3, 1, 2))).to(device) - mel_batch = torch.FloatTensor(np.transpose(mel_batch, (0, 3, 1, 2))).to(device) - - with torch.no_grad(): - pred = model(mel_batch, img_batch) - - pred = pred.cpu().numpy().transpose(0, 2, 3, 1) * 255.0 - - for p, f, c in tqdm(zip(pred, frames, coords), total=pred.shape[0]): - y1, y2, x1, x2 = c - p = cv2.resize(p.astype(np.uint8), (x2 - x1, y2 - y1)) - f[y1:y2, x1:x2] = p # patching - - # restore faces and background if necessary - if args.inference_mode == "wav2lip+gfpgan": - cropped_faces, restored_faces, f = model_restorer.enhance( - f, has_aligned=args.aligned, only_center_face=args.only_center_face, paste_back=True - ) - out.write(f) + with torch.no_grad(): + for i, (img_batch, mel_batch, frames, coords) in enumerate( + tqdm(gen, total=int(np.ceil(float(len(mel_chunks)) / batch_size))) + ): + if i == 0: + frame_h, frame_w = full_frames[0].shape[:-1] + if args.inference_mode == "wav2lip_only": + out = cv2.VideoWriter("temp/result.avi", cv2.VideoWriter_fourcc(*"DIVX"), fps, (frame_w, frame_h)) + else: + out = cv2.VideoWriter( + "temp/result.avi", + cv2.VideoWriter_fourcc(*"DIVX"), + fps, + (frame_w * args.upscale, frame_h * args.upscale), + ) + + img_batch = torch.FloatTensor(np.transpose(img_batch, (0, 3, 1, 2))).to(device) + mel_batch = torch.FloatTensor(np.transpose(mel_batch, (0, 3, 1, 2))).to(device) + + with torch.autocast(device_type=args.device, dtype=torch.bfloat16): + pred = model(mel_batch, img_batch) + + pred = pred.cpu().to(torch.float32).numpy().transpose(0, 2, 3, 1) * 255.0 + + for p, f, c in tqdm(zip(pred, frames, coords), total=pred.shape[0]): + y1, y2, x1, x2 = c + p = cv2.resize(p.astype(np.uint8), (x2 - x1, y2 - y1)) + f[y1:y2, x1:x2] = p # patching + + # restore faces and background if necessary + if args.inference_mode == "wav2lip+gfpgan": + cropped_faces, restored_faces, f = model_restorer.enhance( + f, has_aligned=args.aligned, only_center_face=args.only_center_face, paste_back=True + ) + out.write(f) out.release() ffmpeg.output( @@ -160,6 +162,8 @@ async def animate(request: Request): acodec="aac", ).run(overwrite_output=True) + args.audio = "None" # IMPORTANT: Reset audio to None for the next audio request + return {"wav2lip_result": args.outfile}

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